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ECPG · Earnings-call lab · 39 calls graded · 2016–2026

Encore Capital Group, Inc.

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
39calls analyzed
2016–2026coverage
NEWESTQ1 2026 call
2026-05-12 · 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
2025-05-10 · 5 analysts · 11 questions · 500 / 500 checks
Free · full reportThe quarter before the newest
A
Call grade · Better than 90% of 177,437 calls
Exceptional call. Management held guidance steady against accelerating demand and expanding margins. The delivery was unusually candid, rich in specifics, relaxed under questioning.
Management toneResultTypical range · middle half of all callsFlag
Candor7 /9
—
Evasion2 /9
—
Specificity8 /9
—
Confidence8 /9
—
Uncertainty2 /9
—
Promotion5 /9
—
Stress1 /9
—
Complexity6 /9
—
Since the quarter before · Q4 2024 → Q1 2025
Guidance maintainedDemand acceleratingMargins expandingPricing stableBacklog growingCapex increasing✓ Clean call✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Volume step-up ahead⚑ Reads rehearsed
Notable checks detected
  • Is there a questioner from an investment bank other than the first three analysts who ask questions?
  • Are there more than ten analyst questions in total?
  • Does the operator mention a queue or "next question" more than three times?
  • Does the operator use the phrase "next question" at least three times?
ScreenersHigh CandorSkeptic ReassuredClean CallVolume Step-UpMargins ExpandingDemand AcceleratingBacklog GrowingCapex Increasing
Lab panel · Q1 2025 call

30 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.

6 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.20 times
typical 13–31
—
BuzzwordsSynergies, headwinds, flywheels, best-in-class and friends.1.9 /1k words
typical 0.6–1.8
H
HedgesSort of, kind of, roughly, I think, probably.8.4 /1k words
typical 5.5–10.5
—
SuperlativesRecord, unprecedented, tremendous, incredible.3.8 /1k words
typical 0.3–1.2
H
Outside forcesMacro, weather, currency, tariffs, supply chain.2 mentions
typical 1–9
—
Stonewalls"Not going to comment", "we don't break that out".1 times
typical 0–0
H
NumbersFigures per thousand words of management speech. Low means vague.38.7 /1k words
typical 21.2–35.3
—
"Excited"Excited, exciting, thrilled.0 times
typical 0–3
—
Script shareShare of the call spent on prepared remarks rather than questions.57% % of call
typical 35%–55%
H
CEO shareHow much of the talking the CEO did.7% % of mgmt words
typical 29%–68%
L
Longest answerThe longest single management answer in the Q&A.142 words
typical 249–461
—
Reading levelFlesch–Kincaid grade level of management answers.6.2 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.21 of 49
typical 16–30
—
DodgingQuestions declined, deferred or answered with a different question.8 of 15
typical 5–9
—
BlameResults attributed to weather, macro, currency or other outside forces.8 of 27
typical 3–12
—
HypeSuperlatives and excitement in management language.5 of 11
typical 2–8
—
Analyst pushbackHow hard the analysts pressed: follow-ups, two-part questions, challenges.5 of 22
typical 5–10
—
ConfessionAdmissions, apologies and self-corrections.7 of 11
typical 1–5
H
Call theaterStage management: operator mechanics, scripted cues, "color".18 of 33
typical 12–19
—
Capital returns talkAttention paid to buybacks, dividends, M&A and the balance sheet.5 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.

500checked
209detected
291not detected
YES 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 YES

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

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

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

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

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

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
YES 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 YES

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

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
YES Does the transcript contain the phrase "next question" at least twice? Air Traffic · seen in 83.8% 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 83.8% of calls 97.3% repeat consistency
YES Does an analyst ask a question spanning more than five sentences? Air Traffic · seen in 75.4% 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 75.4% of calls 88.6% repeat consistency
YES 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 YES

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

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
YES 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 YES

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

Transcript-only check Detected in 75.4% of calls 80.6% repeat consistency
YES Does any speaker use the word "obviously" at least twice? Air Traffic · seen in 55.8% 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 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
YES Does any analyst say "congrats" or "congratulations" to management? Air Traffic · seen in 35.8% 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 35.8% of calls 99.7% repeat consistency
YES Is the word "scale" or "scaling" used as a verb? Air Traffic · seen in 22.7% 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 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
YES Does any analyst say "thank you" before asking their question? Air Traffic · seen in 71.4% 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 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
YES Does anyone say "the environment" when describing market conditions? Air Traffic · seen in 51.5% 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 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
YES Does any speaker say "thank you" more than three times? Air Traffic · seen in 78.4% 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 78.4% of calls 80.1% repeat consistency
YES Does any speaker say "with that" as a transition phrase? Air Traffic · seen in 76.4% 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 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
YES Does any speaker say "moving to" or "turning to" when changing topics? Air Traffic · seen in 74.8% 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 74.8% of calls 93.8% repeat consistency
YES 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 YES

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

Transcript-only check Detected in 79.9% of calls 81.1% repeat consistency
YES Does any speaker say "operator" aloud during the call? Air Traffic · seen in 43.9% 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 43.9% of calls 87.6% repeat consistency
YES Does anyone repeat the same stock phrase three or more times? Anthropologist · seen in 85.4% 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 85.4% of calls 82.7% repeat consistency
YES Does anyone use the phrase "as you know" to introduce a claim? Anthropologist · seen in 49% 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 49% of calls 90.7% repeat consistency
YES Does any speaker apologize without attaching a fix to the apology? Anthropologist · seen in 21.2% 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 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
YES Does an executive answer a question with another question? Bankruptcy · seen in 36.2% 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 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
YES Does anyone use the phrase "kind of" at least twice? Clinical Trial · seen in 75.9% 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 75.9% of calls 87.5% repeat consistency
YES Does any question include the word "color"? Clinical Trial · seen in 59.8% 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 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
YES Does any speaker say "with that" at least twice? Compliance · seen in 51.5% 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 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
YES 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 YES

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

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
YES Does anyone use the phrase "a couple of"? Courtroom · seen in 81% 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 81% of calls 93.6% repeat consistency
YES Does an analyst ask about capital allocation or buybacks? Courtroom · seen in 46.3% 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 46.3% of calls 90.9% repeat consistency
YES Does management use the word "strong" at least three times? Courtroom · seen in 83.2% 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 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
YES Does the word "opportunity" appear at least three times? Courtroom · seen in 77.2% 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 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
YES Does the phrase "record" appear at least twice in the transcript? Courtroom · seen in 34.9% 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 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
YES Does any speaker say "we're excited about" or "we're pleased with"? Courtroom · seen in 62% 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 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
YES Does anyone say "thank you" more than five times in total? Courtroom · seen in 87.2% 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 87.2% of calls 88.2% repeat consistency
YES Does an executive use the phrase "we believe"? Courtroom · seen in 83.6% 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 83.6% of calls 94.9% repeat consistency
YES Does the operator use the phrase "next question" at least three times? Debate · seen in 75.2% 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 75.2% of calls 97.3% repeat consistency
YES Does any analyst mention a specific percentage figure in their question? Debate · seen in 66.3% 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 66.3% of calls 93.3% repeat consistency
YES 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 YES

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

Transcript-only check Detected in 75.7% of calls 91.2% repeat consistency
YES Does at least one analyst ask a question about margins or costs? Debate · seen in 88.5% 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 88.5% of calls 95.6% repeat consistency
YES Does the CEO answer the majority of analyst questions personally? Debate · seen in 66.9% 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 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
YES Does any question reference a specific quarter (e.g., "fourth quarter") by name? Debate · seen in 76.2% 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 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
YES 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 YES

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

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
YES Does the CFO answer at least one question without the CEO speaking first? Debate · seen in 77.5% 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 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
YES Does the phrase "moving on" or "next question" come from the operator? Debate · seen in 88.4% 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 88.4% of calls 98.3% repeat consistency
YES 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 YES

