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ADM · Earnings-call lab · 42 calls graded · 2016–2026

Archer-Daniels-Midland Company

The call grade, management's tone measured against 177,437 other calls, what changed since the quarter before, and every one of the 500 checks.

500checks per call

42calls analyzed

2016–2026coverage

NEWESTQ2 2026 call

2026-08-11 · 500 / 500 checks · members only

LockedStarter · $1 first week

AI call read

Grade locked

Grade and plain-English verdict

Expected 45-day move

Locked

Move size estimate, not direction

AI checks completed

500/ 500

Every check answered YES or NO

This is the current report. Unlock its call read, expected move size, and all 500 answers.

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OPENQ1 2025 call

2025-05-06 · 0 analysts · 0 questions · 500 / 500 checks

Free · full reportThe quarter before the newest

Call grade · Bottom 9% of 177,437 calls

Very weak call. Management gave no formal guidance. The delivery was light on specifics.

Management toneResultTypical range · middle half of all callsFlag

Candor5 /9

Evasion0 /9

—

Specificity3 /9

Confidence5 /9

Uncertainty4 /9

—

Promotion2 /9

—

Stress3 /9

—

Complexity7 /9

Since the quarter before · Q4 2024 → Q1 2025

⚑ Critic ammunition⚑ Question left hanging⚑ Reads rehearsed

Notable checks detected

Are there more than eight analyst questioners?
Is there a questioner from an investment bank other than the first three analysts who ask questions?

ScreenersCritic Ammunition Reads Rehearsed Question Left Hanging

Lab panel · Q1 2025 call

28 markers, measured against 177,437 calls

Language counted straight from the transcript, behaviour read by the 500 checks, tone above. The band is the middle half of every call we have graded; a flag means this call sits outside it.

2 flags on this call

LanguageResultTypical range · middle half of all callsFlag

AI mentionsTimes management said AI, generative, LLM or agentic.0 mentions

typical 0–0

—

"Great question"Management praising a question before answering it.0 times

typical 0–1

—

Thank-yousEvery thanks on the call, in both directions.0 times

typical 13–31

—

BuzzwordsSynergies, headwinds, flywheels, best-in-class and friends.0.0 /1k words

typical 0.6–1.8

—

HedgesSort of, kind of, roughly, I think, probably.0.0 /1k words

typical 5.5–10.5

—

SuperlativesRecord, unprecedented, tremendous, incredible.0.0 /1k words

typical 0.3–1.2

—

Outside forcesMacro, weather, currency, tariffs, supply chain.0 mentions

typical 1–9

—

Stonewalls"Not going to comment", "we don't break that out".0 times

typical 0–0

—

NumbersFigures per thousand words of management speech. Low means vague.24.5 /1k words

typical 21.2–35.3

—

"Excited"Excited, exciting, thrilled.0 times

typical 0–3

—

CEO shareHow much of the talking the CEO did.100% % of mgmt words

typical 29%–68%

Reading levelFlesch–Kincaid grade level of management answers.16.5 US grade

typical 7.6–9.6

Behaviour · from the 500 checksDetectedTypical range · middle half of all callsFlag

FlatteryCompliments, thank-yous and first names between analysts and management.0 of 49

typical 16–30

—

DodgingQuestions declined, deferred or answered with a different question.0 of 15

typical 5–9

—

BlameResults attributed to weather, macro, currency or other outside forces.0 of 27

typical 3–12

—

HypeSuperlatives and excitement in management language.0 of 11

typical 2–8

—

Analyst pushbackHow hard the analysts pressed: follow-ups, two-part questions, challenges.0 of 22

typical 5–10

—

ConfessionAdmissions, apologies and self-corrections.0 of 11

typical 1–5

—

Call theaterStage management: operator mechanics, scripted cues, "color".0 of 33

typical 12–19

—

Capital returns talkAttention paid to buybacks, dividends, M&A and the balance sheet.0 of 7

typical 1–5

—

Counts are literal: "AI mentions" is the number of times management said it. Behaviour indices count how many checks in a themed group came back YES. Rankings across all companies →

Full transparency

All 500 AI checks

Q1 2025 · 500 checks

Every answer is below. Open any check to see what its YES or NO means.

Choose a past call

500checked

2detected

498not detected

NO Does an executive answer a question by describing a process rather than an outcome? Activist · seen in 86.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 86.8% of calls 85.3% repeat consistency

NO Is there a question the executive answers with a question back to the analyst? Activist · seen in 31.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.3% of calls 88.3% repeat consistency

NO Does anyone compare the company to an unnamed "competitor" or "peer" rather than naming it? Activist · seen in 63.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 63.3% of calls 83% repeat consistency

NO Does anyone use "historically" or "traditionally" while defending a current practice? Activist · seen in 28.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 28.6% of calls 83.7% repeat consistency

NO Is a departure, transition, or role change mentioned only in passing without a thank-you or tribute? Activist · seen in 10% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10% of calls 91% repeat consistency

NO Does anyone reference a private conversation ("as I told...", "as we discussed offline")? Activist · seen in 18% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18% of calls 85% repeat consistency

NO Does the transcript contain the phrase "next question" at least twice? Air Traffic · seen in 83.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 83.8% of calls 97.3% repeat consistency

NO Does an analyst ask a question spanning more than five sentences? Air Traffic · seen in 75.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 75.4% of calls 88.6% repeat consistency

NO Does any analyst ask a question containing multiple sub-questions (three or more)? Air Traffic · seen in 89.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 89.5% of calls 94% repeat consistency

NO Does the CEO answer a question personally after another executive initially responds? Air Traffic · seen in 58% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 58% of calls 90% repeat consistency

NO Does any speaker use the phrase "if you look at" at least twice? Air Traffic · seen in 35.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 35.1% of calls 90% repeat consistency

NO Does any analyst preface a question by summarizing the company's stated results? Air Traffic · seen in 75.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 75.4% of calls 80.6% repeat consistency

NO Does any speaker use the word "obviously" at least twice? Air Traffic · seen in 55.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 55.8% of calls 83.8% repeat consistency

NO Does anyone say "guidance" in the same sentence as a specific number? Air Traffic · seen in 56.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 56.4% of calls 90.3% repeat consistency

NO Does any analyst say "congrats" or "congratulations" to management? Air Traffic · seen in 35.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 35.8% of calls 99.7% repeat consistency

NO Is the word "scale" or "scaling" used as a verb? Air Traffic · seen in 22.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 22.7% of calls 97.7% repeat consistency

NO Does an analyst ask a question beginning with a number ("two questions", "three quick ones")? Air Traffic · seen in 32.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.8% of calls 88.7% repeat consistency

NO Does any analyst say "thank you" before asking their question? Air Traffic · seen in 71.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 71.4% of calls 90.4% repeat consistency

NO Does any analyst name two or more executives when asking their question? Air Traffic · seen in 35.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 35.1% of calls 86.9% repeat consistency

NO Does the word "outperform," "outperformance," or "beat" appear? Air Traffic · seen in 31.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.7% of calls 95.7% repeat consistency

NO Does anyone say "the environment" when describing market conditions? Air Traffic · seen in 51.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 51.5% of calls 83.9% repeat consistency

NO Does any executive use the word "momentum" at least twice? Air Traffic · seen in 29.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 29.5% of calls 97.3% repeat consistency

NO Does an executive begin an answer with "Great question," "Thanks," or "Appreciate"? Air Traffic · seen in 46% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46% of calls 88.3% repeat consistency

NO Does the CFO use the phrase "adjusted" or "non-GAAP" at least three times? Air Traffic · seen in 51.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 51.6% of calls 96.9% repeat consistency

NO Does any speaker say "thank you" more than three times? Air Traffic · seen in 78.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 78.4% of calls 80.1% repeat consistency

NO Does any speaker say "with that" as a transition phrase? Air Traffic · seen in 76.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 76.4% of calls 99% repeat consistency

NO Does anyone use the phrase "on a comparable basis" or "adjusted for"? Air Traffic · seen in 17.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17.6% of calls 92.6% repeat consistency

NO Does any speaker say "moving to" or "turning to" when changing topics? Air Traffic · seen in 74.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 74.8% of calls 93.8% repeat consistency

NO Does any speaker say "over to you" or "I'll turn it over"? Air Traffic · seen in 79.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 79.9% of calls 81.1% repeat consistency

NO Does any speaker say "operator" aloud during the call? Air Traffic · seen in 43.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 43.9% of calls 87.6% repeat consistency

NO Does anyone repeat the same stock phrase three or more times? Anthropologist · seen in 85.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 85.4% of calls 82.7% repeat consistency

NO Does anyone use the phrase "as you know" to introduce a claim? Anthropologist · seen in 49% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 49% of calls 90.7% repeat consistency

NO Does any speaker apologize without attaching a fix to the apology? Anthropologist · seen in 21.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.2% of calls 85.3% repeat consistency

NO Does the call end without any closing statement from the CEO? Anthropologist · seen in 24.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.4% of calls 93% repeat consistency

NO Is there a request to move the call along or to the last question? Bankruptcy · seen in 20% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20% of calls 86.3% repeat consistency

NO Does an executive answer a question with another question? Bankruptcy · seen in 36.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36.2% of calls 84.3% repeat consistency

NO Does an executive mention the weather? Bankruptcy · seen in 26.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 26.1% of calls 96% repeat consistency

NO Does anyone describe a negotiation currently in progress? Bankruptcy · seen in 31.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.5% of calls 90% repeat consistency

NO Does an executive describe a competitor with anything resembling respect? Bankruptcy · seen in 13.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.2% of calls 90% repeat consistency

NO Does the operator announce more than ten questioners in the Q&A? Clinical Trial · seen in 21.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.8% of calls 98% repeat consistency

NO Does anyone use the phrase "kind of" at least twice? Clinical Trial · seen in 75.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 75.9% of calls 87.5% repeat consistency

NO Does any question include the word "color"? Clinical Trial · seen in 59.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 59.8% of calls 92.3% repeat consistency

NO Does the CEO deliver the opening remarks rather than the CFO or IR head? Clinical Trial · seen in 87% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 87% of calls 91.6% repeat consistency

NO Does anyone say "if I may" or "if you don't mind"? Clinical Trial · seen in 16.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.3% of calls 99.7% repeat consistency

NO Does any executive's first sentence include the word "revenue"? Clinical Trial · seen in 11.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.4% of calls 84.8% repeat consistency

NO Does an analyst use the word "clarification" or "clarify" in a question? Compliance · seen in 29.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 29.5% of calls 97.3% repeat consistency

NO Does any question contain the phrase "color on" or "some color"? Compliance · seen in 53.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 53.1% of calls 86.6% repeat consistency

NO Does the operator use the phrase "our final question" before closing? Compliance · seen in 12.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.9% of calls 92.8% repeat consistency

NO Does anyone say "let me" at least three times? Compliance · seen in 32.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.5% of calls 94.8% repeat consistency

NO Does the word "aggressive" or "aggressively" appear at least once? Compliance · seen in 35.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 35.4% of calls 99.7% repeat consistency

NO Does an analyst ask a question referencing "the puts and takes"? Compliance · seen in 10.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.7% of calls 97.6% repeat consistency

NO Does anyone use the phrase "to be clear"? Compliance · seen in 16.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.3% of calls 97.3% repeat consistency

NO Does an analyst's question include a compliment followed by "but"? Compliance · seen in 14.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 14.1% of calls 85.6% repeat consistency

NO Does the CFO use the word "sequential" or "sequentially" at least once? Compliance · seen in 31.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.5% of calls 98.3% repeat consistency

NO Does any speaker say "with that" at least twice? Compliance · seen in 51.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 51.5% of calls 91.8% repeat consistency

NO Does anyone say "for the benefit of" or "just to remind" when restating context? Compliance · seen in 10.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.7% of calls 91.8% repeat consistency

NO Does anyone use the phrase "early days"? Con Artist · seen in 12.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.8% of calls 96.7% repeat consistency

NO Does the word "journey" appear? Con Artist · seen in 19.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.8% of calls 99.7% repeat consistency

NO Does the speaker describe a strategy as "disciplined" without describing any trade-off? Con Artist · seen in 23.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.1% of calls 84% repeat consistency

NO Is there an apology offered to a specific analyst by name? Con Artist · seen in 11.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.2% of calls 94.3% repeat consistency

NO Does anyone use the phrase "to be honest" or "frankly"? Couples · seen in 33.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.8% of calls 97% repeat consistency

NO Does anyone promise to "follow up" or "take that offline" and fail to commit to when? Couples · seen in 15.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15.6% of calls 85.3% repeat consistency

NO Does anyone on the call interrupt a colleague mid-sentence? Couples · seen in 13.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.4% of calls 91% repeat consistency

NO Does someone use a personal anecdote rather than a metric to justify confidence? Couples · seen in 20.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.8% of calls 81.3% repeat consistency

NO Does the word "question" appear in the operator's speech more than three times? Courtroom · seen in 88.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 88.1% of calls 97.3% repeat consistency

NO Does the word "growth" appear at least ten times? Courtroom · seen in 69.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 69.4% of calls 94.3% repeat consistency

NO Does anyone use the phrase "a couple of"? Courtroom · seen in 81% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 81% of calls 93.6% repeat consistency

NO Does an analyst ask about capital allocation or buybacks? Courtroom · seen in 46.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46.3% of calls 90.9% repeat consistency

NO Does management use the word "strong" at least three times? Courtroom · seen in 83.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 83.2% of calls 98.3% repeat consistency

NO Does an executive use the phrase "we're seeing" at least twice? Courtroom · seen in 53.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 53.4% of calls 87.5% repeat consistency

NO Does the word "opportunity" appear at least three times? Courtroom · seen in 77.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 77.2% of calls 93.3% repeat consistency

NO Does management use the word "confident" or "confidence" at least twice? Courtroom · seen in 53.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 53.4% of calls 96.3% repeat consistency

NO Does the phrase "record" appear at least twice in the transcript? Courtroom · seen in 34.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.9% of calls 93.3% repeat consistency

NO Does the word "team" appear at least twice? Courtroom · seen in 72% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 72% of calls 93.9% repeat consistency

NO Does management promise to follow up or take a question offline? Courtroom · seen in 18.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18.2% of calls 85.5% repeat consistency

NO Does any speaker say "we're excited about" or "we're pleased with"? Courtroom · seen in 62% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 62% of calls 82.3% repeat consistency

NO Do two or more analysts from the same firm ask questions? Courtroom · seen in 11.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.5% of calls 96.3% repeat consistency

NO Does anyone use the phrase "moving forward" or "go forward"? Courtroom · seen in 40.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.7% of calls 85.5% repeat consistency

NO Does management mention a specific number of stores, locations, or markets? Courtroom · seen in 48% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 48% of calls 88.9% repeat consistency

NO Does anyone use the word "folks"? Courtroom · seen in 23.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.5% of calls 96.3% repeat consistency

NO Does anyone say "thank you" more than five times in total? Courtroom · seen in 87.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 87.2% of calls 88.2% repeat consistency

NO Does an executive use the phrase "we believe"? Courtroom · seen in 83.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 83.6% of calls 94.9% repeat consistency

NO Does the operator use the phrase "next question" at least three times? Debate · seen in 75.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 75.2% of calls 97.3% repeat consistency

NO Does any analyst mention a specific percentage figure in their question? Debate · seen in 66.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 66.3% of calls 93.3% repeat consistency

NO Does the word "quarter" appear in at least ten questions or answers during the Q&A? Debate · seen in 75.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 75.7% of calls 91.2% repeat consistency

