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VAC · Earnings-call lab · 40 calls graded · 2016–2026

Marriott Vacations Worldwide Corporation

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
40calls analyzed
2016–2026coverage
NEWESTQ2 2026 call
2026-08-13 · 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
2025-05-08 · 5 analysts · 10 questions · 500 / 500 checks
Free · full reportThe quarter before the newest
C
Call grade · Better than 26% of 177,437 calls
Caution. Management lowered guidance against mixed demand signals. The delivery was unusually candid, rich in specifics.
Management toneResultTypical range · middle half of all callsFlag
Candor7 /9
—
Evasion2 /9
—
Specificity8 /9
—
Confidence6 /9
L
Uncertainty4 /9
—
Promotion4 /9
—
Stress3 /9
—
Complexity5 /9
—
Since the quarter before · Q4 2024 → Q1 2025
Guidance maintainedloweredDemand mixedMargins contractingstablePricing stableunder pressureBacklog growingstableCapex increasingflat⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts
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?
ScreenersGuidance LoweredHigh CandorSkeptic ReassuredCritic AmmunitionPricing Under Pressure
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.

4 flags on this call
LanguageResultTypical range · middle half of all callsFlag
AI mentionsTimes management said AI, generative, LLM or agentic.1 mentions
typical 0–0
H
"Great question"Management praising a question before answering it.0 times
typical 0–1
—
Thank-yousEvery thanks on the call, in both directions.28 times
typical 13–31
—
BuzzwordsSynergies, headwinds, flywheels, best-in-class and friends.1.4 /1k words
typical 0.6–1.8
—
HedgesSort of, kind of, roughly, I think, probably.6.2 /1k words
typical 5.5–10.5
—
SuperlativesRecord, unprecedented, tremendous, incredible.0.3 /1k words
typical 0.3–1.2
—
Outside forcesMacro, weather, currency, tariffs, supply chain.3 mentions
typical 1–9
—
Stonewalls"Not going to comment", "we don't break that out".0 times
typical 0–0
—
NumbersFigures per thousand words of management speech. Low means vague.22.4 /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.45% % of call
typical 35%–55%
—
CEO shareHow much of the talking the CEO did.6% % of mgmt words
typical 29%–68%
L
Longest answerThe longest single management answer in the Q&A.173 words
typical 249–461
—
Reading levelFlesch–Kincaid grade level of management answers.7.3 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.19 of 49
typical 16–30
—
DodgingQuestions declined, deferred or answered with a different question.6 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.0 of 11
typical 2–8
—
Analyst pushbackHow hard the analysts pressed: follow-ups, two-part questions, challenges.6 of 22
typical 5–10
—
ConfessionAdmissions, apologies and self-corrections.2 of 11
typical 1–5
—
Call theaterStage management: operator mechanics, scripted cues, "color".21 of 33
typical 12–19
H
Capital returns talkAttention paid to buybacks, dividends, M&A and the balance sheet.6 of 7
typical 1–5
H
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
216detected
284not 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
NO Does anyone compare the company to an unnamed "competitor" or "peer" rather than naming it? Activist · seen in 63.3% of calls
How to read this NO

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

Transcript-only check Detected in 63.3% of calls 83% repeat consistency
NO Does anyone use "historically" or "traditionally" while defending a current practice? Activist · seen in 28.6% of calls
How to read this NO

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

Transcript-only check Detected in 28.6% of calls 83.7% repeat consistency
NO Is a departure, transition, or role change mentioned only in passing without a thank-you or tribute? Activist · seen in 10% of calls
How to read this NO

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

Transcript-only check Detected in 10% of calls 91% repeat consistency
NO Does anyone reference a private conversation ("as I told...", "as we discussed offline")? Activist · seen in 18% of calls
How to read this NO

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

Transcript-only check Detected in 18% of calls 85% repeat consistency
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
YES Does the CEO answer a question personally after another executive initially responds? Air Traffic · seen in 58% 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% 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
NO Does any analyst say "congrats" or "congratulations" to management? Air Traffic · seen in 35.8% of calls
How to read this NO

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

Transcript-only check Detected in 35.8% of calls 99.7% repeat consistency
NO Is the word "scale" or "scaling" used as a verb? Air Traffic · seen in 22.7% of calls
How to read this NO