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

Transcript-only check Detected in 60.4% of calls 92% repeat consistency
YES Does the phrase "color" appear (e.g., "add some color") in the transcript? Debate · seen in 75.2% 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 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
YES Does any executive begin an answer by restating the analyst's name? Debate · seen in 85.1% 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 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
YES Does the CEO answer the first analyst question personally? Debate · seen in 65.9% 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 65.9% of calls 97% repeat consistency
YES Does the word "obviously" appear in the transcript? Debate · seen in 74.1% 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 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
YES Does an executive begin an answer with "So" as the first word? Debate · seen in 68.4% 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 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
YES Does any executive say "let me" at least once? Debate · seen in 66.1% 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 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
YES Does management mention "margin" or "margins" in prepared remarks? Debate · seen in 75.1% 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 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
YES Does the word "seasonality" appear? Debate · seen in 27.1% 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 27.1% of calls 99.7% repeat consistency
YES Does anyone use the word "robust" to describe demand, growth, or the pipeline? Debate · seen in 33% 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 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
YES Does an analyst's question include the phrase "going forward"? Debate · seen in 20.6% 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 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
YES Does an executive cite a specific dollar figure greater than one billion? Discovery · seen in 71% 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 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
YES Does an analyst reference a specific prior quarter by name (e.g., "last quarter")? Discovery · seen in 63% 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 63% of calls 82.5% repeat consistency
YES Does any speaker say "obviously" two or more times? Discovery · seen in 61.8% 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 61.8% of calls 88.7% repeat consistency
YES 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 YES

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

Transcript-only check Detected in 86.2% of calls 91.9% repeat consistency
YES Does any analyst ask about a specific geographic region or market? Discovery · seen in 70.6% 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 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
YES Does the word "margin" or "margins" appear at least five times? Discovery · seen in 63.4% 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 63.4% of calls 94.3% repeat consistency
YES Does the word "opportunity" or "opportunities" appear at least three times? Discovery · seen in 76.7% 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 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
YES 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 YES

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

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
YES Does any analyst introduce themselves by name before asking their first question? Discovery · seen in 27.2% 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 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
YES Does any prepared remark mention "headwinds" or "tailwinds"? Discovery · seen in 33.1% 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 33.1% of calls 94.8% repeat consistency
YES Does any speaker say "with that, I'll turn it over"? Discovery · seen in 55.8% 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 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
YES Does an analyst ask a two-part question containing the word "but"? Editor · seen in 74.2% 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 74.2% of calls 83.3% repeat consistency
YES 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 YES

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

Transcript-only check Detected in 87.8% of calls 92.9% repeat consistency
YES Does anyone answer "yes" or "no" as the first word of a response? Editor · seen in 83.2% 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 83.2% of calls 90.3% repeat consistency
YES Does anyone say "thank you" at least ten times in the transcript? Editor · seen in 73.2% 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 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
YES Does any analyst begin their question with "Hi" or "Hello" as a greeting? Editor · seen in 60.1% 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 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
YES Does any speaker use the word "tailwind" or "tailwinds"? Editor · seen in 27.3% 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 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
YES Does the word "efficiency" or "productivity" appear at least twice? Editor · seen in 47.4% 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 47.4% of calls 96% repeat consistency
YES Does an analyst thank the executives or congratulate them before asking a question? Editor · seen in 74.7% 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 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
YES 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 YES

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

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
YES Does anyone use the phrase "the vast majority"? Editor · seen in 16.3% 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 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
YES 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 YES

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

Transcript-only check Detected in 64.9% of calls 93.6% repeat consistency
YES Does anyone say "thank you" at least ten times across the call? Fact Checker · seen in 67.1% 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 67.1% of calls 81.1% repeat consistency
YES 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 YES

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

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
YES 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 YES

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

Transcript-only check Detected in 84.1% of calls 98% repeat consistency
YES Does the CEO personally deliver the closing remarks of the call? Fact Checker · seen in 68.9% 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 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
YES 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 YES

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

Transcript-only check Detected in 80.9% of calls 95.3% repeat consistency
YES Does the phrase "in terms of" appear at least twice? Forensic · seen in 84.8% 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 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
YES A hedge word ("maybe," "sort of") appears inside a direct quantitative claim. Forensic · seen in 78.4% 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 78.4% of calls 81% repeat consistency
YES Does any speaker use the word "obviously"? Forensic · seen in 81.7% 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 81.7% of calls 95% repeat consistency
YES Does the word "guidance" appear in both prepared remarks and the Q&A section? Forensic · seen in 50% 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 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
YES Does anyone use the word "ecosystem" or "platform" without a number attached? Forensic · seen in 60.6% 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 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
YES Does anyone begin an answer by restating or paraphrasing the analyst's name? Forensic · seen in 76.6% 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 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
YES The transcript contains an apology unrelated to financial results. Forensic · seen in 39.5% 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 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
YES Does the word "seasonality" or "seasonal" appear? Forensic · seen in 44.7% 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 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
YES The final question is answered noticeably shorter than the opening ones. Forensic · seen in 37.3% 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 37.3% 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
YES Does any question mention a specific percentage or dollar figure? Hostage · seen in 88.5% 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 88.5% of calls 93.9% repeat consistency
YES Does the CEO personally answer more questions than any other executive? Hostage · seen in 72.7% 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 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
YES Are there more than ten analyst questions in total? Insurance · seen in 79.4% 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 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
YES 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 YES

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

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

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

Transcript-only check Detected in 40.6% of calls 83.3% repeat consistency
YES Executive corrects an analyst's premise. Insurance · seen in 60% 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 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
YES Does the CEO personally answer more than half of the analyst questions? Insurance · seen in 64.9% 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 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
YES Does any analyst ask a multi-part question containing three or more distinct questions? Insurance · seen in 82% 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 82% of calls 87.3% repeat consistency
YES Does the word "guidance" appear at least three times? Insurance · seen in 58.2% 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 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
YES Does an analyst begin with a compliment, such as "great quarter" or "congrats"? Insurance · seen in 41.4% 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 41.4% of calls 93.9% repeat consistency
YES Does an executive say "we said" when recalling prior statements? Insurance · seen in 47.7% 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 47.7% of calls 89.7% repeat consistency
YES Does any analyst begin their turn with "thanks" or "thank you"? Insurance · seen in 71.8% 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 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
YES Does the word "capital" appear at least five times? Insurance · seen in 53.8% 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 53.8% of calls 93.3% repeat consistency
YES Does any executive say "we feel" rather than "we believe" or "we think"? Insurance · seen in 58.2% 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 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
YES 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 YES

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

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
YES Does anyone say "we are pleased" or "we're excited"? Insurance · seen in 75% 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 75% of calls 94.3% repeat consistency
YES Does anyone use the word "leverage" (financial or metaphorical)? Insurance · seen in 72.8% 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 72.8% of calls 95.7% repeat consistency
YES Does an analyst thank management before asking their question? Insurance · seen in 60.9% 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 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
YES Does the word "uncertainty" or "uncertainties" appear at least twice? Insurance · seen in 37.8% 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 37.8% 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
YES Does management use the word "leverage" or "leveraging" at least twice? Insurance · seen in 51.1% 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 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
YES Does any speaker say "so clearly" or "quite frankly"? Insurance · seen in 18% 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 18% of calls 90.2% repeat consistency
YES Does management use the phrase "we believe" at least three times? Insurance · seen in 54% 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 54% of calls 92.3% repeat consistency
YES Speaker says "we don't guide" on anything. Insurance · seen in 16.5% 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 16.5% of calls 91.7% repeat consistency
YES Does the CFO use the word "quarter" at least ten times? Insurance · seen in 74.6% 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 74.6% of calls 90.7% repeat consistency
YES Does any speaker say "thank you" more than five times in total? Insurance · seen in 81.2% 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 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
YES Does the transcript contain the word "typically" at least twice? Insurance · seen in 17.4% 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 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
YES Does any speaker use the phrase "going forward"? Insurance · seen in 61.4% 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 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
YES Does anyone say "stability" or "stable" when describing demand? Insurance · seen in 23.6% 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 23.6% of calls 89.6% repeat consistency
YES Word "normal" used about demand. Insurance · seen in 29.3% 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 29.3% of calls 86.3% repeat consistency
YES Does an executive say "stay tuned" or "more to come"? Insurance · seen in 11.7% 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 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
YES Does the CFO's prepared section mention interest expense by name or figure? Insurance · seen in 31.7% 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 31.7% of calls 97.7% repeat consistency
YES Does the word "volatility" appear? Insurance · seen in 28.6% 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 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
YES Does the phrase "the macro" or "macro environment" appear? Insurance · seen in 19.7% 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 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
YES Is the word "flexibility" or "flexible" used at least once? Insurance · seen in 44.4% 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 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
YES Does anyone say "moving on" or "let me turn it over" during prepared remarks? Interrogator · seen in 36% 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 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
YES 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 YES