NO Does at least one analyst ask a question about margins or costs? Debate · seen in 88.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 88.5% of calls 95.6% repeat consistency

NO Does the CEO answer the majority of analyst questions personally? Debate · seen in 66.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 66.9% of calls 91.6% repeat consistency

NO Does any analyst ask a question phrased as "Can you talk about" or "Can you speak to"? Debate · seen in 60% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60% of calls 89.6% repeat consistency

NO Does the CFO speak during the Q&A portion at least twice? Debate · seen in 80.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 80.6% of calls 98.3% repeat consistency

NO Does any question reference a specific quarter (e.g., "fourth quarter") by name? Debate · seen in 76.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 76.2% of calls 92.3% repeat consistency

NO Does the operator interrupt the Q&A to announce time is limited or that this will be the last question? Debate · seen in 24% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24% of calls 91.2% repeat consistency

NO Does any analyst ask a question beginning with "just" (e.g., "just curious")? Debate · seen in 77.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 77.8% of calls 82.8% repeat consistency

NO Does any analyst ask about a specific dollar amount or number stated in the prepared remarks? Debate · seen in 86.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 86.4% of calls 84.9% repeat consistency

NO Does any question begin with the words "can you" or "could you"? Debate · seen in 83.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 83.3% of calls 86.2% repeat consistency

NO Does any executive use the phrase "if you look at" during the Q&A? Debate · seen in 52.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 52.9% of calls 93.3% repeat consistency

NO Does the CFO answer at least one question without the CEO speaking first? Debate · seen in 77.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 77.5% of calls 95.3% repeat consistency

NO Does any analyst ask a question containing an explicit comparison to a competitor company? Debate · seen in 31.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.7% of calls 91.6% repeat consistency

NO Does the phrase "moving on" or "next question" come from the operator? Debate · seen in 88.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 88.4% of calls 98.3% repeat consistency

NO Does an analyst ask about capital allocation (capex, buybacks, M&A, or dividends) in one question? Debate · seen in 60.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60.4% of calls 92% repeat consistency

NO Does the phrase "color" appear (e.g., "add some color") in the transcript? Debate · seen in 75.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 75.2% of calls 98.6% repeat consistency

NO Does the word "guidance" appear at least five times in the transcript? Debate · seen in 47.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 47.3% of calls 93.3% repeat consistency

NO Does any question contain the word "why"? Debate · seen in 36.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36.3% of calls 96.9% repeat consistency

NO Does any speaker say "I think" at least three times within a single answer? Debate · seen in 65.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 65.8% of calls 93% repeat consistency

NO Does any executive begin an answer by restating the analyst's name? Debate · seen in 85.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 85.1% of calls 93.6% repeat consistency

NO Does any executive's answer exceed 300 words in the transcript? Debate · seen in 68% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 68% of calls 85.5% repeat consistency

NO Does the CEO answer the first analyst question personally? Debate · seen in 65.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 65.9% of calls 97% repeat consistency

NO Does the word "obviously" appear in the transcript? Debate · seen in 74.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 74.1% of calls 89.7% repeat consistency

NO Does the transcript contain the word "margin" more than ten times? Debate · seen in 44.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 44.3% of calls 91.3% repeat consistency

NO Does an executive begin an answer with "So" as the first word? Debate · seen in 68.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 68.4% of calls 83.6% repeat consistency

NO Does the phrase "if I may" or "if I could" appear? Debate · seen in 32% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32% of calls 95.3% repeat consistency

NO Does any executive say "let me" at least once? Debate · seen in 66.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 66.1% of calls 94.5% repeat consistency

NO Does any question contain the word "specifically"? Debate · seen in 28.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 28.6% of calls 90% repeat consistency

NO Does management use the word "momentum" at least twice? Debate · seen in 31.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.7% of calls 96.6% repeat consistency

NO Does management mention "margin" or "margins" in prepared remarks? Debate · seen in 75.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 75.1% of calls 96.6% repeat consistency

NO Is the word "definitely" used by any speaker? Debate · seen in 41.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.6% of calls 98.7% repeat consistency

NO Does the word "seasonality" appear? Debate · seen in 27.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.1% of calls 99.7% repeat consistency

NO Does anyone use the word "robust" to describe demand, growth, or the pipeline? Debate · seen in 33% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33% of calls 94% repeat consistency

NO Does anyone use the word "leverage" as a verb at least once? Debate · seen in 48.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 48.9% of calls 97.3% repeat consistency

NO Does any executive use the word "team" when referring to employees? Debate · seen in 80.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 80.8% of calls 95.2% repeat consistency

NO Does any executive say "that said" or "having said that" to introduce a caveat? Debate · seen in 29.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 29.3% of calls 95.3% repeat consistency

NO Does an analyst's question include the phrase "going forward"? Debate · seen in 20.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.6% of calls 83.5% repeat consistency

NO Does an executive say "great question" at any point? Debate · seen in 20.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.2% of calls 99.7% repeat consistency

NO Does anyone say "we remain confident" or "we are confident"? Debate · seen in 42.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 42.2% of calls 93% repeat consistency

NO Does any executive say "thank you" immediately after finishing an answer? Debate · seen in 47.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 47.4% of calls 85.2% repeat consistency

NO Does an executive cite a specific dollar figure greater than one billion? Discovery · seen in 71% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 71% of calls 97.6% repeat consistency

NO Does any analyst's question contain the word "curious"? Discovery · seen in 57.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 57.5% of calls 99% repeat consistency

NO Does an analyst reference a specific prior quarter by name (e.g., "last quarter")? Discovery · seen in 63% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 63% of calls 82.5% repeat consistency

NO Does any speaker say "obviously" two or more times? Discovery · seen in 61.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 61.8% of calls 88.7% repeat consistency

NO Does any analyst ask a follow-up in the same turn after their first answer? Discovery · seen in 86.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 86.2% of calls 91.9% repeat consistency

NO Does any analyst ask about a specific geographic region or market? Discovery · seen in 70.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 70.6% of calls 91.4% repeat consistency

NO Does any analyst ask a question that includes the phrase "long term" or "long-term"? Discovery · seen in 34.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.7% of calls 82.5% repeat consistency

NO Does the word "margin" or "margins" appear at least five times? Discovery · seen in 63.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 63.4% of calls 94.3% repeat consistency

NO Does the word "opportunity" or "opportunities" appear at least three times? Discovery · seen in 76.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 76.7% of calls 95.2% repeat consistency

NO Does an executive say "we'll come back to that" or defer an answer to a follow-up? Discovery · seen in 37.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.3% of calls 86.5% repeat consistency

NO Does anyone say "thank you" three or more times in the Q&A section? Discovery · seen in 82.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 82.3% of calls 85.2% repeat consistency

NO Does the CFO use the phrase "free cash flow" at least once? Discovery · seen in 34.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.4% of calls 98% repeat consistency

NO Does any executive use the word "momentum"? Discovery · seen in 51.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 51.2% of calls 97.6% repeat consistency

NO Does the CEO mention at least one specific customer segment by name (e.g., "enterprise")? Discovery · seen in 70.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 70.6% of calls 86.2% repeat consistency

NO Does the phrase "take your question" or "take the question" appear? Discovery · seen in 23.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.7% of calls 81.5% repeat consistency

NO Does any analyst introduce themselves by name before asking their first question? Discovery · seen in 27.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.2% of calls 95.5% repeat consistency

NO Does anyone say "including" at least three times? Discovery · seen in 68.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 68.3% of calls 85.6% repeat consistency

NO Does management reference "the macro environment" or "macroeconomic" at least once? Discovery · seen in 25.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 25.5% of calls 97.6% repeat consistency

NO Does any executive reference "our team" or "the team" at least twice? Discovery · seen in 59.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 59.5% of calls 88.7% repeat consistency

NO Does the operator announce more than one analyst from the same firm? Discovery · seen in 15% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15% of calls 98.3% repeat consistency

NO Does any prepared remark mention "headwinds" or "tailwinds"? Discovery · seen in 33.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.1% of calls 94.8% repeat consistency

NO Does any speaker say "with that, I'll turn it over"? Discovery · seen in 55.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 55.8% of calls 83.5% repeat consistency

NO Does the CFO use the phrase "capital allocation"? Discovery · seen in 15.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15.3% of calls 99% repeat consistency

NO Does an executive decline to answer, citing that something will come later or is not disclosed? Editor · seen in 77.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 77.3% of calls 92.9% repeat consistency

NO Does an analyst ask a two-part question containing the word "but"? Editor · seen in 74.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 74.2% of calls 83.3% repeat consistency

NO Does anyone ask a follow-up question in the same turn after their first question is answered? Editor · seen in 87.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 87.8% of calls 92.9% repeat consistency

NO Does anyone answer "yes" or "no" as the first word of a response? Editor · seen in 83.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 83.2% of calls 90.3% repeat consistency

NO Does anyone say "thank you" at least ten times in the transcript? Editor · seen in 73.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 73.2% of calls 81.8% repeat consistency

NO Does an executive use the phrase "if you look at" at least twice? Editor · seen in 36.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36.2% of calls 89.9% repeat consistency

NO Does any analyst begin their question with "Hi" or "Hello" as a greeting? Editor · seen in 60.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60.1% of calls 95.6% repeat consistency

NO Does anyone say "we are excited about" without naming a number? Editor · seen in 38.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 38.7% of calls 92.3% repeat consistency

NO Does an analyst reference a peer company's results or valuation? Editor · seen in 21.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.4% of calls 88% repeat consistency

NO Does any speaker use the phrase "just to clarify" or "just to be clear"? Editor · seen in 20.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.3% of calls 95.3% repeat consistency

NO Does management use the word "headwind" or "headwinds"? Editor · seen in 42.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 42.1% of calls 97.6% repeat consistency

NO Does any speaker use the word "tailwind" or "tailwinds"? Editor · seen in 27.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.3% of calls 99.7% repeat consistency

NO Does any speaker use the word "momentum"? Editor · seen in 52.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 52.8% of calls 98.7% repeat consistency

NO Does the word "investments" appear in the context of margins or costs? Editor · seen in 40.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.8% of calls 88% repeat consistency

NO Does anyone mention "FX" or "foreign exchange"? Editor · seen in 27.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.4% of calls 98.7% repeat consistency

NO Does the word "efficiency" or "productivity" appear at least twice? Editor · seen in 47.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 47.4% of calls 96% repeat consistency

NO Does an analyst thank the executives or congratulate them before asking a question? Editor · seen in 74.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 74.7% of calls 91.9% repeat consistency

NO Does an executive say "great question" or "thanks for the question"? Editor · seen in 40.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.2% of calls 89.9% repeat consistency

NO Does an executive say "as we said last quarter" or reference a prior call? Editor · seen in 72.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 72.2% of calls 83.3% repeat consistency

NO Does the phrase "going forward" appear at least twice? Editor · seen in 30.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 30.1% of calls 88.2% repeat consistency

NO Does management use the word "levers" when discussing actions? Editor · seen in 13% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13% of calls 95% repeat consistency

NO Does management thank analysts by name at any point after a question? Editor · seen in 58.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 58.8% of calls 87.5% repeat consistency

NO Does anyone say "we'll take that offline" or offer to follow up after the call? Editor · seen in 15.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15.3% of calls 86.5% repeat consistency

NO Does management use the word "committed" regarding a target? Editor · seen in 33.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.2% of calls 91% repeat consistency

NO Does the CEO's prepared remarks mention "macro" or "macroeconomic"? Editor · seen in 19.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.5% of calls 98.3% repeat consistency

NO Does anyone use the phrase "the vast majority"? Editor · seen in 16.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.3% of calls 99.7% repeat consistency

NO Does the word "temporary" or "transitory" appear? Editor · seen in 18.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18.6% of calls 97.3% repeat consistency

NO Is an analyst's question answered with "great question" or similar? Editor · seen in 28.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 28.9% of calls 88.6% repeat consistency

YES Is there a questioner from an investment bank other than the first three analysts who ask questions? Fact Checker · seen in 80.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 80.1% of calls 98% repeat consistency

NO Does any analyst ask a question that includes a reference to a specific dollar figure? Fact Checker · seen in 64.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 64.9% of calls 93.6% repeat consistency

NO Does anyone say "thank you" at least ten times across the call? Fact Checker · seen in 67.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 67.1% of calls 81.1% repeat consistency

NO Does the phrase "thank you for taking my question" or "thanks for taking my question" appear? Fact Checker · seen in 50.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 50.4% of calls 94.9% repeat consistency

NO Does any analyst's first sentence contain a compliment or thanks before asking their question? Fact Checker · seen in 81.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 81.3% of calls 97.3% repeat consistency

NO Does the CFO present in both the prepared remarks and the Q&A portion of the call? Fact Checker · seen in 84.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 84.1% of calls 98% repeat consistency

NO Does the CEO personally deliver the closing remarks of the call? Fact Checker · seen in 68.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 68.9% of calls 95.3% repeat consistency

NO Does the CEO's prepared remarks contain the word "team" at least twice? Fact Checker · seen in 40.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.9% of calls 91.6% repeat consistency

NO Does any speaker use the phrase "moving on" or "with that" to transition between topics? Fact Checker · seen in 80.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 80.9% of calls 95.3% repeat consistency

NO Does the phrase "in terms of" appear at least twice? Forensic · seen in 84.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 84.8% of calls 94% repeat consistency

NO First-person singular ("I believe," "I think") used more by the CFO than the CEO. Forensic · seen in 13.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.5% of calls 89% repeat consistency

NO A single question receives answers from two different executives. Forensic · seen in 83.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 83.4% of calls 97.7% repeat consistency

NO A hedge word ("maybe," "sort of") appears inside a direct quantitative claim. Forensic · seen in 78.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 78.4% of calls 81% repeat consistency

NO Does any speaker use the word "obviously"? Forensic · seen in 81.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 81.7% of calls 95% repeat consistency

NO Does the word "guidance" appear in both prepared remarks and the Q&A section? Forensic · seen in 50% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 50% of calls 93% repeat consistency

NO Does any executive defer a question to another executive by name? Forensic · seen in 61.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 61.6% of calls 95.3% repeat consistency

NO Someone uses the word "honestly," "frankly," or "to be clear." Forensic · seen in 44.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 44.9% of calls 96% repeat consistency

NO Does anyone use the word "ecosystem" or "platform" without a number attached? Forensic · seen in 60.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60.6% of calls 98.7% repeat consistency

NO Does the transcript contain the word "certainly" three or more times? Forensic · seen in 34.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.5% of calls 93% repeat consistency

NO Does anyone begin an answer by restating or paraphrasing the analyst's name? Forensic · seen in 76.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 76.6% of calls 89% repeat consistency

NO Does an analyst reference a competitor by name during their question? Forensic · seen in 24.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.2% of calls 92.3% repeat consistency

NO Does a speaker say "let me" at least twice in the transcript? Forensic · seen in 49.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 49.3% of calls 93.7% repeat consistency

NO The transcript contains an apology unrelated to financial results. Forensic · seen in 39.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 39.5% of calls 86% repeat consistency

NO The word "challenge" is spoken more often than "opportunity." Forensic · seen in 14.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 14.7% of calls 93% repeat consistency

NO Does the word "seasonality" or "seasonal" appear? Forensic · seen in 44.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 44.7% of calls 99.3% repeat consistency

NO The phrase "as you know" appears at least twice. Forensic · seen in 27.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.8% of calls 89% repeat consistency

NO Does any speaker use the word "challenge" or "challenges" at least three times? Forensic · seen in 18.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18.3% of calls 86% repeat consistency