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

Transcript-only check Detected in 22.7% of calls 97.7% repeat consistency
NO Does an analyst ask a question beginning with a number ("two questions", "three quick ones")? Air Traffic · seen in 32.8% of calls
How to read this NO

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

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

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

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

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

Transcript-only check Detected in 43.9% of calls 87.6% repeat consistency
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
NO Does any speaker apologize without attaching a fix to the apology? Anthropologist · seen in 21.2% of calls
How to read this NO

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

Transcript-only check Detected in 21.2% of calls 85.3% repeat consistency
NO Does the call end without any closing statement from the CEO? Anthropologist · seen in 24.4% of calls
How to read this NO

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

Transcript-only check Detected in 24.4% of calls 93% repeat consistency
NO Is there a request to move the call along or to the last question? Bankruptcy · seen in 20% of calls
How to read this NO

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

Transcript-only check Detected in 20% of calls 86.3% repeat consistency
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
NO Does any question include the word "color"? Clinical Trial · seen in 59.8% of calls
How to read this NO

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

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

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

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
YES Does the operator use the phrase "our final question" before closing? Compliance · seen in 12.9% 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 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
YES Does anyone on the call interrupt a colleague mid-sentence? Couples · seen in 13.4% 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 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
YES Does the word "growth" appear at least ten times? Courtroom · seen in 69.4% 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 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
YES Does an executive use the phrase "we're seeing" at least twice? Courtroom · seen in 53.4% 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 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
YES Does management use the word "confident" or "confidence" at least twice? Courtroom · seen in 53.4% 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 53.4% of calls 96.3% repeat consistency
NO Does the phrase "record" appear at least twice in the transcript? Courtroom · seen in 34.9% of calls
How to read this NO

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

Transcript-only check Detected in 34.9% of calls 93.3% repeat consistency
YES Does the word "team" appear at least twice? Courtroom · seen in 72% 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% of calls 93.9% repeat consistency
NO Does management promise to follow up or take a question offline? Courtroom · seen in 18.2% of calls
How to read this NO

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

Transcript-only check Detected in 18.2% of calls 85.5% repeat consistency
NO Does any speaker say "we're excited about" or "we're pleased with"? Courtroom · seen in 62% of calls
How to read this NO

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

Transcript-only check Detected in 62% of calls 82.3% repeat consistency
NO Do two or more analysts from the same firm ask questions? Courtroom · seen in 11.5% of calls
How to read this NO

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

Transcript-only check Detected in 11.5% of calls 96.3% repeat consistency
YES Does anyone use the phrase "moving forward" or "go forward"? Courtroom · seen in 40.7% 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 40.7% of calls 85.5% repeat consistency
YES Does management mention a specific number of stores, locations, or markets? Courtroom · seen in 48% 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 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
NO Does an executive use the phrase "we believe"? Courtroom · seen in 83.6% of calls
How to read this NO

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

Transcript-only check Detected in 83.6% of calls 94.9% repeat consistency
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
YES 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 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 89.6% repeat consistency
YES Does the CFO speak during the Q&A portion at least twice? Debate · seen in 80.6% 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 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
YES Does any analyst ask a question beginning with "just" (e.g., "just curious")? Debate · seen in 77.8% 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 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
YES Does any question begin with the words "can you" or "could you"? Debate · 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 86.2% 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
NO Does the phrase "color" appear (e.g., "add some color") in the transcript? Debate · seen in 75.2% of calls
How to read this NO

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

Transcript-only check Detected in 75.2% of calls 98.6% repeat consistency
NO Does the word "guidance" appear at least five times in the transcript? Debate · seen in 47.3% of calls
How to read this NO

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

Transcript-only check Detected in 47.3% of calls 93.3% repeat consistency
NO Does any question contain the word "why"? Debate · seen in 36.3% of calls
How to read this NO

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

Transcript-only check Detected in 36.3% of calls 96.9% repeat consistency
NO Does any speaker say "I think" at least three times within a single answer? Debate · seen in 65.8% of calls
How to read this NO