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

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
YES 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 YES

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

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
YES Does anyone use the phrase "underlying" to modify a business metric? Negotiation · seen in 38.3% 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 38.3% of calls 94.7% repeat consistency
YES Does anyone say "excited" or "pleased" at least twice in the transcript? Negotiation · seen in 70.6% 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 70.6% of calls 97% repeat consistency
YES Does the word "guidance" appear in the prepared remarks (not just Q&A)? Negotiation · seen in 64% 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 64% of calls 98.7% repeat consistency
YES 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 YES

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

Transcript-only check Detected in 66.7% of calls 93.3% repeat consistency
YES 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 YES

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

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
YES Does the word "macro" or "macroeconomic" appear in the transcript? Negotiation · seen in 39.9% 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 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
YES 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 YES

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

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
YES Does a speaker correct a figure they themselves just stated? Negotiation · seen in 23.8% 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 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
YES Is the CFO the speaker for at least one analyst question? Private Credit · seen in 87.8% 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 87.8% of calls 99% repeat consistency
YES Does the word "guidance" appear in the transcript? Private Credit · seen in 78.7% 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 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
YES Does the word "liquidity" appear at least once? Private Credit · seen in 34.7% 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 34.7% of calls 99.7% repeat consistency
YES Does the transcript mention refinancing, maturity dates, or debt coming due? Private Credit · seen in 32% 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 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
YES Does anyone reference "the macro" or "macro environment"? Private Credit · seen in 26.5% 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 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
YES 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 YES

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

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
YES Does anyone say "with that" or "that said" to pivot? Private Credit · seen in 81.4% 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 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
YES Does an analyst's turn contain the word "congratulations"? Procurement · seen in 20.2% 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 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
YES 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 YES

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

Transcript-only check Detected in 66.3% of calls 89.7% repeat consistency
NO Are there more than eight analyst questioners? Project · seen in 37.5% 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 37.5% of calls 99.7% repeat consistency
YES Does any analyst's question include a percentage figure? Project · seen in 69.1% 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 69.1% of calls 91.1% repeat consistency
YES Does any analyst's question contain the word "guidance"? Project · seen in 54.3% 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 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
YES Does the CEO personally answer the first question? Project · seen in 69.3% 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 69.3% of calls 92.4% repeat consistency
YES Does any speaker use the phrase "tailwind" or "tailwinds"? Project · seen in 27.3% 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 27.3% of calls 99.7% repeat consistency
YES Does management use the phrase "balance sheet" at least twice? Project · seen in 41.1% 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 41.1% of calls 96.6% repeat consistency
YES Does the CEO make closing remarks after the Q&A ends? Project · seen in 64.8% 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 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
YES Does the operator say "our next question" two or more times? Scientist · seen in 73.5% 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 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
YES 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 YES

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

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
YES Does an executive state a specific numeric percentage when answering a question? Screenwriter · seen in 86.7% 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 86.7% of calls 97.9% repeat consistency
YES Does anyone say "in terms of" at least twice? Screenwriter · seen in 84.8% 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 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
YES Does the word "guidance" appear in the Q&A section? Screenwriter · seen in 66.6% 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 66.6% of calls 93.1% repeat consistency
YES Does the word "strong" appear more than five times? Screenwriter · seen in 64.9% 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 64.9% of calls 91.3% repeat consistency
YES Does the phrase "thank you" appear more than ten times? Screenwriter · seen in 62.8% 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 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
YES Does management use the word "guidance" at least twice? Screenwriter · seen in 65.8% 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 65.8% of calls 95.5% repeat consistency
YES 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 YES

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

Transcript-only check Detected in 72.8% of calls 83.2% repeat consistency
YES Does an executive begin an answer by restating the analyst's name? Screenwriter · seen in 85.3% 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 85.3% of calls 97% repeat consistency
YES Does any analyst ask about capital allocation or share repurchases? Screenwriter · seen in 42.2% 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 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
YES Does the word "opportunity" or "opportunities" appear more than three times? Screenwriter · seen in 66.5% 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 66.5% of calls 93.3% repeat consistency
YES 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 YES

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

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
YES Does any analyst ask a personal, warm, or congratulatory question? Screenwriter · seen in 49.4% 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 49.4% of calls 92.3% repeat consistency
YES Does the phrase "capital" appear at least five times? Screenwriter · seen in 50.3% 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 50.3% of calls 92.1% repeat consistency
YES Does an analyst ask a question the prepared remarks already answered? Screenwriter · seen in 86.1% 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 86.1% of calls 82.7% repeat consistency
YES Does the word "quarter" appear at least twenty times? Screenwriter · seen in 84.4% 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 84.4% of calls 90.4% repeat consistency
YES Does any single analyst ask more than two questions during the whole call? Screenwriter · seen in 86.6% 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 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
YES Is the word "headwinds" or "tailwinds" used? Screenwriter · seen in 41.8% 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 41.8% of calls 97.3% repeat consistency
YES Does the word "margin" appear at least three times? Screenwriter · seen in 73.6% 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 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
YES Does the phrase "going forward" appear? Screenwriter · seen in 62.9% 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 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
YES Does any executive say "we believe" at least twice? Screenwriter · seen in 65.8% 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 65.8% of calls 92.8% repeat consistency
YES Does management use the phrase "going forward"? Screenwriter · seen in 56.2% 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 56.2% of calls 85.6% repeat consistency
YES Does anyone use the word "robust"? Screenwriter · seen in 46% 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 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
YES Does any executive say "we're pleased" or "I'm pleased"? Screenwriter · seen in 68.3% 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 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
YES 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 YES

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

Transcript-only check Detected in 87.3% of calls 89.7% repeat consistency
YES Is there a question about capital allocation (buybacks, M&A, debt, or dividends)? Semiotician · seen in 67.7% 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 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
YES Does the word "obviously" appear at least twice? Semiotician · seen in 57.9% 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 57.9% of calls 87.2% repeat consistency
YES 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 YES

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

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
YES Does any executive begin an answer with "Look," or "So,"? Semiotician · seen in 85.7% 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 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
YES Does any analyst apologize or preface with "sorry" before asking? Semiotician · seen in 32.8% 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 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
YES Does the word "tailwind" or "headwind" appear? Semiotician · seen in 52.2% 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 52.2% of calls 98.7% repeat consistency
YES Does any analyst's question begin with a compliment or congratulation? Semiotician · seen in 41.5% 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 41.5% of calls 88.3% repeat consistency
YES Does an analyst apologize before or during their question? Semiotician · seen in 32.8% 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 32.8% of calls 96.6% repeat consistency
YES Are there more questions about revenue than about costs? Semiotician · seen in 69.8% 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 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
YES 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 YES

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

Transcript-only check Detected in 54.8% of calls 82.8% repeat consistency
YES Does any executive answer begin with "Sure" or "Yes" followed by a comma? Semiotician · seen in 71.4% 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 71.4% of calls 83.2% repeat consistency
YES Does anyone say "from a ... perspective" (e.g., "from a margin perspective")? Semiotician · seen in 56.9% 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 56.9% of calls 87.2% repeat consistency
YES Does an executive say "we're not going to" in response to a question? Semiotician · seen in 25% 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 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
YES Does the word "quarter" appear at least 20 times? Semiotician · seen in 87.7% 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 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
YES Does the word "leverage" appear at least twice? Semiotician · seen in 52.1% 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 52.1% of calls 94.5% repeat consistency
YES Is the word "leverage" used at least three times? Semiotician · seen in 37.8% 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 37.8% 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
YES Does any speaker say "going forward"? Semiotician · seen in 61.4% 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 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
YES Does an analyst thank management at the end of their turn? Semiotician · seen in 77.2% 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 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
YES 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 YES

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

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
YES Does management use the word "solid" at least once? Semiotician · seen in 57.7% 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 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
YES 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 YES

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

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
YES Does any single speaker say "right?" as a tag question at least once? Semiotician · seen in 34% 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 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
YES Does the operator mention a queue or "next question" more than three times? Simultaneous · seen in 74.2% 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 74.2% of calls 91.6% repeat consistency
YES 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 YES

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

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
YES Does the phrase "last question" or "final question" appear? Simultaneous · seen in 50.4% 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 50.4% of calls 91.6% repeat consistency
YES Does the word "clearly" appear anywhere in the transcript? Simultaneous · seen in 50.9% 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 50.9% of calls 96.3% repeat consistency
YES Does the CEO speak first among named executives in the Q&A? Simultaneous · seen in 68.3% 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 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
YES Does the CFO mention a specific percentage greater than ten? Simultaneous · seen in 89.1% 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 89.1% of calls 96.6% repeat consistency
YES Does the phrase "going forward" appear at least once? Simultaneous · seen in 63.4% 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 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
YES Does an analyst thank management at the start or end of their turn? Simultaneous · seen in 81.6% 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 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
YES Does any executive say "with that" to transition between speakers or topics? Simultaneous · seen in 75% 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 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
YES Does any analyst identify themselves with a two-part introduction (name and firm)? Simultaneous · seen in 10.2% 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 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 ECPG calls. Open a question to read the model's original reasoning.