NO Does anyone mention "weather" as a factor affecting results? Forensic · seen in 19.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.1% of calls 95.7% repeat consistency

NO Does an executive say "thank you" to the analyst before answering a question? Forensic · seen in 46.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46.7% of calls 81.9% repeat consistency

NO Does any speaker say "great question" or similar praise of a question? Forensic · seen in 37.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.4% of calls 96.3% repeat consistency

NO The final question is answered noticeably shorter than the opening ones. Forensic · seen in 37.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.3% of calls 81% repeat consistency

NO Does anyone say "we remain" followed by a verb (e.g., "we remain committed")? Forensic · seen in 36% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36% of calls 82.6% repeat consistency

NO Does an executive cite a conversation with a customer that has no verifiable specificity (unnamed, undated, unquantified)? Historian · seen in 48.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 48.9% of calls 82% repeat consistency

NO Does the transcript contain a sentence that begins with "What I would say is"? Historian · seen in 10.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.3% of calls 95.3% repeat consistency

NO Does any question mention a specific percentage or dollar figure? Hostage · seen in 88.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 88.5% of calls 93.9% repeat consistency

NO Does the CEO personally answer more questions than any other executive? Hostage · seen in 72.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 72.7% of calls 93.9% repeat consistency

NO Does the operator say "our final question" or similar? Hostage · seen in 18.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18.1% of calls 92.3% repeat consistency

NO Does the word "opportunity" or "opportunities" appear at least five times? Hostage · seen in 58.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 58.7% of calls 92.3% repeat consistency

NO Does the word "clearly" appear at least twice? Hostage · seen in 24.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.8% of calls 92.3% repeat consistency

NO Does the word "leverage" appear as a verb at least twice? Hostage · seen in 26.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 26.5% of calls 94.3% repeat consistency

NO Does any analyst's first name get used by an executive when thanking them? Hostage · seen in 57.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 57.8% of calls 85.2% repeat consistency

NO Does the operator announce more than five questioners? Insurance · seen in 64.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 64.7% of calls 99% repeat consistency

NO Are there more than ten analyst questions in total? Insurance · seen in 79.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 79.4% of calls 92.9% repeat consistency

NO Does the operator use the phrase "our next question comes from" more than three times? Insurance · seen in 52.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 52.3% of calls 80.4% repeat consistency

NO Are the CEO's prepared remarks longer than the CFO's, judged by speaker turns on the transcript page? Insurance · seen in 68.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 68.2% of calls 84.5% repeat consistency

NO Does management say "we are not going to comment on" or equivalent refusal language? Insurance · seen in 40.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.6% of calls 83.3% repeat consistency

NO Executive corrects an analyst's premise. Insurance · seen in 60% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60% of calls 80.3% repeat consistency

NO Does the CFO's prepared section exceed the CEO's in number of paragraphs? Insurance · seen in 38% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 38% of calls 86.5% repeat consistency

NO Does the CEO personally answer more than half of the analyst questions? Insurance · seen in 64.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 64.9% of calls 92.1% repeat consistency

NO Does any analyst mention the word "margin" in their first question? Insurance · seen in 39.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 39.4% of calls 93.8% repeat consistency

NO Executive uses the word "excited" more than twice. Insurance · seen in 27.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.7% of calls 92.3% repeat consistency

NO Does any analyst ask a multi-part question containing three or more distinct questions? Insurance · seen in 82% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 82% of calls 87.3% repeat consistency

NO Does the word "guidance" appear at least three times? Insurance · seen in 58.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 58.2% of calls 94% repeat consistency

NO Does any analyst ask a two-part question signaled by "and also" or "and secondly"? Insurance · seen in 46.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46.5% of calls 84.2% repeat consistency

NO Does an analyst begin with a compliment, such as "great quarter" or "congrats"? Insurance · seen in 41.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.4% of calls 93.9% repeat consistency

NO Does an executive say "we said" when recalling prior statements? Insurance · seen in 47.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 47.7% of calls 89.7% repeat consistency

NO Does any analyst begin their turn with "thanks" or "thank you"? Insurance · seen in 71.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 71.8% of calls 89.9% repeat consistency

NO Does the word "headwind" or "tailwind" appear at least twice? Insurance · seen in 36.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36.1% of calls 98.3% repeat consistency

NO Does the word "synergies" appear? Insurance · seen in 19.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.8% of calls 99% repeat consistency

NO Does any analyst address a question to two or more executives by name? Insurance · seen in 33.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.6% of calls 86.6% repeat consistency

NO Does the word "capital" appear at least five times? Insurance · seen in 53.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 53.8% of calls 93.3% repeat consistency

NO Does any executive say "we feel" rather than "we believe" or "we think"? Insurance · seen in 58.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 58.2% of calls 95.7% repeat consistency

NO Does the word "capital" appear in at least three different speakers' turns? Insurance · seen in 37.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.7% of calls 90.4% repeat consistency

NO Does an executive use the phrase "over time" at least twice? Insurance · seen in 24.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.7% of calls 94.3% repeat consistency

NO Does an executive say "as I mentioned" or "as we said" at least once? Insurance · seen in 75.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 75.9% of calls 87.2% repeat consistency

NO Does the CEO open the call before any analyst questions by mentioning the macro environment? Insurance · seen in 32% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32% of calls 87% repeat consistency

NO Does anyone say "we are pleased" or "we're excited"? Insurance · seen in 75% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 75% of calls 94.3% repeat consistency

NO Does anyone use the word "leverage" (financial or metaphorical)? Insurance · seen in 72.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 72.8% of calls 95.7% repeat consistency

NO Does an analyst thank management before asking their question? Insurance · seen in 60.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60.9% of calls 82.3% repeat consistency

NO Is the word "automation" or "productivity" used at least once? Insurance · seen in 37.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.9% of calls 99% repeat consistency

NO Does the word "uncertainty" or "uncertainties" appear at least twice? Insurance · seen in 37.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.8% of calls 95% repeat consistency

NO Does the phrase "year over year" appear at least three times? Insurance · seen in 46% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46% of calls 90.6% repeat consistency

NO Does management use the word "leverage" or "leveraging" at least twice? Insurance · seen in 51.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 51.1% of calls 94.6% repeat consistency

NO Currency headwinds mentioned unprompted. Insurance · seen in 29.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 29.3% of calls 97% repeat consistency

NO Is the phrase "a number of" used at least once? Insurance · seen in 67.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 67.1% of calls 94.6% repeat consistency

NO Does anyone use the phrase "best-in-class" or "industry-leading"? Insurance · seen in 27.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.3% of calls 100% repeat consistency

NO Does the word "momentum" appear at least twice in prepared remarks? Insurance · seen in 21.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.7% of calls 94.3% repeat consistency

NO Is the phrase "on a constant currency basis" or similar currency adjustment used? Insurance · seen in 20.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.6% of calls 97% repeat consistency

NO Does an analyst's question include the phrase "just to clarify"? Insurance · seen in 10.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.1% of calls 94.3% repeat consistency

NO Does the phrase "the team" appear at least twice in management remarks? Insurance · seen in 41.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.2% of calls 80.5% repeat consistency

NO Does any speaker say "so clearly" or "quite frankly"? Insurance · seen in 18% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18% of calls 90.2% repeat consistency

NO Does management use the phrase "we believe" at least three times? Insurance · seen in 54% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 54% of calls 92.3% repeat consistency

NO Speaker says "we don't guide" on anything. Insurance · seen in 16.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.5% of calls 91.7% repeat consistency

NO Does the CFO use the word "quarter" at least ten times? Insurance · seen in 74.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 74.6% of calls 90.7% repeat consistency

NO Does any speaker say "thank you" more than five times in total? Insurance · seen in 81.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 81.2% of calls 83.8% repeat consistency

NO Does the word "macro" or "macroeconomic" appear at least twice in the call? Insurance · seen in 23.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.1% of calls 99.3% repeat consistency

NO Does the transcript contain the word "typically" at least twice? Insurance · seen in 17.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17.4% of calls 92.6% repeat consistency

NO Does an executive state they will "come back to" a question or follow up later? Insurance · seen in 13.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.4% of calls 89.7% repeat consistency

NO Does management thank analysts for their questions at any point during Q&A? Insurance · seen in 59.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 59.8% of calls 82.5% repeat consistency

NO Speaker admits being surprised by anything. Insurance · seen in 28.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 28.1% of calls 86% repeat consistency

NO Does any speaker use the phrase "going forward"? Insurance · seen in 61.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 61.4% of calls 88% repeat consistency

NO Does management use the phrase "going forward" at least twice? Insurance · seen in 24.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.9% of calls 84.2% repeat consistency

NO Does anyone say "stability" or "stable" when describing demand? Insurance · seen in 23.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.6% of calls 89.6% repeat consistency

NO Word "normal" used about demand. Insurance · seen in 29.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 29.3% of calls 86.3% repeat consistency

NO Does an executive say "stay tuned" or "more to come"? Insurance · seen in 11.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.7% of calls 99% repeat consistency

NO Does management describe a cost program, restructuring, or efficiency initiative by a proper name? Insurance · seen in 16.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.8% of calls 94% repeat consistency

NO Does the CFO's prepared section mention interest expense by name or figure? Insurance · seen in 31.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.7% of calls 97.7% repeat consistency

NO Does the word "volatility" appear? Insurance · seen in 28.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 28.6% of calls 99.3% repeat consistency

NO Executive mentions a hobby or personal anecdote. Insurance · seen in 16.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.7% of calls 88% repeat consistency

NO Does the word "pipeline" appear without a dollar figure attached? Insurance · seen in 55.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 55.3% of calls 99% repeat consistency

NO Does the phrase "the macro" or "macro environment" appear? Insurance · seen in 19.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.7% of calls 93.6% repeat consistency

NO Does the phrase "our team" appear at least twice? Insurance · seen in 32.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.9% of calls 85.5% repeat consistency

NO Does an executive say "great question" or "good question" at least twice? Insurance · seen in 15% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15% of calls 97% repeat consistency

NO Does any speaker say "we remain" followed by an adjective? Insurance · seen in 53.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 53.5% of calls 93.3% repeat consistency

NO Does management thank analysts by name when responding? Insurance · seen in 52.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 52.9% of calls 83.5% repeat consistency

NO Is the word "flexibility" or "flexible" used at least once? Insurance · seen in 44.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 44.4% of calls 99.7% repeat consistency

NO Does anyone say "takeaway," "take out," or "take rate"? Insurance · seen in 17.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17.8% of calls 95% repeat consistency

NO Analyst compliments the team before asking a question. Insurance · seen in 17.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17.4% of calls 80.3% repeat consistency

NO Does any speaker use "we're" where "we are" could substitute, more than twenty times overall? Interrogator · seen in 61.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 61.9% of calls 83.8% repeat consistency

NO Does any analyst reference the CEO or CFO by first name? Interrogator · seen in 79.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 79.6% of calls 93.8% repeat consistency

NO Does anyone say "obviously" at least three times? Interrogator · seen in 43.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 43.3% of calls 86.9% repeat consistency

NO Does anyone use the word "pipeline" at least twice? Interrogator · seen in 37.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.8% of calls 98.3% repeat consistency

NO Does anyone say "moving on" or "let me turn it over" during prepared remarks? Interrogator · seen in 36% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36% of calls 88.3% repeat consistency

NO Does an analyst ask a question starting with "just"? Linguist · seen in 72.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 72.9% of calls 81.8% repeat consistency

NO Does anyone say "headwind" or "headwinds" more than once? Linguist · seen in 27.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.7% of calls 97.6% repeat consistency

NO Does an analyst use the phrase "to clarify"? Linguist · seen in 17.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17.1% of calls 92.4% repeat consistency

NO Does any executive use the phrase "year over year" at least three times? Linguist · seen in 41.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.8% of calls 91.8% repeat consistency

NO Does an executive cite a conversation with a customer, partner, or employee as evidence? Military · seen in 53% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 53% of calls 84.3% repeat consistency

NO Does any question go to a named executive other than the CEO or CFO? Military · seen in 32.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.5% of calls 85.7% repeat consistency

NO Does an executive say "to be clear" or "let me be clear"? Military · seen in 13.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.8% of calls 96% repeat consistency

NO Does anyone mention a competitor by name without being prompted? Military · seen in 17% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17% of calls 91.7% repeat consistency

NO Is there a question that management declines to answer directly, citing timing or disclosure constraints? Negotiation · seen in 71.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 71.2% of calls 88% repeat consistency

NO Does any question explicitly reference the company's prior guidance or outlook? Negotiation · seen in 80% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 80% of calls 91.7% repeat consistency

NO Does any speaker say "next question" or does the operator use the word "final" before the last question? Negotiation · seen in 76.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 76.1% of calls 81.7% repeat consistency

NO Does the word "invest" or "investment" appear at least five times in the transcript? Negotiation · seen in 62% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 62% of calls 92% repeat consistency

NO Does the CFO handle a strategic question instead of a financial one? Negotiation · seen in 58.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 58.9% of calls 86.3% repeat consistency

NO Does an analyst flatter management within their first sentence of speaking? Negotiation · seen in 46.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46.6% of calls 90.7% repeat consistency

NO Does an analyst ask two questions when told to ask only one? Negotiation · seen in 15.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15.2% of calls 88.3% repeat consistency

NO Does anyone use the phrase "underlying" to modify a business metric? Negotiation · seen in 38.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 38.3% of calls 94.7% repeat consistency

NO Does anyone say "excited" or "pleased" at least twice in the transcript? Negotiation · seen in 70.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 70.6% of calls 97% repeat consistency

NO Does the word "guidance" appear in the prepared remarks (not just Q&A)? Negotiation · seen in 64% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 64% of calls 98.7% repeat consistency

NO Is the word "margin" used with a number attached (e.g., "400 basis points")? Negotiation · seen in 66.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 66.7% of calls 93.3% repeat consistency

NO Does the transcript contain the word "record" preceding a noun (e.g., "record margin")? Negotiation · seen in 40.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.6% of calls 97.3% repeat consistency

NO Does an executive answer a question by citing a competitor's actions? Negotiation · seen in 36.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36.3% of calls 88% repeat consistency

NO Does the word "macro" or "macroeconomic" appear in the transcript? Negotiation · seen in 39.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 39.9% of calls 99.3% repeat consistency

NO Does the word "challenges" appear more than once? Negotiation · seen in 21.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.8% of calls 92.7% repeat consistency

NO Does the CEO begin an answer with "look" or "listen"? Negotiation · seen in 21.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.3% of calls 94.7% repeat consistency

NO Does the word "inflation" appear anywhere in the transcript? Negotiation · seen in 36.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36.9% of calls 98% repeat consistency

NO Is there a pause or silence acknowledged on the call ("I think we lost you")? Negotiation · seen in 19.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.2% of calls 87.7% repeat consistency

NO Does an executive name a specific competitor during the call? Negotiation · seen in 24.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.5% of calls 90.7% repeat consistency

NO Does the word "challenges" appear at least three times in the transcript? Negotiation · seen in 12.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.3% of calls 93.3% repeat consistency

NO Does anyone say "we don't break that out" in response to a question? Negotiation · seen in 10.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.7% of calls 94.3% repeat consistency

NO Does anyone describe a metric as "noisy" or "lumpy"? Negotiation · seen in 15.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15.6% of calls 95.7% repeat consistency

NO Does an executive mention a specific number of percentage points when discussing market share? Negotiation · seen in 14.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 14.7% of calls 96.7% repeat consistency

NO Does a speaker correct a figure they themselves just stated? Negotiation · seen in 23.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.8% of calls 84% repeat consistency