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

Transcript-only check Detected in 65.8% of calls 93% repeat consistency
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
NO Does any executive say "let me" at least once? Debate · seen in 66.1% of calls
How to read this NO

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

Transcript-only check Detected in 66.1% of calls 94.5% repeat consistency
NO Does any question contain the word "specifically"? Debate · seen in 28.6% of calls
How to read this NO

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

Transcript-only check Detected in 28.6% of calls 90% repeat consistency
NO Does management use the word "momentum" at least twice? Debate · seen in 31.7% of calls
How to read this NO

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

Transcript-only check Detected in 31.7% of calls 96.6% repeat consistency
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
NO Does the word "seasonality" appear? Debate · seen in 27.1% of calls
How to read this NO

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

Transcript-only check Detected in 27.1% of calls 99.7% repeat consistency
NO Does anyone use the word "robust" to describe demand, growth, or the pipeline? Debate · seen in 33% of calls
How to read this NO

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

Transcript-only check Detected in 33% of calls 94% repeat consistency
YES Does anyone use the word "leverage" as a verb at least once? Debate · seen in 48.9% 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 48.9% of calls 97.3% repeat consistency
YES Does any executive use the word "team" when referring to employees? Debate · seen in 80.8% 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 80.8% of calls 95.2% repeat consistency
NO Does any executive say "that said" or "having said that" to introduce a caveat? Debate · seen in 29.3% of calls
How to read this NO

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

Transcript-only check Detected in 29.3% of calls 95.3% repeat consistency
NO Does an analyst's question include the phrase "going forward"? Debate · seen in 20.6% of calls
How to read this NO

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

Transcript-only check Detected in 20.6% of calls 83.5% repeat consistency
NO Does an executive say "great question" at any point? Debate · seen in 20.2% of calls
How to read this NO

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

Transcript-only check Detected in 20.2% of calls 99.7% repeat consistency
NO Does anyone say "we remain confident" or "we are confident"? Debate · seen in 42.2% of calls
How to read this NO

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

Transcript-only check Detected in 42.2% of calls 93% repeat consistency
NO Does any executive say "thank you" immediately after finishing an answer? Debate · seen in 47.4% of calls
How to read this NO

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

Transcript-only check Detected in 47.4% of calls 85.2% repeat consistency
NO Does an executive cite a specific dollar figure greater than one billion? Discovery · seen in 71% of calls
How to read this NO

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

Transcript-only check Detected in 71% of calls 97.6% repeat consistency
YES Does any analyst's question contain the word "curious"? Discovery · seen in 57.5% 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 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
NO Does any analyst ask about a specific geographic region or market? Discovery · seen in 70.6% of calls
How to read this NO

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

Transcript-only check Detected in 70.6% of calls 91.4% repeat consistency
NO Does any analyst ask a question that includes the phrase "long term" or "long-term"? Discovery · seen in 34.7% of calls
How to read this NO

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

Transcript-only check Detected in 34.7% of calls 82.5% repeat consistency
NO Does the word "margin" or "margins" appear at least five times? Discovery · seen in 63.4% of calls
How to read this NO

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

Transcript-only check Detected in 63.4% of calls 94.3% repeat consistency
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
YES Does the CFO use the phrase "free cash flow" at least once? Discovery · seen in 34.4% 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 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
YES 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 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 86.2% repeat consistency
NO Does the phrase "take your question" or "take the question" appear? Discovery · seen in 23.7% of calls
How to read this NO

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

Transcript-only check Detected in 23.7% of calls 81.5% repeat consistency
NO Does any analyst introduce themselves by name before asking their first question? Discovery · seen in 27.2% of calls
How to read this NO

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

Transcript-only check Detected in 27.2% of calls 95.5% repeat consistency
YES Does anyone say "including" at least three times? Discovery · 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 85.6% repeat consistency
YES Does management reference "the macro environment" or "macroeconomic" at least once? Discovery · seen in 25.5% 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 25.5% of calls 97.6% repeat consistency
YES Does any executive reference "our team" or "the team" at least twice? Discovery · seen in 59.5% 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 59.5% of calls 88.7% repeat consistency
NO Does the operator announce more than one analyst from the same firm? Discovery · seen in 15% of calls
How to read this NO