232 saved explanations · 231 questions
NO Volume records through a still-fixed gate: output is at company highs while the means of producing it have not proportio Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to analyze the transcript to see if management reports record output/activity in operating terms and that it's achieved with same or modestly grown setup. The company is in debt purchasing and collections. Their "output" could be portfolio purchases, collections, cash generation, etc. But we need operating quantities, not just financial records. Purchases in dollars? Collections in dollars? Those are financial. But maybe "collections" is the operating activity? Or number of accounts? They mention record $237 million in U.S. deployments, record U.S. supply. But that's dollar amount. Are there any operating metrics like number of accounts, portfolios, consumers served? They mention "record $237 million in the U.S." That's a financial deployment. They also mention "record level of outstandings" for credit card. But that's industry. Question asks about "REAL OPERATING OUTPUT OR ACTIVITY — units shipped, produced, delivered, processed, served, installed, or performed, in whatever operating unit fits the industry". For a debt collector, the output could be number of accounts collected, calls made, consumers assisted, etc. They mention "collections" dollar amount, but that's monetary. They also mention "purchasing" dollar amount. That's monetary too. They mention "record $237 million in the U.S." That is record deployment, a financial amount. They also say "collections growth" but not record? They say "double-digit collections growth" and "collections were $511 million up 10%" but not explicitly record level. They said "Global collections in the first quarter were $511 million and were up 10% compared to Q1 a year ago." That's not necessarily record. They also say "cash generation in Q1 was up 14%" but not record. They mention "U.S. market supply" at record levels, but that's external. They also mention "record U.S. deployments" and "record $237 million" - that's their purchasing amount, which is a financial deployment, not an operating unit like number of accounts purchased. Could be considered "output" in terms of activity, but it's monetary. They also mention "ERC" of $8.3 billion, but that's expected recoveries. The question asks for "output at company-record levels, in operating terms" - maybe they bought a record number of accounts? They don't specify. They mention "portfolio purchasing" but in dollars. No mention of number of consumers or accounts.

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NO New business is being written on visibly better terms than the company's own recent norm, and the mix shift has just beg Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if management indicates that the economic terms of new business have stepped up meaningfully above the company's own recent norm, and that this improvement has only begun to flow into reported results. The transcript discusses portfolio purchasing, collections, pricing, returns, etc. Management talks about strong purchasing in the U.S. at attractive returns, record deployments, and that they are allocating capital to highest returns. They mention that pricing in the U.S. has adjusted to higher funding costs, while Europe has not. They also mention that they expect operating leverage and that 2024 is a turning point. However, the question is specifically about the terms of new business (e.g., prices, rates, spreads) improving meaningfully above the company's own recent norm, and that this improvement is early in the numbers. Management says: "We deployed a record $237 million in the U.S. at strong returns" and "purchasing conditions in the U.S. market remain highly favorable, with continued strong growth in U.S. market supply and attractive pricing." They also say "the most recent delinquency data supports our expectation that 2024 will be another year of record portfolio sales." They mention that they are being selective in Europe due to pricing not reflecting higher funding costs. They also say "we continue to allocate the vast majority of our capital to the U.S. market" and "we expect to continue to deploy at current low levels until the returns in Cabot's markets become more attractive." They also mention that they have been building higher coupon into bidding strategy since rates started to rise. They say "In the U.S., however, market pricing has indeed adjusted to this higher cost of funding." So they are saying that the terms (pricing) on new purchases are better than before? They are buying at strong returns, but is that a step-up above their own recent norm? They say "record U.S. deployments" and "strong returns" but they don't explicitly compare to their own recent terms. They do say that they are allocating more to U.S. because returns are higher there. But the question is about the terms of new business improving meaningfully above the company's own recent norm. They mention that they are buying at attractive pricing, but is that a step-up? They also say that they expect collections to grow and that 2024 is a turning point.

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NO Order-of-magnitude gap: the company is already serving a demand source whose scale dwarfs its own current business Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if management describes a mismatch of scale between the company and the demand it is already serving. The key is: the company is already inside a very large flow, and management explicitly draws the size contrast, treating it as a central fact. Let's review the transcript. Management talks about U.S. market supply, record portfolio purchases, collections growth, etc. They mention that U.S. revolving credit has been rising, charge-off rates at 10-year high, delinquencies rising. They say "2024 will be another year of record portfolio sales by U.S. banks and credit card issuers." They deploy record $237 million in U.S. in Q1. They talk about being the largest player in the U.S. debt purchasing market. They mention ERC of $8+ billion. But do they explicitly draw a contrast between the company's size and the scale of the market it is already serving? They say "the U.S. market is seeing the world's strongest supply growth." They talk about record supply. But do they say "we have only captured a small fraction" or "the market is many times our size"? They don't explicitly quantify the market size relative to their purchases. They mention that they are the largest player, but that doesn't necessarily imply a small fraction. They also mention that they are allocating 80% of capital to U.S. They don't say "we are small relative to the opportunity." They talk about strong demand and record purchases, but that's just strong business. The question asks: does management convey that the company is currently supplying, serving, or participating in something whose size is enormous relative to the company's own current business, such that even a modest further share would make it several times bigger? Management does not explicitly draw that contrast. They talk about record supply and record purchases, but they don't say "we have only captured X% of the market" or "the market is 10 times our size." They don't treat the gap as a central fact. They are already the largest player, so they are a leading participant. The answer is likely NO. We need to be careful: the transcript mentions "the U.S. market is seeing the world's strongest supply growth" and "record portfolio sales" but that's about the market, not about the company's share. They don't say "we are small relative to the market." They say they are the largest player. So no mismatch of scale.

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NO Spending like a bigger company on purpose: current results carry the cost of an expansion aimed at demand management say Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if management acknowledges that current results are being visibly weighed down by an expansion already undertaken, and justifies it with demand already real/observable. Let's parse the transcript. Key points: - Management discusses expanding MCM internal collections capacity last year by adding ~500 account managers. They say: "After expanding MCM's internal collections capacity last year through the addition of approximately 500 account managers, we believe we are appropriately staffed to accommodate our higher recent purchase volumes. We expect the benefits from expanding our operations headcount will increase over time as these newer account managers gain experience and drive increased efficiencies and scale in our MCM collections operation." This indicates they added capacity (hiring) and expect benefits over time as they gain experience. But do they say this is weighing on current results? They mention "we are appropriately staffed" and "benefits will increase over time" implying they are carrying the cost now. But do they explicitly say it's depressing current profitability? They talk about operating expenses being up only 1% and efficiency ratio improving. They say "we expect to see that operating leverage" and "Q1 is proving to be exactly that" - meaning they are seeing operating leverage. So they are not saying the expansion is weighing down results; rather they are seeing benefits. They also mention "we are fully staffed up" and "we have adequate capacity" - that suggests they are not carrying excess cost but rather have capacity to handle growth. They don't say it's a drag. Also, they mention "we continue to prudently manage the Cabot cost structure given the reduced level of portfolio purchases" - that's about cutting costs, not expansion. The question asks: Does management acknowledge that current results are being visibly weighed down by the cost of an expansion already undertaken? They do not say that. They say they are appropriately staffed and expect benefits over time, but they don't say it's weighing on current results. They actually say operating expenses are well controlled and up only 1%, and they are seeing operating leverage. So they are not acknowledging a drag. Also, the justification: they point to higher recent purchase volumes and record U.S. deployments. That is demand they already have (purchases).