NO Does the CEO refer to a competitor by name rather than "competition" or "peers"? Negotiation · seen in 18.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18.8% of calls 91.3% repeat consistency

NO Does the CEO mention their own tenure or years of experience unprompted? Negotiation · seen in 19.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.9% of calls 97% repeat consistency

NO Does anyone use the phrase "the team" when taking ownership would be natural? Poker · seen in 42.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 42.5% of calls 81% repeat consistency

NO Does anyone blame weather, holidays, or calendar quirks unprompted? Poker · seen in 35.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 35.6% of calls 83% repeat consistency

NO Does anyone cite a personal anecdote involving a customer conversation? Poker · seen in 16.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.6% of calls 81.7% repeat consistency

NO Does anyone use the phrase "a little bit"? Private Credit · seen in 87.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 87.3% of calls 96% repeat consistency

NO Is the CFO the speaker for at least one analyst question? Private Credit · seen in 87.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 87.8% of calls 99% repeat consistency

NO Does the word "guidance" appear in the transcript? Private Credit · seen in 78.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 78.7% of calls 97.3% repeat consistency

NO Does anyone say "we're excited" or "we are excited"? Private Credit · seen in 49.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 49.5% of calls 93.7% repeat consistency

NO Does the word "dividend" appear? Private Credit · seen in 45.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 45.5% of calls 98.7% repeat consistency

NO Is the word "invest" or "investment" used more than twice? Private Credit · seen in 75% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 75% of calls 95.3% repeat consistency

NO Does the word "invest" or "investment" appear at least twice? Private Credit · seen in 85.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 85.8% of calls 96.7% repeat consistency

NO Does anyone cite a percentage of revenue from a specific segment? Private Credit · seen in 40.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.3% of calls 92.6% repeat consistency

NO Does the word "challenge" or "challenging" appear at least once? Private Credit · seen in 68.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 68.6% of calls 97.3% repeat consistency

NO Does anyone describe cutting discretionary spending like travel or hiring? Private Credit · seen in 13.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.8% of calls 94.3% repeat consistency

NO Does the phrase "year over year" appear? Private Credit · seen in 72.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 72.9% of calls 96% repeat consistency

NO Does the word "liquidity" appear at least once? Private Credit · seen in 34.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.7% of calls 99.7% repeat consistency

NO Does the transcript mention refinancing, maturity dates, or debt coming due? Private Credit · seen in 32% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32% of calls 95% repeat consistency

NO Does anyone mention selling assets, real estate, or equipment to raise cash? Private Credit · seen in 24.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.2% of calls 90.7% repeat consistency

NO Does anyone reference "the macro" or "macro environment"? Private Credit · seen in 26.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 26.5% of calls 91% repeat consistency

NO Is the word "capacity" mentioned? Private Credit · seen in 55.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 55.7% of calls 100% repeat consistency

NO Does anyone use the phrase "our customers" rather than naming a customer? Private Credit · seen in 60.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60.7% of calls 95% repeat consistency

NO Does the transcript include a question about interest expense or debt service? Private Credit · seen in 10.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.7% of calls 95.3% repeat consistency

NO Does the phrase "working capital" appear in a context other than a seasonality excuse? Private Credit · seen in 25.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 25.7% of calls 98% repeat consistency

NO Does management thank analysts at any point? Private Credit · seen in 84.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 84.9% of calls 84.3% repeat consistency

NO Does anyone reference borrowing from a bank or drawing on a credit facility? Private Credit · seen in 32.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.6% of calls 87.7% repeat consistency

NO Does the word "cost" appear in the first ten sentences of prepared remarks? Private Credit · seen in 23.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.8% of calls 85.3% repeat consistency

NO Does an executive say "we remain confident" or similar? Private Credit · seen in 35.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 35.8% of calls 82.6% repeat consistency

NO Does anyone mention covenants, amendments to loan documents, or lender conversations? Private Credit · seen in 11.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.6% of calls 95.7% repeat consistency

NO Does anyone say "with that" or "that said" to pivot? Private Credit · seen in 81.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 81.4% of calls 96.7% repeat consistency

NO Does an executive open their first answer by thanking the analyst? Private Credit · seen in 37.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.1% of calls 94.6% repeat consistency

NO Does any analyst's question include the word "capex" or "cash flow"? Procurement · seen in 38.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 38.5% of calls 94.5% repeat consistency

NO Does the word "headline" or "headwinds" appear at least once? Procurement · seen in 43.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 43.1% of calls 95.9% repeat consistency

NO Does the word "core" appear at least twice? Procurement · seen in 44% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 44% of calls 97.6% repeat consistency

NO Does an analyst's turn contain the word "congratulations"? Procurement · seen in 20.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.2% of calls 97.6% repeat consistency

NO Does any analyst ask a question containing "how" and also "why"? Procurement · seen in 11.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.3% of calls 94.5% repeat consistency

NO Does any executive say "as we mentioned" or "as I mentioned" at least once? Procurement · seen in 66.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 66.3% of calls 89.7% repeat consistency

YES Are there more than eight analyst questioners? Project · seen in 37.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 37.5% of calls 99.7% repeat consistency

NO Does any analyst's question include a percentage figure? Project · seen in 69.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 69.1% of calls 91.1% repeat consistency

NO Does any analyst's question contain the word "guidance"? Project · seen in 54.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 54.3% of calls 92.4% repeat consistency

NO Does the CFO's prepared remarks exceed 1,000 words? Project · seen in 40.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.9% of calls 89.3% repeat consistency

NO Does any speaker say "if you look at"? Project · seen in 54.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 54.1% of calls 89.3% repeat consistency

NO Does the CEO personally answer the first question? Project · seen in 69.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 69.3% of calls 92.4% repeat consistency

NO Does any speaker use the phrase "tailwind" or "tailwinds"? Project · seen in 27.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.3% of calls 99.7% repeat consistency

NO Does management use the phrase "balance sheet" at least twice? Project · seen in 41.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.1% of calls 96.6% repeat consistency

NO Does the CEO make closing remarks after the Q&A ends? Project · seen in 64.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 64.8% of calls 96.2% repeat consistency

NO Does any speaker say "structurally" or "secular"? Project · seen in 13% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13% of calls 97.9% repeat consistency

NO Does the operator say "our next question" two or more times? Scientist · seen in 73.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 73.5% of calls 85.6% repeat consistency

NO Does the final questioner get an explicit closing acknowledgment from the operator ("last question" or similar)? Scientist · seen in 25.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 25.7% of calls 95.2% repeat consistency

NO Does management use the phrase "business as usual" or "as expected" at least once? Scientist · seen in 23.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.9% of calls 94.2% repeat consistency

NO Does an analyst preface a question with "quick" or "quickly"? Screenwriter · seen in 56% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 56% of calls 99% repeat consistency

NO Does an executive state a specific numeric percentage when answering a question? Screenwriter · seen in 86.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 86.7% of calls 97.9% repeat consistency

NO Does anyone say "in terms of" at least twice? Screenwriter · seen in 84.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 84.8% of calls 94% repeat consistency

NO Is there a question that clearly annoyed the executive, visible in the reply's abruptness? Screenwriter · seen in 27.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.1% of calls 85.3% repeat consistency

NO Does the word "guidance" appear in the Q&A section? Screenwriter · seen in 66.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 66.6% of calls 93.1% repeat consistency

NO Does the word "strong" appear more than five times? Screenwriter · seen in 64.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 64.9% of calls 91.3% repeat consistency

NO Does the phrase "thank you" appear more than ten times? Screenwriter · seen in 62.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 62.8% of calls 80.9% repeat consistency

NO Does an analyst ask a question containing the word "margin"? Screenwriter · seen in 60.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60.2% of calls 93.6% repeat consistency

NO Does management use the word "guidance" at least twice? Screenwriter · seen in 65.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 65.8% of calls 95.5% repeat consistency

NO Does the phrase "thank you" appear at least ten times anywhere in the transcript? Screenwriter · seen in 72.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 72.8% of calls 83.2% repeat consistency

NO Does an executive begin an answer by restating the analyst's name? Screenwriter · seen in 85.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 85.3% of calls 97% repeat consistency

NO Does any analyst ask about capital allocation or share repurchases? Screenwriter · seen in 42.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 42.2% of calls 93.1% repeat consistency

NO Does the word "challenge" or "challenging" appear at least twice? Screenwriter · seen in 47.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 47.8% of calls 95.2% repeat consistency

NO Does the word "opportunity" or "opportunities" appear more than three times? Screenwriter · seen in 66.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 66.5% of calls 93.3% repeat consistency

NO Is there a villain—market conditions, regulation, currency—that behaves consistently across the call? Screenwriter · seen in 83.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 83.3% of calls 86.3% repeat consistency

NO Does the word "challenging" appear? Screenwriter · seen in 41.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.6% of calls 98.3% repeat consistency

NO Does the word "certainly" appear at least once in management's answers? Screenwriter · seen in 59.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 59.3% of calls 95.9% repeat consistency

NO Does any analyst ask a personal, warm, or congratulatory question? Screenwriter · seen in 49.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 49.4% of calls 92.3% repeat consistency

NO Does the phrase "capital" appear at least five times? Screenwriter · seen in 50.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 50.3% of calls 92.1% repeat consistency

NO Does an analyst ask a question the prepared remarks already answered? Screenwriter · seen in 86.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 86.1% of calls 82.7% repeat consistency

NO Does the word "quarter" appear at least twenty times? Screenwriter · seen in 84.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 84.4% of calls 90.4% repeat consistency

NO Does any single analyst ask more than two questions during the whole call? Screenwriter · seen in 86.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 86.6% of calls 89.7% repeat consistency

NO Does the phrase "on a year-over-year basis" or "year over year" appear at least twice? Screenwriter · seen in 60.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60.1% of calls 89.3% repeat consistency

NO Is the word "headwinds" or "tailwinds" used? Screenwriter · seen in 41.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.8% of calls 97.3% repeat consistency

NO Does the word "margin" appear at least three times? Screenwriter · seen in 73.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 73.6% of calls 98% repeat consistency

NO Is the word "confidence" or "confident" spoken by any executive? Screenwriter · seen in 73.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 73.2% of calls 97.7% repeat consistency

NO Does anyone use the phrase "call it" or "let's call it" before an estimate? Screenwriter · seen in 24.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.7% of calls 96.7% repeat consistency

NO Does the phrase "going forward" appear? Screenwriter · seen in 62.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 62.9% of calls 87.6% repeat consistency

NO Does anyone say "coming back" or "circling back" to take a follow-up? Screenwriter · seen in 11% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11% of calls 94.3% repeat consistency

NO Does the word "inflation" appear at least twice? Screenwriter · seen in 25.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 25.3% of calls 97.3% repeat consistency

NO Does any executive say "we believe" at least twice? Screenwriter · seen in 65.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 65.8% of calls 92.8% repeat consistency

NO Does management use the phrase "going forward"? Screenwriter · seen in 56.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 56.2% of calls 85.6% repeat consistency

NO Does anyone use the word "robust"? Screenwriter · seen in 46% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46% of calls 99% repeat consistency

NO Does any speaker use the phrase "if you will" or "so to speak"? Screenwriter · seen in 23.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.2% of calls 97.7% repeat consistency

NO Does any speaker say "appreciate" at least once? Screenwriter · seen in 63.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 63.9% of calls 94.2% repeat consistency

NO Does anyone use the phrase "at the end of the day"? Screenwriter · seen in 12.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.5% of calls 99.7% repeat consistency

NO Does anyone tell a self-contained anecdote with a beginning, middle, and end? Screenwriter · seen in 27.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.7% of calls 82% repeat consistency

NO Does any executive use the phrase "our team"? Screenwriter · seen in 50.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 50.8% of calls 88.7% repeat consistency

NO Does the transcript contain a silence, pause, or "we'll come back to that" that never resolves? Screenwriter · seen in 15.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15.8% of calls 85.7% repeat consistency

NO Does anyone describe a customer, employee, or competitor as a named character with a motive? Screenwriter · seen in 11.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.4% of calls 87.3% repeat consistency

NO Does any executive say "we're pleased" or "I'm pleased"? Screenwriter · seen in 68.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 68.3% of calls 92.8% repeat consistency

NO Is there a moment of modesty—someone crediting luck or timing? Screenwriter · seen in 12.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.5% of calls 92.3% repeat consistency

NO Does anyone use the phrase "on a year-over-year basis"? Screenwriter · seen in 18.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18.9% of calls 93.6% repeat consistency

NO Is the word "excited" or "exciting" used by management at least twice? Semiotician · seen in 45.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 45.8% of calls 97.3% repeat consistency

NO Does any speaker say "just" five or more times? Semiotician · seen in 83.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 83.3% of calls 82.2% repeat consistency

NO Does any question begin with "Can you" or "Could you"? Semiotician · seen in 84.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 84.8% of calls 85.2% repeat consistency

NO Does the word "quick" or "quickly" appear in three or more analyst questions? Semiotician · seen in 13.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.2% of calls 91.6% repeat consistency

NO Does an analyst ask for guidance on a metric management did not offer unprompted? Semiotician · seen in 87.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 87.3% of calls 89.7% repeat consistency

NO Is there a question about capital allocation (buybacks, M&A, debt, or dividends)? Semiotician · seen in 67.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 67.7% of calls 91.7% repeat consistency

NO Does any analyst use the word "clarify" or "clarification"? Semiotician · seen in 32.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.9% of calls 98.7% repeat consistency

NO Does the word "obviously" appear at least twice? Semiotician · seen in 57.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 57.9% of calls 87.2% repeat consistency

NO Does management refer to a prior call or prior quarter's commentary when answering? Semiotician · seen in 87.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 87.9% of calls 90% repeat consistency

NO Does anyone use the word "actually" at least three times? Semiotician · seen in 46.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46.2% of calls 85.5% repeat consistency

NO Does any executive begin an answer with "Look," or "So,"? Semiotician · seen in 85.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 85.7% of calls 85% repeat consistency

NO Does the word "challenging" or "challenges" appear at least three times? Semiotician · seen in 32.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.2% of calls 90.6% repeat consistency

NO Does the operator run out of queued questions and close early? Semiotician · seen in 34.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.3% of calls 83.5% repeat consistency

NO Does any analyst apologize or preface with "sorry" before asking? Semiotician · seen in 32.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.8% of calls 92.9% repeat consistency

NO Is the word "excited" used by the CEO more than the word "confident"? Semiotician · seen in 33.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.1% of calls 92% repeat consistency

NO Does any speaker use the phrase "the right" before a noun ("the right team," "the right decisions")? Semiotician · seen in 57.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 57.8% of calls 94% repeat consistency

NO Does the word "guidance" appear more than five times in the transcript? Semiotician · seen in 31.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.8% of calls 93% repeat consistency

NO Does the word "tailwind" or "headwind" appear? Semiotician · seen in 52.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 52.2% of calls 98.7% repeat consistency

NO Does any analyst's question begin with a compliment or congratulation? Semiotician · seen in 41.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.5% of calls 88.3% repeat consistency

NO Does an analyst apologize before or during their question? Semiotician · seen in 32.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.8% of calls 96.6% repeat consistency

NO Are there more questions about revenue than about costs? Semiotician · seen in 69.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 69.8% of calls 85.2% repeat consistency

NO Does the word "challenging" appear at least twice? Semiotician · seen in 20.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.1% of calls 97% repeat consistency

NO Does any speaker use the phrase "on a" four or more times total (e.g., "on a constant currency basis")? Semiotician · seen in 54.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 54.8% of calls 82.8% repeat consistency