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

Transcript-only check Detected in 15% of calls 98.3% repeat consistency
NO Does any prepared remark mention "headwinds" or "tailwinds"? Discovery · seen in 33.1% of calls
How to read this NO

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

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

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

Transcript-only check Detected in 20.3% of calls 95.3% repeat consistency
NO Does management use the word "headwind" or "headwinds"? Editor · seen in 42.1% of calls
How to read this NO

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

Transcript-only check Detected in 42.1% of calls 97.6% repeat consistency
NO Does any speaker use the word "tailwind" or "tailwinds"? Editor · seen in 27.3% of calls
How to read this NO

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

Transcript-only check Detected in 27.3% of calls 99.7% repeat consistency
NO Does any speaker use the word "momentum"? Editor · seen in 52.8% of calls
How to read this NO

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

Transcript-only check Detected in 52.8% of calls 98.7% repeat consistency
YES Does the word "investments" appear in the context of margins or costs? Editor · seen in 40.8% 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 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
YES Does the CEO's prepared remarks mention "macro" or "macroeconomic"? Editor · seen in 19.5% 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 19.5% of calls 98.3% repeat consistency
NO Does anyone use the phrase "the vast majority"? Editor · seen in 16.3% of calls
How to read this NO

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

Transcript-only check Detected in 16.3% of calls 99.7% repeat consistency
NO Does the word "temporary" or "transitory" appear? Editor · seen in 18.6% of calls
How to read this NO

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

Transcript-only check Detected in 18.6% of calls 97.3% repeat consistency
NO Is an analyst's question answered with "great question" or similar? Editor · seen in 28.9% of calls
How to read this NO

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

Transcript-only check Detected in 28.9% of calls 88.6% repeat consistency
YES Is there a questioner from an investment bank other than the first three analysts who ask questions? Fact Checker · seen in 80.1% of calls
How to read this YES

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

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

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

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
YES A single question receives answers from two different executives. Forensic · seen in 83.4% 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 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
YES Does any executive defer a question to another executive by name? Forensic · seen in 61.6% 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 61.6% of calls 95.3% repeat consistency
YES Someone uses the word "honestly," "frankly," or "to be clear." Forensic · seen in 44.9% 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 44.9% of calls 96% repeat consistency
NO Does anyone use the word "ecosystem" or "platform" without a number attached? Forensic · seen in 60.6% of calls
How to read this NO

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

Transcript-only check Detected in 60.6% of calls 98.7% repeat consistency
NO Does the transcript contain the word "certainly" three or more times? Forensic · seen in 34.5% of calls
How to read this NO

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

Transcript-only check Detected in 34.5% of calls 93% repeat consistency
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
NO The transcript contains an apology unrelated to financial results. Forensic · seen in 39.5% of calls
How to read this NO

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

Transcript-only check Detected in 39.5% of calls 86% repeat consistency
NO The word "challenge" is spoken more often than "opportunity." Forensic · seen in 14.7% of calls
How to read this NO

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

Transcript-only check Detected in 14.7% of calls 93% repeat consistency
NO Does the word "seasonality" or "seasonal" appear? Forensic · seen in 44.7% of calls
How to read this NO

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

Transcript-only check Detected in 44.7% of calls 99.3% repeat consistency
NO The phrase "as you know" appears at least twice. Forensic · seen in 27.8% of calls
How to read this NO

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

Transcript-only check Detected in 27.8% of calls 89% repeat consistency
NO Does any speaker use the word "challenge" or "challenges" at least three times? Forensic · seen in 18.3% of calls
How to read this NO

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

Transcript-only check Detected in 18.3% of calls 86% repeat consistency
NO Does anyone mention "weather" as a factor affecting results? Forensic · seen in 19.1% of calls
How to read this NO

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

Transcript-only check Detected in 19.1% of calls 95.7% repeat consistency
NO Does an executive say "thank you" to the analyst before answering a question? Forensic · seen in 46.7% of calls
How to read this NO

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

Transcript-only check Detected in 46.7% of calls 81.9% repeat consistency
NO Does any speaker say "great question" or similar praise of a question? Forensic · seen in 37.4% of calls
How to read this NO