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NO From explaining to teaching: management has started giving investors the operating manual of a business that is now work Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if management spends real effort teaching investors how the business actually works now, with operational detail beyond what was asked, and conveys that this is because the business has recently started working in a way it previously had not, so the mechanics are now demonstrably producing results. Let's analyze the transcript. The call is a typical earnings call. Management gives prepared remarks and then answers questions. The prepared remarks include high-level strategy, market conditions, and financial results. They discuss pillars of strategy, market focus, etc. They mention record U.S. deployments, collections growth, etc. They talk about the U.S. market supply, charge-off rates, etc. They discuss their approach to purchasing and collections. In the Q&A, they answer questions about interest expense, forecast revisions, efficiency ratio, legal expenses, etc. They provide some operational details like the efficiency ratio, legal share, call center vs legal collections, etc. But is this teaching investors how the business works at a level beyond what was asked? They do explain some mechanics: e.g., how they allocate capital, how they collect, the role of call centers vs legal, the impact of hiring account managers, etc. However, is this unsolicited teaching? They are answering questions. The prepared remarks are more of a standard overview. The key is whether management is voluntarily going deep into the operational machinery, explaining the sequence of how they win, serve, keep customers, etc., and pointing out where they've recently gotten better, and that this is because the business has just started working in a new way. Looking at the transcript, management does discuss operational details: they talk about expanding internal collections capacity, adding 500 account managers, the benefits over time, the shift to call center and digital collections, legal share at 35% record low, etc. They also explain the impact of higher purchases on future collections. They talk about the efficiency ratio and operating leverage. They explain the mechanics of how they collect and how they allocate capital. But is this "teaching" in the sense of going beyond what the audience asked? The questions are about specific financial items, and management answers with some operational context. However, the prepared remarks are more of a summary.

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NO The company is being paid to solve a problem its customer just discovered it has Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if the transcript describes a situation where customers or end markets are forced into a change they did not choose, and that the company is one of the parties they must come to in order to comply, with that compliance-driven business already showing up in actual current activity. Let's analyze the transcript. The company is Encore Capital Group, a debt buyer. They purchase portfolios of non-performing loans. The discussion is about portfolio purchasing, collections, etc. Key points: They talk about U.S. market supply growing due to credit card lending growth and charge-off rates at a 10-year high. They mention that U.S. consumer credit card delinquencies are rising. They say "the most recent delinquency data supports our expectation that 2024 will be another year of record portfolio sales by U.S. banks and credit card issuers." This is about banks selling debt portfolios. But is there an obligation imposed on someone else? The banks are selling these portfolios because of charge-offs, but that's not a forced change; it's a business decision. There's no mention of a regulation, rule, mandate, etc., that forces banks to sell debt or forces consumers to do something. The company buys these portfolios and collects from consumers. But the consumers are not forced to change; they have unpaid debts. The company's role is to collect. There's no mention of a compliance-driven business. The transcript also discusses the U.K. and Europe, where they are being selective due to pricing. No mention of any regulatory obligation. The question asks: "does management describe that the company's customers or end markets are being FORCED INTO A CHANGE THEY DID NOT CHOOSE — a new rule, standard, mandate, deadline, ruling, specification, certification requirement, safety or environmental requirement, contractual obligation, insurance or financing condition, or an equivalent externally-imposed change in what those customers are now REQUIRED or COMPELLED to do — AND that this company is one of the parties they must come to in order to comply, with that compliance-driven business already showing up in the company's actual current activity?" There is no such description. The company's business is buying debt portfolios. The supply of these portfolios is increasing due to economic factors (charge-offs, delinquencies), not due to any regulatory mandate.

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NO Outside commitment landed before the results show it: a counterparty has put real weight on the company while reported n Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need answer YES/NO. Need evaluate transcript. Need determine if management describes outside counterparty materially larger than company made concrete committed decision to put weight on company, and results not yet reflect commitment. Transcript: Encore Capital Group earnings call. Management discusses portfolio purchasing, collections. Outside counterparty? They purchase portfolios of non-performing loans from banks/credit card issuers. Banks sell debt portfolios. Is that an outside counterparty decision? They mention U.S. market supply growing, record portfolio sales by banks, attractive pricing. They deployed record $237M in U.S. in Q1. But is there a specific committed decision by an outside party? No, it's market supply, not a named customer awarding business. They purchase portfolios; each purchase is a transaction with banks. But the question asks "an OUTSIDE COUNTERPARTY — a customer, partner, distributor, payer, government body, or similar third party materially larger or more consequential than the company itself — has RECENTLY made a concrete, committed decision to put real weight on this company (for example, awarding it significant business, standardizing on or designating its product, signing a major agreement, placing a large order, or committing its own resources to work with the company)" Hmm. In debt buying, the sellers are banks; they sell portfolios. Management says "record portfolio sales by U.S. banks and credit card issuers" and "continued strong growth in U.S. market supply." But is that a committed decision? It's not a single counterparty decision; it's market conditions. Also results already reflect purchases? They deployed record $237M in Q1, so purchases already made and reflected in ERC/collections? The question asks if reported results do NOT yet meaningfully reflect that commitment; contribution still ahead. Here, they purchased portfolios in Q1, so the commitment (purchase) is already reflected in balance sheet, but future collections from those purchases are ahead. However, the "outside counterparty" is not a customer but sellers. The decision to sell portfolios is made by banks, but management doesn't describe a specific outside party committing to work with Encore. It's general supply. Also "materially larger or more consequential than the company itself" - banks are larger, but no specific. Need answer NO.

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NO Paying a named price today to serve business already arriving Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need answer YES/NO. Need analyze transcript for management describing knowingly giving something up right now, named sacrifice, to serve/capture/deliver other business already arriving/committed/growing. Need identify coherent trade with both sides present tense. Let's parse transcript. Management highlights: Q1 performance, record U.S. purchases $237M, collections growth. Europe: "portfolio purchasing market remains very competitive. Although we continue to see some examples of improved pricing, we believe European portfolio pricing still does not consistently reflect the higher cost of capital caused by higher interest rates. As a result, we continue to be very selective, which has led to reduced Cabot portfolio purchases." So they are deliberately reducing Cabot purchases because returns not attractive. They allocate capital to U.S. "We are currently choosing to allocate significantly more capital to the U.S. market, which has higher returns consistent with our well established strategic focus." "We also continue to prudently manage the Cabot cost structure given the reduced level of portfolio purchases in recent quarters." This is a sacrifice? They are giving up European purchases, but that's because pricing not good, not to feed U.S. business? Actually they are allocating capital to U.S. because higher returns. They are not accepting a cost to current results; they are choosing higher returns. They mention "we continue to be very selective" in Europe, reduced purchases. But is that a sacrifice? They are not buying portfolios that don't meet returns. That's not a cost, it's discipline. They are not knowingly giving something up to feed U.S. They are choosing to allocate capital to U.S. because better returns. No named sacrifice. Other possible: "We have been building this kind of higher coupon into our bidding strategy since rates started to rise over a year ago." That's not sacrifice. "we issued $500 million of 2029 senior secured notes... initially used proceeds to pay down a revolver, plan to eventually use proceeds to redeem 2026 sterling notes... coupon higher than sterling bond... additional interest expense $10-15M through end of 2024." This is a cost of refinancing, but is it a sacrifice to feed growing business? They say "It is the case that the coupon associated with the new bond is higher than the sterling bond it will replace.