NO Does any executive answer begin with "Sure" or "Yes" followed by a comma? Semiotician · seen in 71.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 71.4% of calls 83.2% repeat consistency

NO Does anyone say "from a ... perspective" (e.g., "from a margin perspective")? Semiotician · seen in 56.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 56.9% of calls 87.2% repeat consistency

NO Does an executive say "we're not going to" in response to a question? Semiotician · seen in 25% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 25% of calls 92% repeat consistency

NO Does management decline to answer by citing a future event ("we'll address that in..." or "at our upcoming...")? Semiotician · seen in 34.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.6% of calls 82% repeat consistency

NO Does the word "quarter" appear at least 20 times? Semiotician · seen in 87.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 87.7% of calls 93.3% repeat consistency

NO Is there a mention of "FX," "currency," or "foreign exchange"? Semiotician · seen in 39.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 39.5% of calls 98.7% repeat consistency

NO Does any executive say "that's right" or "that's correct" to an analyst? Semiotician · seen in 23.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.6% of calls 96.2% repeat consistency

NO Does the word "leverage" appear at least twice? Semiotician · seen in 52.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 52.1% of calls 94.5% repeat consistency

NO Is the word "leverage" used at least three times? Semiotician · seen in 37.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.8% of calls 90% repeat consistency

NO Does management use the word "headwinds" at least once? Semiotician · seen in 33.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.6% of calls 97.3% repeat consistency

NO Does any speaker say "great question" or thank the analyst before answering? Semiotician · seen in 51.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 51.8% of calls 84% repeat consistency

NO Does anyone attribute results to "the team" rather than to strategy? Semiotician · seen in 61.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 61.6% of calls 90.7% repeat consistency

NO Does any speaker say "going forward"? Semiotician · seen in 61.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 61.4% of calls 85.6% repeat consistency

NO Does any analyst begin their question with "congratulations"? Semiotician · seen in 17.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17.8% of calls 92.6% repeat consistency

NO Does an analyst thank management at the end of their turn? Semiotician · seen in 77.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 77.2% of calls 94.7% repeat consistency

NO Does anyone describe the future with "We believe" more than "We expect"? Semiotician · seen in 30.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 30.2% of calls 87.3% repeat consistency

NO Does a speaker say "normal" or "normalized" about conditions that predate any disruption mentioned? Semiotician · seen in 33.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.7% of calls 81% repeat consistency

NO Is the word "momentum" used without a stated metric attached to it? Semiotician · seen in 41.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.4% of calls 92.7% repeat consistency

NO Does the word "macro" appear at least twice? Semiotician · seen in 21.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.9% of calls 95.9% repeat consistency

NO Does management use the word "solid" at least once? Semiotician · seen in 57.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 57.7% of calls 97% repeat consistency

NO Is there an analogy to a machine, engine, or flywheel? Semiotician · seen in 29.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 29.2% of calls 88% repeat consistency

NO Is the word "visibility" used at least once? Semiotician · seen in 34.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.1% of calls 100% repeat consistency

NO Is the phrase "base case" or "scenario" used at least once? Semiotician · seen in 19.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.1% of calls 96.9% repeat consistency

NO Does anyone say "we take that seriously" or "we're very focused on"? Semiotician · seen in 18% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18% of calls 92% repeat consistency

NO Is the phrase "to your point" or "as you mentioned" used at least once? Semiotician · seen in 32.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.8% of calls 83.5% repeat consistency

NO Does the operator say "thank you" more than three times? Semiotician · seen in 30% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 30% of calls 94.3% repeat consistency

NO Does management mention a specific competitor by name? Semiotician · seen in 20.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.8% of calls 93.1% repeat consistency

NO Does management say "the team" at least twice? Semiotician · seen in 31.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.9% of calls 85.9% repeat consistency

NO Does the word "fundamentally" appear at least once? Semiotician · seen in 12.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.3% of calls 98.3% repeat consistency

NO Does the phrase "ahead of" precede any mention of guidance or expectations? Semiotician · seen in 14.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 14.1% of calls 96.6% repeat consistency

NO Does management use the phrase "on a year-over-year basis"? Semiotician · seen in 16.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.9% of calls 96.6% repeat consistency

NO Does any single speaker say "right?" as a tag question at least once? Semiotician · seen in 34% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34% of calls 87.5% repeat consistency

NO Does management use the phrase "on a consistent basis" or "consistently"? Semiotician · seen in 27.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.8% of calls 95.3% repeat consistency

NO Does a speaker begin a sentence with "To be honest" or "To be clear"? Semiotician · seen in 10.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.5% of calls 92.7% repeat consistency

NO Does management use the phrase "strategic" at least twice? Semiotician · seen in 46% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46% of calls 97.3% repeat consistency

NO Does any speaker describe a business unit as "healthy"? Semiotician · seen in 13.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.3% of calls 92.7% repeat consistency

NO Does any speaker use the word "fundamentals"? Semiotician · seen in 17.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17.8% of calls 100% repeat consistency

NO Does the word "resilient" or "resilience" appear? Semiotician · seen in 24.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.7% of calls 98% repeat consistency

NO Does the operator mention a queue or "next question" more than three times? Simultaneous · seen in 74.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 74.2% of calls 91.6% repeat consistency

NO Does any analyst ask a follow-up after their initial answer ("follow-up", "second one", "just one more")? Simultaneous · seen in 88.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 88.5% of calls 92.3% repeat consistency

NO Does any analyst ask a question containing the word "why"? Simultaneous · seen in 36.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36.1% of calls 96.3% repeat consistency

NO Does anyone say "if you look at" before citing a number? Simultaneous · seen in 47.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 47.7% of calls 81.6% repeat consistency

NO Does the phrase "last question" or "final question" appear? Simultaneous · seen in 50.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 50.4% of calls 91.6% repeat consistency

NO Does the word "clearly" appear anywhere in the transcript? Simultaneous · seen in 50.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 50.9% of calls 96.3% repeat consistency

NO Does the CEO speak first among named executives in the Q&A? Simultaneous · seen in 68.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 68.3% of calls 94.6% repeat consistency

NO Does the word "headwind" or "headwinds" appear at least twice? Simultaneous · seen in 28.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 28.5% of calls 97% repeat consistency

NO Does the CFO mention a specific percentage greater than ten? Simultaneous · seen in 89.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 89.1% of calls 96.6% repeat consistency

NO Does the phrase "going forward" appear at least once? Simultaneous · seen in 63.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 63.4% of calls 86.5% repeat consistency

NO Does the word "team" appear at least three times? Simultaneous · seen in 59% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 59% of calls 91.6% repeat consistency

NO Does the word "confident" appear in any executive's remarks? Simultaneous · seen in 60.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60.7% of calls 97.7% repeat consistency

NO Does an analyst thank management at the start or end of their turn? Simultaneous · seen in 81.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 81.6% of calls 95.7% repeat consistency

NO Does the CEO use the word "incredibly" at any point? Simultaneous · seen in 15% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15% of calls 99.7% repeat consistency

NO Does any executive use the word "team" to refer to company personnel? Simultaneous · seen in 83.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 83.6% of calls 98.7% repeat consistency

NO Does anyone say "to your point" when answering a question? Simultaneous · seen in 10.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.3% of calls 98% repeat consistency

NO Does any executive say "with that" to transition between speakers or topics? Simultaneous · seen in 75% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 75% of calls 97.3% repeat consistency

NO Does the word "transformation" or "transformational" appear? Simultaneous · seen in 24.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.2% of calls 99.7% repeat consistency

NO Does any speaker say "moving on" or "next question" themselves? Simultaneous · seen in 25.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 25.1% of calls 92.3% repeat consistency

NO Does any speaker use the word "hedging" or say "to hedge"? Simultaneous · seen in 13.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.5% of calls 96.3% repeat consistency

NO Does any analyst identify themselves with a two-part introduction (name and firm)? Simultaneous · seen in 10.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.2% of calls 85.9% repeat consistency

NO Does the word "talent" appear at least once? Simultaneous · seen in 20.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.8% of calls 98% repeat consistency

NO Is the word "capacity" used more often about factories than about people? Supply Chain · seen in 26.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 26.2% of calls 92.3% repeat consistency

NO Does an executive confess to having too much of something physical somewhere? Supply Chain · seen in 12.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.2% of calls 89.3% repeat consistency

NO Is a supplier or vendor mentioned by name at any point? Supply Chain · seen in 33.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.7% of calls 85.3% repeat consistency

NO Does any executive blame weather, season, or geography for a shipment or delivery issue? Supply Chain · seen in 10.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.8% of calls 91% repeat consistency

No checks match those filters.

500 checks shown · YES means detected; it is not automatically positive or negative.

Real saved model output

Archived AI reasoning

Earlier Artul research experiments on ADM calls. Open a question to read the model's original reasoning.

237 saved explanations · 235 questions

NO Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development — compa Q4 2023 · 3 archived calls

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2023 · 2024-03-12

We need to evaluate the transcript against two gates. Let's analyze. Gate 1: Is there a positive, current development in the company's business that management presents as genuinely going well or stepping up right now, and the Q&A discussion produces more concrete operating detail than the prepared remarks? The development must be real and current, additive across multiple exchanges, and substantive. Looking at the transcript, the prepared remarks mention several positive things: destination marketing growth, direct farmer buying, decarbonization efforts, Green Bison JV, Marshall starch expansion, nutrition recovery with signs of improvement, etc. But the Q&A focuses on several topics: crush margins, 2025 outlook, nutrition recovery, carbohydrate solutions, renewable diesel demand, biodiesel margins, etc. The question is whether there is a specific positive current development that analysts probe and management adds new concrete details. Let's see the Q&A. First question from Adam Samuelson asks about framing go-forward outlook, cyclical vs controllable, and asks to quantify path forward in Nutrition. Juan gives a long answer about various segments, but it's mostly reiterating strategy and outlook, not new specifics about a current development. He mentions destination marketing, farmer direct, etc., but these are already in prepared remarks. He doesn't add new concrete numbers beyond what was said. Second question from Tom Palmer asks about crush margins and where they are currently. Juan gives some detail about board crush, soybean meal, etc., but this is about market conditions, not a company-specific positive development. It's about external environment. Third question from Andrew Strelzik asks about 2025 and whether 2024 is trough. Juan says he expects 2025 better, but again general. Fourth question from Ben Bienvenu asks about nutrition 2024, revenue growth, operating profit, and sequencing. Juan gives some puts and takes, but again mostly reiterates what was said in prepared remarks about headwinds and tailwinds. He mentions Decatur East plant, but that's a problem, not a positive development. Fifth question from Ben Theurer asks about carbohydrate solutions, capacity, and investments. Juan talks about milling, wet mills, Marshall expansion, but again these are already mentioned in prepared remarks.

NOQ4 2022 · 2023-01-26

The user wants me to evaluate two gates based on the earnings call transcript. Gate 1: Is there a positive, current development where Q&A adds more concrete operating detail than prepared remarks? Gate 2: Is the primary engine of that development something the company itself created/controls rather than external environment? Let me analyze the transcript. The main positive developments discussed: 1. Ag Services and Oilseeds - strong crush margins, strong demand 2. Carbohydrate Solutions - strong starches and sweeteners 3. Nutrition - 10%+ profit growth expected 4. Crush margins - strong environment Let me look at what analysts probed and what management added. For crush margins (AS&O), analysts asked about the outlook. Juan said they have visibility for Q1 and first half, strong year for crush, Spiritwood online in Q4, Paraguay resuming crush, Europe helped by small Argentina crop, canola margins improving. This seems to add some detail but much of it is forward-looking. For Nutrition, analysts asked about Q4 weakness and 2023 outlook. Management discussed demand fulfillment challenges, lysine margin compression, but the growth is expected to be back-half weighted. This is more about explaining weakness. For starches and sweeteners, Vikram discussed customer contracting, volumes, margins, BioSolutions growth. Let me think about Gate 1 more carefully. The question asks about a POSITIVE, CURRENT development where Q&A produces MORE concrete operating detail than prepared remarks. The crush business seems to be the main positive. In prepared remarks, Juan mentioned strong crush margins, Spiritwood coming online, etc. In Q&A, when asked about AS&O outlook, Juan added details about: - Visibility for Q1 and first half - Improvement in process volumes - Spiritwood online in Q4 - Paraguay resuming crush - Europe helped by small Argentina crop - Energy prices moderated in Europe - Shifting to soybean crush in Europe - Canola margins $120-140/ton in North America, $70-75 in Europe This does add some specifics. But is it "current" - things happening now? Some of it is forward-looking (Spiritwood in Q4, Paraguay resuming). For the corn market question, Juan discussed the low water levels hurting Q4, corn business strong until Brazil harvest, Ukraine corn production issues. This is somewhat current.

NOQ3 2016 · 2016-11-01

We need answer only YES or NO. Need evaluate both gates. We need parse transcript. Positive current development? Prepared remarks mention improving operating conditions, record exports, strong sweeteners, etc. Q&A probes: Ag Services exports, crush margins, sweeteners pricing, ethanol, etc. Need see if Q&A adds concrete operating detail beyond prepared remarks. Gate 1: Is there positive current development where Q&A produces more concrete operating detail than prepared remarks? Prepared remarks already detailed: record export volumes, improved merchandising, sweeteners strong, ethanol margins supported, etc. Q&A: On Ag Services, Juan says quarter got increasingly stronger August and September, especially Ag Services and sweeteners/starches. That's additive? Some. On large harvest, says export window extending into Q1, pipeline filled. On sweeteners, says concluded this year's negotiation for 2017 liquid sweeteners contracts, contracting season started earlier, positive. That's new specific. On refining/biodiesel, says team improved specialty fats, no one-off. On 2017, general. On soy crush, explains weakness, not positive. On ag services Q4, says strong exports, higher utilization, freight pressure. Some additive but mostly general. Need determine if across multiple exchanges management adds substantive specifics about a positive development. The main positive development could be "improving operating conditions / record U.S. harvest driving Ag Services exports and sweeteners." Q&A: First question asks if environment changed drastically, answer: quarter got increasingly stronger August and September, especially Ag Services and sweeteners/starches. That's additive but not much detail. Second question about China trade policies, answer about China reducing imports, but demand strong. Not positive development detail. Third question sweeteners pricing: answer says concluded 2017 liquid sweeteners contracts, contracting season started earlier, positive. That's concrete. Fourth question refining/biodiesel: says team improved specialty fats, no one-off. Fifth question 2017: general. Sixth soy crush: explains weakness. Seventh ag services Q4: says strong exports, higher utilization, freight pressure. Eighth ag services 2017: says 2016 between 2014 and 2015, export overspill into Q1.

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NO Doing more and earning better on each one: volume and per-unit economics improving together, from the company's own acti Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

我们根据提供的财报电话会议记录，判断管理层是否同时传达了业务量上升和单位经济效益改善这两个方面，且都是当前可观察到的，而非计划或目标。首先，寻找关于业务量上升的表述。在电话会议中，管理层多次提到需求强劲、增长等。例如，Juan Luciano提到“strong demand for vegetable oil”、“resilient food demand should drive higher volumes and margins in starches, sweeteners and wheat milling”、“continued strong demand for ethanol”等。此外，在Nutrition部分，提到“full year revenue growth of 18% on a constant currency basis”、“revenues grew 11% on a constant currency basis”等，表明业务量在增长。还有“our ability to gain share, to win faster than those categories”等。这些表明当前业务量在上升。其次，寻找单位经济效益改善的表述，且归因于公司自身的变化而非市场价格。管理层提到“productivity work”、“operational resilience”、“standardizing, digitizing and automating”等。例如，Juan Luciano提到“our productivity work in 2022 included enhancing our operational resilience”、“we delivered multiple projects to enhance our operational footprint”、“we introduced a new $1 billion challenge”等。还有“we have now approved the scope for the first 2 years of the program, encompassing 18 manufacturing facilities. We continue to expect double-digit returns from this important initiative.”这些表明公司通过自身努力改善效率。此外，在Carbohydrate Solutions部分，提到“The North America business delivered solid volumes and strong margins in both starches and sweeteners”等，但需要确认这些改善是否归因于公司自身而非市场价格。管理层提到“we expect positive contributions from productivity and innovation initiatives across the company”等。然而，关键是要看管理层是否将这两个方面作为当前状态同时呈现，且单位经济效益的改善主要归因于公司自身行动。在电话会议中，管理层确实提到了业务量增长和效率提升，但需要仔细检查是否有明确表述两者同时发生且归因于公司自身。例如，在讨论Nutrition时，提到“strong demand”和“demand fulfillment challenges”，但后者是问题。在讨论AS&O时，提到“strong crush margins”等，但那是市场条件。在讨论Carbohydrate Solutions时，提到“strong margins”但可能受市场影响。更具体地，管理层在展望2023时提到“we expect positive contributions from productivity and innovation initiatives”但那是未来。在描述当前时，有提到“our productivity work in 2022 included...”但那是过去。然而，在回答问题时，管理层提到“we continue to see very strong margin environment in Ag Services and Oilseeds”等，但那是市场环境。我们需要判断是否有一个连贯的当前故事，同时包含业务量上升和单位经济效益改善，且后者归因于公司自身。在电话会议中，管理层提到“our ability to drive structural growth in earnings and improvement in ROIC was supported by key strategic accomplishments across the enterprise, particularly the progress we made on our productivity and innovation objectives.”这暗示了结构性增长和效率提升。但具体到当前，是否有明确表述？在回答分析师问题时，Juan Luciano提到“we continue to see strong demand for vegetable oil”、“resilient food demand should drive higher volumes and margins”等，但“should”是未来。在描述当前时，有“we have a robust plan for driving e

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NO Spending shows, revenue follows: current results carry the cost of business whose payment is already scheduled to arrive Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

我们根据提供的财报电话会议记录，判断管理层是否解释了当前报告期内的成本负担，这些成本与尚未产生收入但预计在近期按已知时间表开始产生收入的特定业务相关。关键是要找到管理层明确指出的、当前成本与未来收入之间的时间错配。在记录中，管理层讨论了各种话题，如生产力、创新、营养业务、乙醇、压榨利润率等。我们需要寻找是否有具体提到当前支出或成本与已锁定或即将到来的收入相关。在营养业务部分，Vikram提到：“在第四季度，影响第四季度的问题，我认为是有点暂时的，对吧，我们认为我们将在2023年期间解决这些问题。具体来说，重要的是让你知道需求非常非常强劲，对吧？所以我们在人类营养业务中拥有有史以来最强大的管道和非常高的中标率。因此，在我们参与的几乎每个类别中，我们都有强劲的需求。是的，我们知道某些业务部分有所疲软，对吧？我们意识到膳食补充剂有点疲软。植物蛋白的增长可能会从历史速度放缓。然而，我们在人类营养方面的增长非常强劲。我们面临的挑战是需求履行。这需要一段时间来解决。动物营养方面，我们受益于赖氨酸的强劲利润率，但在第四季度，利润率压缩比我们预期的更急剧和更快，这将在2023年继续。因此，我们必须抵消这一点并推动增长，这使我们在2023年的增长率略低于趋势线，约为10%以上。” 这里提到“需求履行”挑战，但这是指满足需求的能力问题，而不是成本与未来收入的时间错配。管理层没有明确说当前成本是为已签约的未来业务而发生的。在Juan的评论中，他提到：“我们继续看到非常强劲的压榨利润率环境。2022年，我们全面达到了目标。当我们展望2023年时，我们继续看到非常强劲的需求。……我们确实有对未来的可见性，因为我们的订单簿，所以我们对这项业务感觉良好。”这更多是关于市场前景，而不是成本与收入的时间错配。关于乙醇，Vikram说：“乙醇利润率目前受到压力，因为行业库存高。如果行业库存回落，该季度结果可能与2022年第一季度相似。如果利润率保持压力，结果可能会更低。”这更多是市场条件，而不是已承诺业务的成本。在生产力方面，Juan提到：“我们的生产力工作包括增强运营韧性，包括稳定工厂运营和简化操作系统。为了满足不断增长的客户需求并提高效率，我们交付了多个项目，从现代化到改善计划停机时间再到产能扩张。我们完成了明尼苏达州马歇尔的现代化改造，在克林顿开设了新的磨坊，完成了昆西炼油厂扩建，并提高了巴西龙多诺波利斯柴油厂的产量和收率。我们还继续优化北美制粉足迹。”这些是资本支出和项目，但管理层没有明确说这些项目的成本已经计入当前报告期，而收入尚未到来。在创新方面，Juan提到：“我们的营养业务继续超越行业，全年收入增长18%（按固定汇率计算）。我们在BioSolutions方面实现了26%的同比收入增长。前一年进行的收购组合继续以高于我们财务预测的运营利润交付，我们推进了目标产能扩张以满足不断增长的客户需求。我们宣布了在伊利诺伊州迪凯特扩大替代蛋白能力，以及在明尼苏达州马歇尔扩大淀粉生产。我们完成了在塞尔维亚的替代蛋白扩张，并能够启动我们在西班牙瓦伦西亚的益生菌产能扩张。我们继续预计我们在北达科他州的合资压榨和精炼设施将在今年收获季投入运营。”这些是扩张项目，但管理层没有明确说这些项目的成本已经计入当前报告期，而收入尚未到来。在2023年展望中，Juan说：“我们有一个稳健的计划，在2023年及以后推动持久价值创造。在生产力方面，我们的工作有一个共同主题，通过标准化、数字化和自动化我们的制造工厂和办公室来改变我们的工作方式。我之前提到我们成功的马歇尔现代化。那是我们更广泛工作的蓝图，通过增强自动化、更复杂的控制系统和增加分析的使用来释放我们生产足迹的价值。我们现在已经批准了该计划前两年的范围，涵盖18个制造设施。我们继续期望从这一重要举措中获得两位数的回报。我们还在推进1ADM，这使我们能够改进流程并扩大整个价值链的能力。2022年是我们1ADM业务转型的重要一年。我们完成了几个部署，并在间接采购、市场策略和谷物贸易等领域看到了收益。在2023年，我们将继续扩大这项工作的广度和范围，这正在赋能我们的业务实现盈利收入增长和更高利润率。” 这更多是关于持续改进，而不是成本与收入的时间错配。在营养业务方面，Vikram说：“展望未来，我们预计第一季度整体营养结果将低于去年创纪录的第一季度，人类营养将实现类似的同比结果，动物营养结果较低，主要由于氨基酸利润率较弱。”这更多是市场条件。在回答分析师关于营养业务增长的问题时，Juan说：“我们继续看到非常强劲的需求。……我们面临的需求履行挑战。这需要一段时间来解决。”但管理层没有明确说当前成本是为已签约的未来业务而发生的。在回答关于压榨利润率的问题时，Juan说：“我们确实有对未来的可见性，因为我们的订单簿，所以我们对这项业务感觉良好。”这更多是市场前景。在回答关于中国需求的问题时，Juan说：“短期来看，中国将继续增加进口。……我们认为短期中国可能对我们的预测构成上行风险。”这更多是市场前景。在回答关于玉米市场的问题时，Juan说：“我们确实有对未来的可见性，因为我们的订单簿，所以我们对这项业务感觉良好。”这更多是市场前景。在回答关于生物刺激素的问题时，Juan说：“我们继续扩大与客户和农民的关系。……我们总是有兴趣做这些。所以，我不会惊讶于看到这里或那里的实验和测试。我们经常这样做。……这些是ADM创新的一部分，你会看到这些绿芽。”这更多是探索性项目，没有明确的时间错配。因此，管理层没有明确说当前报告期内的成本是为已签约的未来业务而发生的，而收入将在近期按已知时间表到来。他们提到需求履行挑战，但那是关于满足需求的能力，而不是成本与收入的时间错配。他们提到产能扩张，但没有说这些扩张的

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NO More where that came from: a concrete gain just landed, and the same engine that produced it is visibly loaded with the Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need to determine if management describes both a concrete gain that just landed and the same source visibly loaded with more, as one connected story. Let's analyze the transcript for such a narrative. Key areas: Ag Services and Oilseeds, Carbohydrate Solutions, Nutrition. Look for a specific gain and follow-on from same source. In Nutrition, they mention strong demand, pipeline, but the gain? They had revenue growth but Q4 profits lower. They mention demand fulfillment challenges. Not a clear "concrete gain just landed" with follow-on. In Ag Services and Oilseeds, they mention strong crush margins, but that's market conditions, not a specific gain. In Carbohydrate Solutions, they mention BioSolutions growth 26% revenue, but that's a segment. Look for something like a new facility or product that just started and more coming. They mention Spiritwood JV crush facility to be operational by this year's harvest. That's a plan, not yet landed. They mention Marshall modernization completed, but that's a productivity project. They mention alternative protein expansion in Serbia completed, and probiotic capacity in Valencia launched. But do they say more is coming from same? Not really. They mention regenerative agriculture enrolled 1 million acres, but that's a program. They mention decarbonization projects, but those are plans. The question asks: "On this call, does management describe BOTH of the following about the SAME part of the business, as one connected story told in its own words?" We need a specific gain that just landed and the same source has more forming. Look at the discussion about crush margins and demand. They say "we continue to see a very strong margin environment" and "we have visibility into the next year" but that's not a specific gain. Maybe the "Rondonopolis diesel plant" improved output? Not sure. Look at the part about "Vantage Corn Processors" - ethanol margins pressured. Look at the part about "Nutrition" - they say "we expect overall Nutrition results in Q1 to be lower than the prior year’s record first quarter" - so not a gain. Maybe the "legal recovery" of $110 million? That's a one-time gain, not a source with more. The question is strict: concrete gain just landed, and same source loaded with more. I don't see a clear example. The transcript is mostly about outlook and market conditions, not a specific achievement with follow-on.

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NO Scheduled future in administration: the call centers on managing committed near-term business, not winning it Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need to answer YES or NO based on the transcript. The question asks: Is the center of gravity of management's discussion a body of near-term future business that is already committed or already beginning, and does management engage with it primarily as an operator administering a schedule rather than as a promoter arguing that demand exists? We need to check both conditions: (1) Committed near-term activity, identified and already in motion. (2) Execution-mode posture toward it. Let's analyze the transcript. Management discusses various segments. They talk about productivity, innovation, decarbonization, etc. They mention specific projects: Marshall modernization, Quincy refinery expansion, Rondonopolis diesel plant, alternative protein expansion in Serbia, probiotic capacity in Valencia, joint venture crush and refining facility in North Dakota expected operational by this year's harvest. They also mention 18 manufacturing facilities approved for automation. They talk about 1ADM transformation. They mention regenerative agriculture enrolled 1 million acres. They talk about BioSolutions growth, etc. But the question is about the center of gravity of management's discussion. Is it about committed near-term business that is already in motion, and are they operating as an operator administering a schedule? Or are they promoting demand? Looking at the call, they discuss Q4 results and full year results. They give guidance for 2023. They talk about market factors: tightness in supply/demand, strong demand for vegetable oil, resilient food demand, etc. They talk about expectations for Q1 and full year. They discuss Nutrition growth of 10% plus. They talk about ethanol margins being pressured. They talk about crush margins being strong. The question specifically asks: "On this call, is the center of gravity of management's discussion a BODY OF NEAR-TERM FUTURE BUSINESS THAT IS ALREADY COMMITTED OR ALREADY BEGINNING — and does management engage with it primarily as an OPERATOR ADMINISTERING A SCHEDULE (explaining how it is being delivered, sequenced, staffed, produced, onboarded, or ramped) rather than as a promoter arguing that demand exists?" We need to see if management is talking about specific committed projects and their execution details. They do mention specific projects with timelines: Spiritwood coming online for harvest, Marshall modernization, etc.

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NO Regular buyers moved from occasional to programmatic purchasing Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need answer only YES or NO. Need analyze transcript for described shift from occasional/transactional to programmatic/scheduled/standing, with before/after, real recent, early in numbers. We need parse transcript. Focus on management statements. The question asks: "On this call, does management describe that counterparties who previously bought from the company OCCASIONALLY, TRANSACTIONALLY, OR ONE ORDER AT A TIME have RECENTLY shifted to buying on a PROGRAMMATIC, SCHEDULED, OR STANDING BASIS — multi-period commitments, recurring orders, standing allocations, framework agreements, scheduled deliveries, or the company being built into the counterparty's own ongoing plans — with this shift described as actually occurring now across real relationships, and its fuller revenue effect still ahead of the reported results?" We need find in transcript any such description. Let's scan. Juan mentions strategic growth platforms: sustainability, differentiated grain, alternative proteins, BioSolutions, microbial solutions, microbiome. Differentiated grain now firm part of Ag Services and Oilseeds. Decarbonization. Regenerative agriculture efforts enrolled 1 million unique acres. "All of these projects contribute to our ability to offer low carbon intensity feedstocks and that is allowing us to continue to advance our work to transition our dry mills to produce sustainable aviation fuel; help scale up the scaled food products with new sustainable attributes, like the ingredients we will sell to Pepsi from the regenerative agriculture agreement we announced last year..." This mentions agreement with Pepsi, but not necessarily shift from one-off to programmatic? Could be multi-year? Need see. Also "BioSolutions is growing within carbohydrate solutions." No. Nutrition: "strongest-ever pipeline", "win rates", but not shift. Carb Solutions: "starch and sweeteners" contracts? They mention customer contracting in Sweeteners and Starches portfolio, strong volumes and margins. But that's not necessarily shift from occasional to programmatic. Question specifically asks about counterparties who previously bought occasionally/transactionally have recently shifted to programmatic/standing. Is there any statement like that? No. They talk about "differentiated grain", "regenerative agriculture agreement" with Pepsi, but not a shift in buying behavior from occasional to recurring.

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NO Trajectory bent upward recently, and management says the change has only started showing Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need answer YES/NO. Need analyze transcript. Need determine if management conveys recent upward bend and early. Need be careful. We have earnings call Q4 2022. They report strong results. Need see if they describe a recent real bend in path and still early. Let's parse. Question asks: "On this call, does management convey that the company's trajectory has RECENTLY BENT UPWARD — that within the last few quarters something real changed in how the business is performing, so that its current direction is meaningfully better than the path it was on before — AND does management indicate that this change is still early, with most of its effect not yet visible in the results being reported?" Need answer YES only if both. Transcript: Management discusses 2022 accomplishments, strong Q4 EPS $1.93, full year $7.85, ROIC 13.6%. They announce dividend increase. Productivity, innovation. 2023 outlook. They mention "another very strong year" but not necessarily a recent bend? Let's examine. They say "When I examine 2022, our ability to drive structural growth in earnings and improvement in ROIC was supported by key strategic accomplishments across the enterprise, particularly progress on productivity and innovation objectives." They talk about productivity work, 1ADM, innovation. Nutrition continued to outpace industry, 18% constant currency revenue growth, BioSolutions 26% revenue growth. Acquisitions delivering above projections. Expansions. For 2023: "We have a robust plan for driving enduring value creation in 2023 and beyond. In productivity, our work has a common theme, changing the way we work by standardizing, digitizing and automating... We have now approved the scope for the first 2 years of the program, encompassing 18 manufacturing facilities. We continue to expect double-digit returns from this important initiative. And we are continuing to advance 1ADM... In 2023, we will continue to expand the breadth and scope of this work..." This is future plan, not already showing? They mention 2022 was important year for 1ADM, completed rollouts, seeing benefits in areas. But not necessarily a bend. Nutrition: "continued its strong growth trajectory in 2022. ADM demonstrated that it remains the provider of choice in Nutrition for systems as our growing pipeline and continued strong win rates delivered full year revenue growth of 18% on a constant currency basis.