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NO Escape velocity out of a small base: management describes the business compounding at a rate its own size cannot absorb Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if management describes the company as being at a point where the rate of accumulation has become the dominant fact, with multiples/repeated doublings of recent past, and that compounding is off a base still small. Let's analyze the transcript. Management discusses strong performance, record U.S. deployments, collections growth, etc. They mention "record $237 million in the U.S." and "collections up 12%", "global collections up 10%". They talk about "record portfolio sales" and "record U.S. deployments". They also mention "we continue to allocate the vast majority of our capital to the U.S. market". They talk about "ERC at $8.3 billion, up 7%". They mention "cash generation up 14%". They talk about "purchase price multiples" and "higher returns". They also mention "we are the largest player in the attractive U.S. debt purchasing market". They talk about "our $8-plus billion of ERC represents our enormous capacity to generate cash". But do they frame things in terms of multiples of recent past? They say "record" and "up 10%", "up 12%", "up 14%". That's incremental growth, not multiples. They don't say "doubled" or "tripled" or "several times". They mention "record" but that's not a multiple. They also talk about "we expect 2024 to be another year of record portfolio sales" - that's forward-looking. They talk about "we have been purchasing very strongly over the quarters, over 2 years" - but that's not a multiple. They also mention "we are fully staffed up" and "we have adequate capacity". They don't say they are small relative to what's happening. They say "we are the largest player" - that suggests they are big. They also say "our balance sheet provides us very competitive funding costs" - not small. They talk about "we continue to be very selective" in Europe, but that's not about multiples. The question asks: does management convey that the company keeps having to describe itself in terms of multiples or repeated doublings of its own recent past? I don't see that. They use "record" and "up X%". That's incremental. They don't say "we are doing twice as much as last year" or "three times". They mention "purchase price multiples" but that's a financial metric, not a description of activity. Also, they don't treat the company as still small. They say "we are the largest player" and "our $8-plus billion of ERC" - that's large.

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NO Selling something whose payoff to the buyer is quick and provable: management cites customers' own realized results driv Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to answer YES or NO based on the transcript. The question asks: does management describe that what the company sells pays for itself quickly and verifiably in customers' own operations, and that customers' realized results are now the operative driver of purchasing, with management grounding this in current buying behavior? Essentially, we need to see if management talks about customers achieving specific, measured results that drive current purchases, and that this is still early. Let's analyze the transcript. The company is Encore Capital Group, which buys portfolios of non-performing loans. They collect on them. The "customers" here are not the end consumers but the banks/issuers who sell the debt portfolios. The company's product is debt purchasing and collection services. The "payoff" to customers (the sellers) would be that they get cash for the debt, but that's not really a "payoff" in the sense of the question. The question seems to be about a product that pays for itself in the customer's operations, like a software or equipment that yields savings. Here, the company buys debt, so the "customer" is the seller. But the question is about the company's own product paying for itself in the customer's operations. That doesn't fit well. Let's read the transcript carefully. Management talks about portfolio purchasing, collections, etc. They talk about the U.S. market supply, charge-off rates, etc. They do not mention any specific customer outcomes or realized results that drive purchasing. They talk about their own performance, not their customers' results. The question is about whether the company's product (debt purchasing) pays for itself in the customers' operations. That doesn't make sense. The customers are the banks selling the debt. The banks get cash, but that's not a "payoff" in the sense of the question. The question seems to be a generic template for companies that sell products with measurable ROI. Here, the company buys debt, so the "customer" is the seller. The company's value proposition to sellers is that they get cash quickly, but that's not a "payoff" that pays for itself. The question is likely not applicable. But we must answer based on the transcript. The transcript does not contain any mention of customers' realized results driving purchasing. Management talks about their own collections, their own returns, etc.

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NO Position doing the winning: current wins credited to a standing already held, with more arriving over it Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if management credits an already-held standing as the cause of current wins, and conveys that more business is arriving over that same standing without a proportional new push. Let's analyze the transcript. The company is Encore Capital Group, a debt buyer. They purchase portfolios of non-performing loans. Their "wins" are portfolio purchases (deploying capital) and collections. Key points from the call: - They deployed a record $237 million in the U.S. in Q1. - They attribute this to favorable market conditions: "Continued growth in U.S. portfolio supply, driven by both credit card lending growth and charge off rate at a 10-year high has led to very attractive pricing and returns." - They say: "As a result, we continue to allocate the vast majority of our capital to the U.S. market, deploying a record $237 million in the U.S. in the first quarter." - They mention their strategy: "Market Focus, concentrates our efforts on the markets where we can achieve the highest risk adjusted returns." - They talk about their collection operations: "After expanding MCM's internal collections capacity last year through the addition of approximately 500 account managers, we believe we are appropriately staffed to accommodate our higher recent purchase volumes." - They mention their funding structure: "Our unified global funding structure provides us with financial flexibility, diversified sources of financing, and extended maturities. It also underpins one of the best balance sheets in our industry with comparatively attractive leverage." - They say: "We believe our balance sheet provides us very competitive funding costs when compared to our peers." Now, the question: Does management credit an already-held standing (something durable built before this period) as the operative cause of current wins, and convey that more business is arriving over that same standing without a proportional new push? The "wins" here are portfolio purchases. The company is buying portfolios. The cause of these purchases is the market supply and pricing. They are not winning customers; they are buying assets. The "standing" could be their balance sheet, their funding structure, their collection capabilities, their market position as the largest player in the U.S. debt purchasing market. But the transcript says: "We are the largest player in the attractive U.S.

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NO The company is outgrowing its own explanations: management keeps telling investors the reported numbers are not the busi Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if management conveys that the reported results do not represent the current business - i.e., that the business is ahead of the reported period. Look for statements about current operations exceeding the reported numbers, or that the period is stale relative to present. In the transcript, management talks about strong Q1 performance, record U.S. purchases, etc. But they also talk about expecting continued growth, guidance for 2024. They mention that they are adding ERC, that the benefits of expanded headcount will increase over time. They say "2024 will be a turning point" - implying that the reported period (Q1) is not yet reflecting the full benefits. They say "we expect to see operating leverage" and "we are fully staffed up" - so the current capacity is there, but benefits are just beginning. Also: "we expect the benefits from expanding our operations headcount will increase over time" - so reported period has costs but benefits not yet fully realized. That is a classic "period carried costs of things whose benefits have only just begun" - management indicating that the reported numbers don't fully reflect the current business state. Additionally, they note record U.S. purchases - that will drive future collections, but they are not yet in the reported period. So there is a gap: the business is currently operating at a higher level (purchasing, staffing, etc.) than what the reported period shows. They also talk about "we continue to allocate the vast majority of our capital to the U.S." and that recent purchases will drive future collections. So management is pointing to what is already in motion. Also they mention that "the past several quarters of higher portfolio purchases, particularly in the U.S., has led to meaningful growth in collections" - but that growth is already showing in Q1? They said collections were up 10% vs prior year. But they also say that the benefits from recent purchases will increase over time. The key is whether management explicitly says the reported period is not representative of the current run rate. They say "2024 is off to a strong start" but also "we remain on track to deliver on our 2024 guidance" - which is future. They don't say "the reported quarter understates our current capabilities" but they do describe that they have increased capacity, that they have already issued bonds, etc.

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NO Compounding evidence: management cites customer behavior, not just customer numbers, as proof the offering is winning Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if management's case for the business is grounded in observed customer/counterparty behavior from the recent period, as described. The question asks: does management explain why the business is working and will keep growing by pointing to concrete behaviors of buyers/users/partners that reveal preference, and treat that as core proof with more ahead? Let's review the transcript. Management discusses strong portfolio purchasing in the U.S., record deployments, collections growth, etc. They talk about market supply, pricing, and their own actions. They mention that U.S. market supply is growing due to credit card lending growth and charge-off rates. They say "purchasing conditions in the U.S. market remain highly favorable, with continued strong growth in U.S. market supply and attractive pricing." They also mention that they are allocating capital to the U.S. because of higher returns. They talk about their own collections performance, cost structure, etc. But do they describe observed counterparty behavior? The counterparties here are the banks and credit card issuers selling portfolios. Management says "the most recent delinquency data supports our expectation that 2024 will be another year of record portfolio sales by U.S. banks and credit card issuers." That is an observation about the market, but is it a concrete behavior? They are seeing supply growth, which is a behavior of sellers. They also mention that they deployed a record $237 million in the U.S. at strong returns. That is their own action, not counterparty behavior. They talk about consumer payment behavior being stable. That is about consumers, but not necessarily about the buyers of their service. The question is about "customers or counterparties" - in this business, the customers are the debt sellers (banks) and also the consumers they collect from. But the core business is buying debt portfolios. The evidence of demand is the supply of portfolios and the pricing. Management says "U.S. market supply, driven by both credit card lending growth and charge off rate at a 10-year high has led to very attractive pricing and returns." That is an industry trend, not necessarily a specific observed behavior of counterparties in the recent period that shows they are choosing Encore specifically. They are buying portfolios, but the sellers are selling to many buyers.