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NO Caught under-prepared by good news: the recent period outran what management had set up for, and they are visibly adjust Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need to determine if the transcript shows both: (1) business outran company's own preparations, and (2) management adjusting in response now. Let's analyze the transcript. The call is about Q4 2022 results. Management discusses strong performance, but we need to see if they indicate that the business came in stronger than they had planned for, and that they are now adjusting. Key points: Juan Luciano mentions "unprecedented market disruptions" and "outstanding year". But does he say that demand or activity outran their preparations? He mentions "operational resilience" and "stabilizing our plant operations" and "streamlining our operating systems" to meet growing customer demand. He also mentions "capacity expansions" and "modernization" projects. But are these responses to a surprise? Or were they planned? He says "In order to meet growing customer demand and drive efficiencies, we delivered multiple projects to enhance our operational footprint" - that sounds like they were already doing these projects. He also mentions "we introduced a new $1 billion challenge in 2022" which is about productivity, not necessarily a response to surprise. Vikram Luthar discusses segment results. For Nutrition, he says "The business continued to outperform industry growth levels" and "delivered 11% higher profits for the full year on a constant currency basis." But for Q4, "Q4 operating profits were significantly lower than the prior year quarters." He mentions "demand fulfillment challenges" in flavors and "inventory adjustments" in specialty ingredients. He says "we expect overall Nutrition results in Q1 to be lower than the prior year’s record first quarter" and "the first half will see headwinds in Animal Nutrition due to the continued impacts of weaker margins in amino acids and because we will see increasing recovery in demand fulfillment as we move through the year." So they are not describing a surprise of demand outrunning preparations; rather, they are describing challenges in fulfilling demand, but that is not necessarily a favorable surprise. They are also dealing with weaker margins. For Ag Services and Oilseeds, they had strong results. But do they say it was beyond their expectations? They say "The Ag Services and Oilseeds team capped off an outstanding year with substantially higher year-over-year results in Q4." But they don't say it was a surprise.

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NO Buyers widening their own doors: demand already secured, far-side receiving constraint now being cleared Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need to determine if the transcript conveys a situation where demand is already in hand, the constraint is on the receiving side (counterparties' ability to take/absorb), and those counterparties are actively working on clearing that constraint, with the business mostly ahead. Let's scan the transcript for such a description. The question is about whether management describes a situation where the company has secured demand but the bottleneck is the counterparties' own readiness, and they are working on it. Look for mentions of demand being strong, but something on the customer side holding back. For example, in Nutrition, there is mention of "demand fulfillment challenges" - that might be the company's own ability to fulfill, not the customer's. Actually, "demand fulfillment" typically means the company's ability to meet demand, not the customer's ability to receive. So that's the company's own constraint. Look for any mention of customers building capacity, installing, qualifying, etc. The transcript mentions "demand fulfillment challenges" in Nutrition, but that is the company's own issue. Also mentions "inventory adjustments" - that might be customers adjusting inventory, but not necessarily a receiving-side constraint being cleared. There is mention of "regenerative agriculture efforts" and "decarbonization" but not about counterparties' receiving capacity. The question specifically asks: does management convey that the company already has business or demand that is secured, but the thing standing between the company and a meaningfully larger level of delivered business is the counterparties' own ability to receive, install, qualify, stock, staff, certify, onboard, or absorb it, and does management describe those counterparties as already working on that receiving-side preparation, with the associated business mostly ahead of the reported results? I see no such description. The constraints mentioned are mostly the company's own operational issues, like "demand fulfillment challenges" (company's own), "inventory adjustments" (maybe customers but not described as them working on it), "lower margins in amino acids" (market pricing), etc. There is no mention of customers building facilities, qualifying products, etc. The only thing close is maybe the "regenerative agriculture" but that's about enrolling acres, not about a receiving-side constraint.

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NO Rationing itself to grow: management is diverting resources away from paying business to feed something already working Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need to determine if management describes an internal reallocation of resources from one part of the business to another, with the destination already producing, and management acknowledges a present cost. The transcript discusses various segments. Key points: In 2022, they had productivity and innovation. They mention "1ADM" business transformation, "decarbonization" driving evolution of carbohydrate solutions. They talk about "transition our dry mills to produce sustainable aviation fuel" - that's a plan. They mention "BioSolutions" growing within carbohydrate solutions. They mention "alternative proteins" and "microbiome" as pillars of nutrition. They also mention "decarbonization" as a growth platform. However, is there a specific instance where they are taking resources away from an existing business to feed another that is already producing? The transcript mentions "we are continuing to explore opportunities around precision fermentation" - that's longer term. They talk about "transition our dry mills to produce sustainable aviation fuel" - that's a plan, not yet producing. They mention "we have now approved the scope for the first 2 years of the program, encompassing 18 manufacturing facilities" for productivity, but that's about efficiency, not reallocation. They mention "we are focused on maintaining our structural growth momentum via our innovation work" - but that's additive. They mention "we are looking at multiple other pathways to reducing our carbon intensity" - that's investment. They mention "we are continuing to advance 1ADM" - that's transformation. No explicit statement of taking resources from one part to feed another that is already producing. They mention "we are planning $1 billion in opportunistic buybacks" - that's capital return. They mention "we expect positive contributions from productivity and innovation initiatives" - but no specific reallocation. The question asks: "management describe that the company is CURRENTLY TAKING RESOURCES AWAY FROM ONE PART OF ITS OWN BUSINESS IN ORDER TO FEED ANOTHER PART THAT IS ALREADY WORKING" - I don't see that. They talk about "decarbonization" as a growth platform, but they don't say they are reducing something else to fund it. They talk about "BioSolutions" growing, but not at the expense of something else. They talk about "alternative proteins" but not taking from other segments.

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NO Sold before it exists: the company is already taking committed orders or reservations for output it cannot yet produce Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need answer only YES or NO. Need analyze transcript. Need determine if management describes counterparties already committed to take output/product/capacity/service that company not yet able to deliver, with unbuilt capability being closed now, and commitments large relative current. Let's parse transcript. Management discusses expansions, projects. Need find any mention of commitments from customers for future output from unbuilt capacity. They mention "We announced expansions of our alternative protein capabilities in Decatur, Illinois, and starch production in Marshall, Minnesota. We completed our alternative protein expansion in Serbia and are able to launch our expanded probiotic capacity in Valencia, Spain. And we continue to expect our joint venture crush and refining facility in North Dakota to be operational by this year’s harvest." No mention of customers committed to take output. They mention "regenerative agriculture agreement we announced last year" with Pepsi? Actually "ingredients we will sell to Pepsi from the regenerative agriculture agreement we announced last year" - That is a commitment? Let's examine. In context: "All of these projects contribute to our ability to offer low carbon intensity feedstocks and that is allowing us to continue to advance our work to transition our dry mills to produce sustainable aviation fuel; help scale up the scaled food products with new sustainable attributes, like the ingredients we will sell to Pepsi from the regenerative agriculture agreement we announced last year, and propelled the expansion of BioSolutions with joint ventures like with LG Chem." This mentions ingredients to sell to Pepsi from regenerative agriculture agreement. Is that a commitment for output from something not yet able to deliver? Need see if management describes that counterparties have already committed to take output that company is not yet able to deliver. The Pepsi agreement is a regenerative agriculture agreement, likely for ingredients from acres enrolled. But is it output from unbuilt capability? The company already has capability? It's about sourcing from regenerative acres. Not necessarily unbuilt. Also no detail that commitments are large relative current. Also "joint ventures like with LG Chem" - maybe JV for BioSolutions? But no commitment. Need look for "of take" or "offtake" or "pre-sold" etc. Not present.

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NO Cash cost of the wait: management is funding a defined waiting period whose end is already scheduled Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need to determine if the transcript describes a defined waiting period the company is currently living through, paying for out of its own pocket, with a specific near-dated end event already visible and being worked toward. Let's examine the transcript for such a situation. The key elements: (1) company paying now for something not yet earning, (2) management speaks as if the wait is the main current work, (3) far side is a specific near-dated event. Look for mentions of ongoing costs for future benefits. For example, capacity expansions, new facilities, projects under construction, etc. The transcript mentions several projects: Marshall modernization, Quincy refinery expansion, Rondonopolis diesel plant, alternative protein expansion in Serbia, probiotic capacity in Valencia, joint venture crush and refining facility in North Dakota expected operational by this year's harvest. Also mentions decarbonization projects, carbon capture, etc. But are these described as currently costing money with no benefit yet? The transcript says "we completed our Marshall, Minnesota modernization, opened a new mill house in Clinton, completed our Quincy refinery expansion and improved output and yields at our Rondonopolis diesel plant in Brazil." So those are completed. The North Dakota JV is expected to be operational by this year's harvest. That is a specific near-dated event. But is the company currently paying for it? It's a joint venture, so maybe. But does management describe it as a current cost burden? Not explicitly. Also, the transcript mentions "we have now approved the scope for the first 2 years of the program, encompassing 18 manufacturing facilities" for productivity improvements. That is an investment, but not necessarily a waiting period with costs now and benefits later. The question asks: "does management describe the company as CURRENTLY LIVING THROUGH A DEFINED WAITING PERIOD IT IS PAYING FOR OUT OF ITS OWN POCKET—that is, does management convey that the company is presently carrying real, ongoing cash or earnings cost for something whose benefit has not arrived yet, AND that the end of that waiting period is a specific, near-dated event the company can already see and is already working toward?" Look for language like "we are paying for this now, but it will start generating later." The transcript does not seem to have such a clear statement.

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NO Fixed price, unfixed volume: the company is locked into a rate while the amount it can sell against it is climbing Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need to determine if management describes a situation where the price/rate/fee per unit is already fixed or contracted, while volume is currently rising or about to rise, so results scale with volume. The essence: settled rate per unit, volume increasing, and reported results reflect lower volume, step-up meaningful. Scan transcript for relevant passages. Key themes: crush margins, ethanol margins, starches/sweeteners volumes, Nutrition growth, etc. Look for statements about contracted prices, long-term agreements, offtake, etc. Also volume increases like capacity expansions coming online. Search for "contracted", "long-term", "fixed", "agreed rates", "take-or-pay", etc. Also "capacity coming online", "expansions", "volume growth". From transcript: - Juan mentions "We completed our Marshall, Minnesota modernization... Quincy refinery expansion... Rondonopolis diesel plant... alternative protein expansion in Serbia... probiotic capacity in Valencia... joint venture crush and refining facility in North Dakota to be operational by this year’s harvest." These are capacity expansions but not necessarily with fixed prices. - Vikram mentions "continued strong demand for starches, sweeteners and wheat flour." Not necessarily fixed rates. - On crush margins: "We continue to see very strong demand... strong crush margins." But crush margins are market-based, not contracted. - On BioSolutions: "26% year-on-year growth, and BioSolution margin remained very robust." Not fixed pricing. Look for specific mentions of long-term contracts or fixed pricing. For example, "regenerative agriculture agreement we announced last year" with Pepsi? That might involve fixed pricing? But not clearly. Also "sustainable aviation fuel" transition, but not specific. Explicit mention: "We have visibility into this – into the next year, given our book" - not necessarily fixed price. Any mention of "contracts"? No direct. Check for "tolling" or "tariff" - none. The question asks for a coherent situation where the rate is already settled and volume is rising. Management does not appear to describe such a situation. They talk about market conditions, demand, margins which are market-driven. Even if some long-term agreements exist, they don't emphasize that rates are fixed while volumes increase. For example, crush margins are market prices, not contracted. Ethanol margins are market.

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NO Geographic or market replication just started working outside the home base Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need answer only YES or NO. Need analyze transcript for pattern. Need determine if management describes home-proven business recently producing real results in new territory, early and expanding. Need use only transcript. Let's parse. Company ADM. They discuss various segments. Need identify if any business proven in original market recently begun producing real results in new territory. Examples? Maybe BioSolutions? Or alternative proteins? Or decarbonization? Need see if management describes expansion to new regions with real results. The question asks "a business already proven in the company's ORIGINAL market, territory, or setting has RECENTLY begun producing REAL RESULTS IN NEW TERRITORY — additional regions, countries, markets, or settings the company has recently entered — with management presenting the away-from-home results as early evidence that the proven model travels, while the new territories remain a small share of the company today?" Need answer YES if all three. Let's examine transcript. Management talks about accomplishments: Nutrition business 18% constant currency revenue growth, BioSolutions 26% revenue growth. Acquisitions delivered OP above projections. Expansions in alternative proteins in Decatur, starch in Marshall, Serbia alternative protein expansion, probiotic capacity in Valencia. JV crush in North Dakota operational by harvest. Productivity etc. Maybe "differentiated grain" now part of Ag Services and Oilseeds. "BioSolutions is growing within carbohydrate solutions." "Alternative proteins and microbiome are pillars of nutrition." "decarbonization" driving evolution of carbohydrate solutions. "Our goal is to reduce carbon intensity... preferred partner in low-carbon intensity feedstocks." "regenerative agriculture efforts, enrolled 1 million unique acres over past year." "transition our dry mills to produce sustainable aviation fuel; help scale up scaled food products with new sustainable attributes, like ingredients we will sell to Pepsi from regenerative agriculture agreement announced last year, and propelled expansion of BioSolutions with joint ventures like with LG Chem." "exploring opportunities around precision fermentation... longer term horizon." Question likely about "new territory" maybe geographic? Need see if management describes a proven model in original market now producing results in new territory.

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NO Betting on one customer's ramp: the company's near-term future rides on a counterparty's schedule, not its own selling Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need to determine if management's account of the company's near-term trajectory is chiefly explained by the plans/schedule of a large outside party, with the company's volume governed by that party's clock, and that ramp is large and mostly ahead. Let's analyze the transcript. The question asks: "does management make clear that what happens to this company over the coming year depends mainly on a timetable set by someone else?" That is, does management explain the company's near-term trajectory chiefly by describing the plans, schedule, build-out, program, or rollout pace of one or a few large outside parties the company already supplies, serves, or works with, rather than by describing its own selling, marketing, market share, or demand generation? We need to see if management's own account conveys both conditions: (1) the company's own volume is governed by an outside party's clock, and (2) that ramp is large relative to the company and mostly still ahead. Let's read the transcript carefully. The call is about ADM's Q4 2022 earnings. Management discusses various segments: Ag Services and Oilseeds, Carbohydrate Solutions, Nutrition, etc. They talk about market conditions, demand, margins, etc. They mention things like renewable diesel demand, ethanol, etc. They also mention specific projects like Spiritwood, expansions, etc. But the question is about whether management's near-term trajectory is chiefly explained by the plans of a large outside party. For example, if ADM is supplying a specific customer like a renewable diesel producer, and that customer's build-out schedule determines ADM's volumes. Or if ADM is building capacity for a specific customer's program. Let's look for any mention of a specific large counterparty whose schedule governs ADM's results. The transcript mentions "renewable diesel" demand, but that's a broad market. They mention "Pepsi" in passing: "the ingredients we will sell to Pepsi from the regenerative agriculture agreement we announced last year." That's a specific customer, but is that the main driver? No, it's just one example. They mention "LG Chem" in a joint venture for BioSolutions. But again, not the main driver. They mention "Wilmar" as an equity investment. They mention "Spiritwood" as a joint venture crush and refining facility in North Dakota, expected to be operational by this year's harvest.

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NO Their own money is on the line: management ties the company's near-term promises to consequences it will personally bear Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need answer only YES or NO. Need analyze transcript for specific forward claim with self-imposed cost. Need be strict. We need identify if management makes specific forward claim about company's own business and attaches real consequence to themselves/company if wrong. The phenomenon: costly signal, not ordinary guidance. Let's parse transcript. Management gives 2023 outlook: "expect another very strong year", "10% plus constant currency OP growth from Nutrition", "expect positive contributions from productivity and innovation", "expect to deliver another very strong year in 2023." Also specific: Nutrition 10% plus profit growth, similar revenue growth. Also "We are planning $1 billion in opportunistic buybacks for 2023, subject to other strategic uses of capital." Dividend increase 12.5%. Capital expenditures $1.3 billion. These are commitments? Buyback is routine capital allocation, subject to other uses, not tied to claim. Dividend increase is routine. Need see if management attaches cost to being wrong. They mention "we have now approved scope for first 2 years of program encompassing 18 manufacturing facilities. We continue to expect double-digit returns." That's committed resources? But not tied to specific forward claim? They say "productivity work" and "innovation" but no specific checkable claim with stake. Nutrition: "Nutrition is expected to continue on a positive growth trajectory for full year 2023, including 10% plus profit growth and a similar level of revenue growth." That's specific near-dated. But is there self-imposed cost? They don't say "we'll be judged on this" or "we've staked X." They just give guidance. No personal exposure. They mention "we have strong pipeline" but no cost. Maybe "we are planning $1 billion in opportunistic buybacks for 2023, subject to other strategic uses of capital" - not a claim about business performance, and conditional. Maybe "We have now approved scope for first 2 years of program encompassing 18 manufacturing facilities. We continue to expect double-digit returns from this important initiative." That's a forward claim about returns? But no specific number, and no cost attached beyond already approved spending. But approved spending is committed resources, but is it "against the claim"? They say they expect double-digit returns. They have already committed capital to 18 facilities.

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NO Physical throughput records at the operating level, told in operating units Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need to determine if management reports that physical or operational output has just reached the highest level in company history or a clear step above prior operating range, grounded in specific operating quantities or milestones achieved in recent period, and indicates output expected to continue rising because drivers are still building. The answer should be YES only if all conditions met. Otherwise NO. Scan transcript: Management discusses record financial results, but do they mention record physical output? They talk about "Marshall, Minnesota modernization", "opened a new mill house", "completed Quincy refinery expansion", "improved output and yields at Rondopolis diesel plant", "expanded probiotic capacity", "alternative protein expansion in Serbia", "joint venture crush and refining facility in North Dakota to be operational by this year's harvest". But these are expansions, not necessarily record output levels achieved. They mention "enrolled 1 million unique acres" in regenerative agriculture, but that's about acres enrolled, not output. They mention "BioSolutions 26% year-over-year revenue growth" - that's revenue. They mention Nutrition "18% constant currency revenue growth" and "11% higher profits" - financial. They mention "crushing results more than double" - financial results. They mention "strong export volumes for soybean meal" - maybe physical? But no specific record or step-change compared to history. They mention "we delivered an impressive 26% in year-over-year revenue growth in BioSolutions" - revenue. They mention "our productivity work... unlocked more than $1.6 billion in cash" - financial. They mention "strong cash flow" etc. The question asks about physical or operational output, units produced, shipped, delivered, etc. The transcript mentions "improved output and yields" at a specific plant, but not a company-wide record. Also "strong demand" but no specific quantities. They mention "record" in terms of financial results: "full year adjusted EPS of $7.85, adjusted segment operating profit of $6.6 billion" - financial. No mention of record production volumes. They might have achieved record crush margins or volumes? They say "crushing results were more than double" but that's operating profit. No specific physical units. The answer is likely NO because no specific operating quantities are given as record.

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NO Cornered by one hard problem: management describes the company organized around solving a specific difficulty most other Q4 2022 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ4 2022 · 2023-01-26

We need answer YES/NO. Need evaluate transcript. Need determine if management describes company organized around solving one particularly difficult problem that others haven't solved, routinely fail at, or avoid, and currently succeeding at it in live operations. We need parse transcript. Company ADM, agribusiness. Management discusses accomplishments, productivity, innovation, Nutrition, decarbonization, etc. Is there a named hard problem at center? They mention "help solve our world’s challenges for food security, health and well-being and sustainability." But not a specific hard problem others fail at. They mention "unprecedented market disruptions" and "manage dynamic market environment." They mention "complex" Nutrition business, supply chain issues. But no coherent picture of a hard problem they uniquely solve. They mention "decarbonization" and "low-carbon intensity feedstocks" and "sustainable aviation fuel" but as goals/initiatives, not necessarily currently succeeding at hard thing others can't. They mention "precision fermentation" longer term horizon. They mention "BioSolutions" growing, but not framed as hard problem. They mention "differentiated grain" and regenerative agriculture enrolled 1 million acres, but not described as hard problem others fail at. They mention "crush margins" strong, but that's market conditions. They mention "Nutrition continued to outpace industry" with 18% revenue growth, but not hard problem. They mention "demand fulfillment challenges" hurting them, not mastery. They mention "lysine margins" lower due to global supply recovery, not hard problem. Question asks: Does management describe company as organized around solving one particularly difficult problem that others in market have not solved, routinely fail at, or avoid altogether — and convey currently succeeding at that hard thing in real, live operations? Need answer YES only if both halves present. Here no. Management talks about broad strategy, productivity, innovation, growth platforms, but not a single named hard problem at center. No mention of competitors failing. No "few can do." No "customers come because no one else can." So answer NO. Need ensure not trick: They mention "one of most important is decarbonization" and "goal to reduce carbon intensity" and "preferred partner in low-carbon intensity feedstocks" but not hard problem.

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Showing the latest 18 of 235 archived research questions.

These archived questions are separate from the newer 500-check scan above.

Past calls

ADM call history

Open a quarter only when you want its detailed evidence.

B+ Q1 2026 · Strong call · 2026-05-05Management raised guidance against accelerating demand and expanding margins. The delivery was unusually candid, rich in specifics.

Guidance: raisedDemand: acceleratingMargins: expandingPricing: raisingCapex: flat⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubtsDirection beats results

Candor 7/9

Specificity 8/9

Evasion 2/9

Confidence 7/9

Uncertainty 5/9

Promotion 4/9

Stress 2/9

Complexity 7/9

View the 20 core call-quality checks

YES Would a skeptical short-seller find this call reassuring?

YES Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

YES Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

NO Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

NO Is volume about to step up rather than grow gradually?

NO Are high fixed costs currently underutilised?

YES Is pricing recovering from a depressed level?

YES Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

NO Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

NO Does the CFO speak more than the CEO?

NO Does the call read rehearsed rather than lived?

D Q4 2025 · Weak call · 2026-02-03Management raised guidance against mixed demand signals and contracting margins. The delivery was unusually candid, rich in specifics.

Guidance: raisedDemand: mixedMargins: contractingPricing: under pressureCapex: increasing⚑ Critic ammunition⚑ Question left hanging⚑ Reads rehearsedDirection beats results

Candor 7/9

Specificity 7/9

Evasion 5/9

Confidence 6/9

Uncertainty 7/9

Promotion 5/9

Stress 3/9

Complexity 7/9

View the 20 core call-quality checks

NO Would a skeptical short-seller find this call reassuring?

NO Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

NO Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

YES Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

NO Is volume about to step up rather than grow gradually?

NO Are high fixed costs currently underutilised?

NO Is pricing recovering from a depressed level?

YES Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

NO Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

NO Does the CFO speak more than the CEO?

YES Does the call read rehearsed rather than lived?

B Q2 2025 · Solid call · 2025-08-05Management held guidance steady against mixed demand signals and contracting margins. The delivery was unusually candid, rich in specifics.

Guidance: maintainedDemand: mixedMargins: contractingPricing: under pressureCapex: decreasing⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Volume step-up aheadDirection beats results

Candor 7/9

Specificity 8/9

Evasion 2/9

Confidence 7/9

Uncertainty 5/9

Promotion 4/9

Stress 2/9

Complexity 6/9

View the 20 core call-quality checks

YES Would a skeptical short-seller find this call reassuring?

YES Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

YES Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

NO Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

YES Is volume about to step up rather than grow gradually?

YES Are high fixed costs currently underutilised?

YES Is pricing recovering from a depressed level?

YES Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

NO Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

NO Does the CFO speak more than the CEO?

NO Does the call read rehearsed rather than lived?

D Q4 2024 · Weak call · 2025-02-04Management lowered guidance against mixed demand signals and contracting margins. The delivery was unusually candid, rich in specifics.

Guidance: loweredDemand: mixedMargins: contractingPricing: under pressureHeadcount: cuttingCapex: flat⚑ Critic ammunition⚑ Question left hanging✓ Resolves doubts⚑ Reads rehearsedCFO dominatesDirection beats results

Candor 7/9

Specificity 8/9

Evasion 3/9

Confidence 6/9

Uncertainty 6/9

Promotion 4/9

Stress 4/9

Complexity 7/9

View the 20 core call-quality checks

NO Would a skeptical short-seller find this call reassuring?

NO Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

YES Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

YES Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

NO Is volume about to step up rather than grow gradually?

YES Are high fixed costs currently underutilised?

NO Is pricing recovering from a depressed level?

YES Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

NO Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

YES Does the CFO speak more than the CEO?

YES Does the call read rehearsed rather than lived?

F Q3 2024 · Very weak call · 2024-12-03Management lowered guidance against slowing demand and contracting margins. The delivery was unusually candid.

Guidance: loweredDemand: slowingMargins: contractingPricing: under pressureCapex: flat⚑ Critic ammunition⚑ Question left hanging✓ Guidance underwritable

Candor 7/9

Specificity 6/9

Evasion 4/9

Confidence 4/9

Uncertainty 7/9

Promotion 3/9

Stress 5/9

Complexity 6/9

View the 20 core call-quality checks

NO Would a skeptical short-seller find this call reassuring?

YES Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

NO Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

YES Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

NO Is volume about to step up rather than grow gradually?

YES Are high fixed costs currently underutilised?

NO Is pricing recovering from a depressed level?

NO Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

NO Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

NO Does the CFO speak more than the CEO?

NO Does the call read rehearsed rather than lived?

C Q2 2024 · Caution · 2024-07-30Management held guidance steady against steady demand and contracting margins. The delivery was unusually candid, rich in specifics.

Guidance: maintainedDemand: stableMargins: contractingPricing: under pressureCapex: increasing⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubtsDirection beats results

Candor 7/9

Specificity 7/9

Evasion 3/9

Confidence 6/9

Uncertainty 4/9

Promotion 5/9

Stress 3/9

Complexity 6/9

View the 20 core call-quality checks

YES Would a skeptical short-seller find this call reassuring?

YES Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

YES Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

NO Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

NO Is volume about to step up rather than grow gradually?

YES Are high fixed costs currently underutilised?

NO Is pricing recovering from a depressed level?

YES Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

NO Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

NO Does the CFO speak more than the CEO?

NO Does the call read rehearsed rather than lived?

C Q1 2024 · Caution · 2024-04-30Management held guidance steady against mixed demand signals and contracting margins. The delivery was unusually candid, rich in specifics.

Guidance: maintainedDemand: mixedMargins: contractingPricing: under pressureCapex: flat⚑ Critic ammunition⚑ Question left hanging✓ Guidance underwritable✓ Resolves doubts✓ Early product, fast growth⚑ Reads rehearsed

Candor 7/9

Specificity 7/9

Evasion 3/9

Confidence 6/9

Uncertainty 5/9

Promotion 4/9

Stress 3/9

Complexity 7/9

View the 20 core call-quality checks

NO Would a skeptical short-seller find this call reassuring?

YES Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

YES Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

YES Does an obvious question remain unanswered?

YES Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

NO Is volume about to step up rather than grow gradually?

YES Are high fixed costs currently underutilised?

NO Is pricing recovering from a depressed level?

YES Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

NO Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

NO Does the CFO speak more than the CEO?

YES Does the call read rehearsed rather than lived?

View 33 earlier calls

Call	Date	Grade	Guidance	Demand	Margins	Candor	Evasion
Q4 2023	2024-03-12	F	lowered	mixed	contracting	7/9	3/9
Q3 2023	2023-10-24	B+	raised	mixed	stable	7/9	2/9
Q2 2023	2023-07-25	B+	raised	mixed	stable	7/9	3/9
Q1 2023	2023-04-25	C+	maintained	mixed	stable	7/9	3/9
Q4 2022	2023-01-26	C+	maintained	stable	stable	7/9	3/9
Q3 2022	2022-10-25	A	raised	stable	expanding	7/9	2/9
Q2 2022	2022-07-26	B+	raised	stable	expanding	7/9	2/9
Q1 2022	2022-04-26	B+	raised	accelerating	expanding	7/9	3/9
Q4 2021	2022-01-25	B	maintained	accelerating	expanding	7/9	2/9
Q3 2021	2021-10-26	C+	raised	accelerating	expanding	6/9	4/9
Q2 2021	2021-07-27	B+	raised	accelerating	expanding	7/9	2/9
Q1 2021	2021-04-27	A	raised	accelerating	expanding	8/9	1/9
Q4 2020	2021-01-26	B+	raised	accelerating	expanding	7/9	3/9
Q3 2020	2020-10-30	A	raised	accelerating	expanding	6/9	2/9
Q2 2020	2020-07-30	B+	maintained	accelerating	expanding	7/9	2/9
Q1 2020	2020-04-30	C	lowered	mixed	contracting	7/9	2/9
Q4 2019	2020-01-30	B	maintained	mixed	contracting	7/9	2/9
Q3 2019	2019-10-31	C+	mixed	mixed	contracting	7/9	2/9
Q2 2019	2019-08-01	D	lowered	mixed	contracting	7/9	3/9
Q1 2019	2019-04-26	C	maintained	accelerating	contracting	7/9	2/9
Q4 2018	2019-02-05	B+	maintained	mixed	contracting	8/9	2/9
Q3 2018	2018-11-06	B+	raised	stable	expanding	7/9	2/9
Q2 2018	2018-07-31	B+	raised	accelerating	expanding	7/9	2/9
Q1 2018	2018-05-01	B+	raised	accelerating	expanding	7/9	2/9
Q4 2017	2018-02-06	B	maintained	stable	expanding	7/9	2/9
Q3 2017	2017-10-31	C+	maintained	mixed	contracting	8/9	2/9
Q2 2017	2017-08-01	B	maintained	mixed	contracting	7/9	2/9
Q1 2017	2017-05-02	C	maintained	stable	expanding	7/9	3/9
Q4 2016	2017-02-07	B	raised	accelerating	expanding	7/9	3/9
Q3 2016	2016-11-01	C+	maintained	accelerating	unclear	7/9	2/9
Q2 2016	2016-08-02	C+	maintained	accelerating	contracting	7/9	3/9
Q1 2016	2016-05-03	C	maintained	mixed	contracting	8/9	2/9
Q4 2015	2016-02-02	C	lowered	slowing	contracting	8/9	2/9

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