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NO Room to run: management says the company can multiply inside demand it already holds, with no gate named Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if management conveys a coherent posture with both halves: (1) headroom is real, specific, and already owned; (2) management frames multiplication, not improvement. The growth story must be based on what the company already has access to, not external factors. Let's analyze the transcript. Management discusses strong U.S. portfolio purchasing, record deployments, collections growth, and a favorable market. They talk about allocating capital to the U.S. due to attractive returns. They mention expanding MCM's internal collections capacity by adding 500 account managers, and they believe they are appropriately staffed to accommodate higher purchase volumes. They expect benefits from newer account managers gaining experience. But is there any mention of headroom in terms of already-owned access? For example, do they say they are only lightly penetrating existing accounts? They talk about purchasing more portfolios, but that depends on market supply, which is external. They mention that U.S. supply is growing due to credit card lending and charge-offs, but that's market conditions, not something they already own. They also discuss their ERC of $8 billion, which represents future cash generation, but that's not headroom in the sense of existing capacity to grow beyond current plans. They talk about being the largest player in the U.S. debt purchasing market, but that doesn't imply they have untapped access. The question asks: does management convey that the company could become several times its current size WITHOUT needing anything outside its control to change? That would require describing a path through things they already have, like existing customers, accounts, sites, etc. Here, the growth is driven by purchasing more portfolios, which depends on market supply and pricing. They are not describing a situation where they already have access to more business than they currently take. They are describing a favorable market that allows them to buy more. That is external. Also, they mention that in Europe, they are being selective because pricing doesn't reflect higher funding costs. So they are not expanding there. The growth is in the U.S. due to market conditions. Management does not frame multiplication; they talk about growth in collections and purchasing, but not about being small relative to what they can already reach.

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NO Undersized for what it has already been handed Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if the transcript conveys that the company is presently too small for the business it already has, i.e., that real secured business is large relative to the company's current size, and the company is visibly growing into it now. Let's analyze the transcript. The company is Encore Capital Group, a debt purchasing and collections company. They buy portfolios of non-performing loans and collect on them. Key metrics: portfolio purchases, collections, ERC (estimated remaining collections), cash generation. Management discusses Q1 2024 results. They deployed record $237 million in U.S. in Q1. They have strong purchasing. They mention that they are fully staffed in MCM after adding 500 account managers last year. They say they have adequate capacity for the growth in purchasing. They expect operating leverage. Do they convey that the business is too large for the company? They talk about strong purchasing, but they don't say they are struggling to keep up. They say they are appropriately staffed. They mention that they have been building capacity. They say "we believe we are appropriately staffed to accommodate our higher recent purchase volumes." That suggests they have already grown into it. They also say "We expect the benefits from expanding our operations headcount will increase over time as these newer account managers gain experience." That suggests they are still ramping, but they are not overwhelmed. The question asks: Does management convey that the company is presently too small for the business it has already been given? That is, is there a situation where the company has secured more business than it can currently handle, and is racing to grow into it? The transcript does not indicate that. They are handling the business. They have record purchases, but they are managing. They don't describe strain or difficulty. They don't say they are turning away business or that they can't serve it. They say they are fully staffed. So it seems they are comfortable. Also, the business is collections on purchased portfolios. The "business" is the portfolios they buy. They buy them and then collect over time. The collections are growing. But they are not saying that the volume of collections is overwhelming them. They are adding staff, but they already added 500 last year and now feel appropriately staffed. Thus, the answer is NO.

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NO Ground-level proof points accumulating: management narrates several small, named, recent wins and treats them as the lea Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need answer YES/NO based on transcript. Need analyze if management's account rests on several small concrete ground-level wins individually named/described, and management connects them into broader still-early pattern. Transcript: Encore Capital Q1 2024. Management highlights: record U.S. deployments $237M, collections growth, etc. But are there specific ground-level episodes? They mention: "After expanding MCM's internal collections capacity last year through the addition of approximately 500 account managers" - that's a past action, not an episode in period? They mention "we issued $500 million of 2029 senior secured notes as a first-time issuer in the U.S." That's a specific event. Also "we plan to eventually use proceeds to redeem 2026 sterling notes" - plan. Also "we deployed a record $237 million in the U.S." - aggregate. "MCM collections $369M up 12%" - aggregate. "Cabot collections $141M up 6%" - aggregate. "Q1 collections $511M" - aggregate. "ERC $8.3B" - aggregate. "cash generation up 14%" - aggregate. "leverage ratio 2.8x" - aggregate. "issued $500M of 2029 senior secured notes" - that's a specific event, but is it a "ground-level win"? It's a financing transaction, not operational episode. Also "we added approximately 500 account managers" - that's a capacity expansion, but not a recent episode in Q1? It happened last year. "we are fully staffed" - not an episode. Need identify at least three distinct, named or individually identifiable episodes from recent period. The call mentions: 1) Issuance of $500M 2029 senior secured notes as first-time issuer in U.S. That's a concrete event. 2) "we issued $500 million of 2029 senior secured notes" - same. 3) "redeem our 2026 sterling senior secured notes at par in November 2024" - future plan, not happened. 4) "addition of approximately 500 account managers" - past, not in period. 5) "we deployed a record $237 million in the U.S." - aggregate, not an episode. 6) "MCM collections $369M" - aggregate. 7) "Cabot collections $141M" - aggregate. 8) "Q1 collections $511M" - aggregate. 9) "ERC $8.3B" - aggregate. 10) "cash generation up 14%" - aggregate. 11) "leverage ratio 2.8x" - aggregate. 12) "we had small adjustments to ERC totaling $13M" - aggregate. 13) "Q1 was another strong quarter of portfolio purchasing" - aggregate. 14) "we deployed a record $237 million in the U.S." - aggregate.

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NO Someone else's clock has started running against them: the company is being paid to solve a problem that is already cost Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if management describes that counterparties are already losing something real and ongoing for as long as they do not have what the company provides, and that this accumulating loss is already visible in how those parties are behaving toward the company today. The company is Encore Capital Group, a debt purchasing company. They buy portfolios of non-performing loans and collect on them. The counterparties here are the banks and credit card issuers that sell these portfolios. Management talks about U.S. market supply growing, charge-off rates at 10-year high, delinquencies rising, and strong pricing. They deploy record amounts in U.S. The question: Are the banks (sellers) losing something real and ongoing because they don't have what Encore provides? What does Encore provide? They purchase non-performing loans. Without Encore, banks would have to deal with these loans themselves, which is costly. The banks are facing rising charge-offs and delinquencies, which is a growing burden. They need to sell these portfolios to get capital and reduce risk. The "meter" is that banks are accumulating losses from these non-performing loans (unpaid debts) that they cannot resolve efficiently. They are under regulatory pressure and capital costs. Management says that supply is growing, and they are buying record amounts. But does management explicitly describe that the banks are currently losing money or incurring costs because they cannot sell these portfolios? Management talks about "portfolio supply" and "attractive pricing" but does not directly say "banks are losing money each day they hold these loans." They mention that charge-offs are at a 10-year high, but that is a macro condition, not necessarily a direct consequence of not having Encore. The counterparty's loss is from holding non-performing loans, but management doesn't frame it as a running meter that only stops when Encore buys. Management says "we are being selective" and "we continue to allocate capital" - they are buying. But is there any description of the sellers actively pressing for sales, accepting worse terms, etc.? Not really. They mention that pricing is attractive for them, meaning they can buy cheaply. That indicates that sellers are willing to sell at low prices, but that might be a sign of their urgency, but management doesn't frame it as the sellers' loss.

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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 Q1 2024 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2024 · 2024-05-08

We need to determine if management's account of the company's near-term trajectory is chiefly described by the plans/schedule/build-out of a large outside party that the company already supplies, serves, or works with, and that the ramp is large and mostly ahead. The transcript is about Encore Capital Group, a debt purchasing and collections company. They buy portfolios of non-performing loans from banks and credit card issuers. The key driver of their business is the supply of such portfolios from banks. In the call, management discusses U.S. market supply, charge-off rates, delinquencies, and how they are purchasing record amounts. They mention that U.S. market supply is growing due to credit card lending growth and charge-off rates at a 10-year high. They say "the most recent delinquency data supports our expectation that 2024 will be another year of record portfolio sales by U.S. banks and credit card issuers." They are allocating capital to the U.S. market. But is this a case where the company's near-term destiny is a levered claim on a much larger organization's own execution timetable? The outside parties are banks and credit card issuers who sell debt portfolios. The company buys these portfolios. The supply is driven by the banks' lending and charge-off behavior. However, is this a specific counterparty or a set of them? The transcript mentions "U.S. banks and credit card issuers" as a group, not a specific named counterparty. It's a broad market condition. The company is not describing a specific large customer's build-out or schedule. It's describing general market supply driven by macroeconomic factors (credit card lending, charge-offs). The company's own volume is governed by the pace at which banks charge off and sell debt, but that is not a single outside party's program; it's a market condition. Also, the company is not already contracted to buy a specific volume; it's purchasing opportunistically based on supply and pricing. The relationship is not a pre-established contract with a specific counterparty; it's a market where they bid on portfolios. So this does not fit the description of a company whose near-term destiny is a levered claim on a much larger organization's own execution timetable. The banks are not a single entity with a schedule; it's a broad market. Thus, the answer is NO. We need to answer only YES or NO.

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Showing the latest 18 of 231 archived research questions.

These archived questions are separate from the newer 500-check scan above.

Past calls

ECPG call history

Open a quarter only when you want its detailed evidence.

D Q4 2024 · Weak call · 2025-02-26Management held guidance steady against accelerating demand and expanding margins. The delivery was unusually candid, rich in specifics.
Guidance: maintainedDemand: acceleratingMargins: expandingBacklog: growingPricing: stableHeadcount: flat⚑ Critic ammunition⚑ Question left hanging✓ Resolves doubts⚑ Reads rehearsedHidden segmentDirection beats results
Candor 7/9
Specificity 8/9
Evasion 2/9
Confidence 7/9
Uncertainty 3/9
Promotion 4/9
Stress 4/9
Complexity 6/9
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?
NO 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?
YES 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?
A Q3 2024 · Exceptional call · 2024-11-07Management raised guidance against accelerating demand and expanding margins. The delivery was unusually candid, rich in specifics.
Guidance: raisedDemand: acceleratingMargins: expandingBacklog: growingPricing: stable✓ Clean call✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Volume step-up ahead⚑ Reads rehearsed
Candor 7/9
Specificity 9/9
Evasion 1/9
Confidence 8/9
Uncertainty 3/9
Promotion 4/9
Stress 2/9
Complexity 4/9
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?
NO 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?
NO Are high fixed costs currently underutilised?
YES 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?
YES Does the call read rehearsed rather than lived?
B+ Q2 2024 · Strong call · 2024-08-07Management raised guidance against accelerating demand and expanding margins. The delivery was unusually candid, rich in specifics, relaxed under questioning.
Guidance: raisedDemand: acceleratingMargins: expandingBacklog: growingPricing: stable⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts⚑ Reads rehearsed
Candor 7/9
Specificity 8/9
Evasion 2/9
Confidence 8/9
Uncertainty 3/9
Promotion 6/9
Stress 1/9
Complexity 5/9
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?
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?
YES Does the call read rehearsed rather than lived?
B Q1 2024 · Solid call · 2024-05-08Management held guidance steady against accelerating demand and expanding margins. The delivery was unusually candid, rich in specifics, relaxed under questioning.
Guidance: maintainedDemand: acceleratingMargins: expandingBacklog: growingPricing: stableHeadcount: flat⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts⚑ Reads rehearsed
Candor 7/9
Specificity 8/9
Evasion 2/9
Confidence 8/9
Uncertainty 2/9
Promotion 5/9
Stress 1/9
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?
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?
YES Does the call read rehearsed rather than lived?
B+ Q4 2023 · Strong call · 2024-02-23Management raised guidance against accelerating demand. The delivery was unusually candid, rich in specifics.
Guidance: raisedDemand: acceleratingBacklog: growingPricing: raisingHeadcount: mixed⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Volume step-up aheadDirection beats results
Candor 7/9
Specificity 8/9
Evasion 2/9
Confidence 8/9
Uncertainty 3/9
Promotion 6/9
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?
YES 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?
C Q3 2023 · Caution · 2023-11-01Management held guidance steady against accelerating demand. The delivery was unusually candid, rich in specifics, promotional in tone.
Guidance: maintainedDemand: acceleratingMargins: stableBacklog: growingPricing: raisingHeadcount: growingCapex: increasing⚑ Critic ammunition✓ Guidance underwritable✓ Volume step-up ahead⚑ Reads rehearsedDirection beats results
Candor 8/9
Specificity 9/9
Evasion 2/9
Confidence 8/9
Uncertainty 4/9
Promotion 7/9
Stress 3/9
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?
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?
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?
YES Does the call read rehearsed rather than lived?
D Q2 2023 · Weak call · 2023-08-02Management held guidance steady against accelerating demand. The delivery was rich in specifics, frequently evasive.
Guidance: maintainedDemand: acceleratingMargins: stableBacklog: growingPricing: under pressureCapex: increasing⚑ Critic ammunition✓ Skeptic reassured⚑ Question left hanging✓ Resolves doubts✓ Volume step-up ahead⚑ Reads rehearsed
Candor 6/9
Specificity 7/9
Evasion 6/9
Confidence 7/9
Uncertainty 4/9
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?
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?
YES 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?
YES Does the call read rehearsed rather than lived?
View 30 earlier calls
CallDateGradeGuidanceDemandMarginsCandorEvasion
Q1 2023 2023-05-03 C+ maintainedacceleratingcontracting 7/9 2/9
Q4 2022 2023-02-22 D maintainedacceleratingcontracting 7/9 5/9
Q3 2022 2022-11-05 C+ maintainedacceleratingcontracting 8/9 3/9
Q2 2022 2022-08-06 C+ maintainedacceleratingstable 7/9 3/9
Q1 2022 2022-05-06 B+ raisedstableexpanding 7/9 2/9
Q4 2021 2022-02-23 C+ noneacceleratingstable 7/9 3/9
Q3 2021 2021-11-03 B nonestablestable 7/9 2/9
Q2 2021 2021-08-06 C+ maintainedstablestable 7/9 4/9
Q1 2021 2021-05-10 B maintainedacceleratingexpanding 7/9 2/9
Q4 2020 2021-02-24 C+ noneslowingexpanding 7/9 3/9
Q3 2020 2020-11-02 B nonemixedexpanding 7/9 2/9
Q2 2020 2020-08-08 B+ nonestableexpanding 8/9 2/9
Q1 2020 2020-05-12 C loweredmixedexpanding 7/9 3/9
Q4 2019 2020-02-27 B+ raisedstableexpanding 7/9 3/9
Q3 2019 2019-11-06 C+ noneacceleratingexpanding 7/9 3/9
Q2 2019 2019-08-10 B maintainedacceleratingexpanding 7/9 2/9
Q1 2019 2019-05-13 C+ noneacceleratingexpanding 7/9 3/9
Q4 2018 2019-02-27 B noneacceleratingexpanding 7/9 3/9
Q3 2018 2018-11-11 B+ maintainedacceleratingstable 7/9 3/9
Q2 2018 2018-08-08 B+ maintainedacceleratingexpanding 7/9 3/9
Q1 2018 2018-05-08 A raisedacceleratingexpanding 7/9 2/9
Q4 2017 2018-02-21 C+ maintainedacceleratingstable 7/9 4/9
Q3 2017 2017-11-02 C+ maintainedacceleratingexpanding 7/9 4/9
Q2 2017 2017-08-04 C+ noneacceleratingcontracting 7/9 3/9
Q1 2017 2017-05-07 A maintainedacceleratingexpanding 8/9 1/9
Q4 2016 2017-02-23 C maintainedacceleratingcontracting 7/9 5/9
Q3 2016 2016-11-09 C maintainedacceleratingcontracting 7/9 2/9
Q2 2016 2016-08-07 D nonemixedexpanding 7/9 5/9
Q1 2016 2016-05-10 B+ maintainedstableexpanding 8/9 1/9
Q4 2015 2016-02-24 C nonestablecontracting 7/9 3/9
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