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

Transcript-only check Detected in 37.4% of calls 96.3% repeat consistency
NO The final question is answered noticeably shorter than the opening ones. Forensic · seen in 37.3% of calls
How to read this NO

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

Transcript-only check Detected in 37.3% of calls 81% repeat consistency
YES Does anyone say "we remain" followed by a verb (e.g., "we remain committed")? Forensic · 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 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
YES Does the operator say "our final question" or similar? Hostage · seen in 18.1% 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 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
YES Does the word "leverage" appear as a verb at least twice? Hostage · 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 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
YES 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 YES

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

Transcript-only check Detected in 52.3% of calls 80.4% repeat consistency
NO Are the CEO's prepared remarks longer than the CFO's, judged by speaker turns on the transcript page? Insurance · seen in 68.2% of calls
How to read this NO

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

Transcript-only check Detected in 68.2% of calls 84.5% repeat consistency
NO Does management say "we are not going to comment on" or equivalent refusal language? Insurance · seen in 40.6% of calls
How to read this NO

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

Transcript-only check Detected in 40.6% of calls 83.3% repeat consistency
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
YES Does the CFO's prepared section exceed the CEO's in number of paragraphs? Insurance · seen in 38% 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% 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
NO Does an analyst begin with a compliment, such as "great quarter" or "congrats"? Insurance · seen in 41.4% of calls
How to read this NO

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

Transcript-only check Detected in 41.4% of calls 93.9% repeat consistency
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
NO Does the word "capital" appear at least five times? Insurance · seen in 53.8% of calls
How to read this NO

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

Transcript-only check Detected in 53.8% of calls 93.3% repeat consistency
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
YES 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 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 87% repeat consistency
NO Does anyone say "we are pleased" or "we're excited"? Insurance · seen in 75% of calls
How to read this NO

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

Transcript-only check Detected in 75% of calls 94.3% repeat consistency
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
YES Is the word "automation" or "productivity" used at least once? Insurance · seen in 37.9% 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 37.9% of calls 99% repeat consistency
NO Does the word "uncertainty" or "uncertainties" appear at least twice? Insurance · seen in 37.8% of calls
How to read this NO

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

Transcript-only check Detected in 37.8% of calls 95% repeat consistency
YES Does the phrase "year over year" appear at least three times? Insurance · 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 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
YES Is the phrase "a number of" used at least once? Insurance · 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 94.6% repeat consistency
NO Does anyone use the phrase "best-in-class" or "industry-leading"? Insurance · seen in 27.3% of calls
How to read this NO

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

Transcript-only check Detected in 27.3% of calls 100% repeat consistency
NO Does the word "momentum" appear at least twice in prepared remarks? Insurance · seen in 21.7% of calls
How to read this NO

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

Transcript-only check Detected in 21.7% of calls 94.3% repeat consistency
NO Is the phrase "on a constant currency basis" or similar currency adjustment used? Insurance · seen in 20.6% of calls
How to read this NO

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

Transcript-only check Detected in 20.6% of calls 97% repeat consistency
NO Does an analyst's question include the phrase "just to clarify"? Insurance · seen in 10.1% of calls
How to read this NO

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

Transcript-only check Detected in 10.1% of calls 94.3% repeat consistency
NO Does the phrase "the team" appear at least twice in management remarks? Insurance · seen in 41.2% of calls
How to read this NO

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

Transcript-only check Detected in 41.2% of calls 80.5% repeat consistency
NO Does any speaker say "so clearly" or "quite frankly"? Insurance · seen in 18% of calls
How to read this NO

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

Transcript-only check Detected in 18% of calls 90.2% repeat consistency
NO Does management use the phrase "we believe" at least three times? Insurance · seen in 54% of calls
How to read this NO

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

Transcript-only check Detected in 54% of calls 92.3% repeat consistency
NO Speaker says "we don't guide" on anything. Insurance · seen in 16.5% of calls
How to read this NO

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

Transcript-only check Detected in 16.5% of calls 91.7% repeat consistency
NO Does the CFO use the word "quarter" at least ten times? Insurance · seen in 74.6% of calls
How to read this NO

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

Transcript-only check Detected in 74.6% of calls 90.7% repeat consistency
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
NO Does any speaker use the phrase "going forward"? Insurance · seen in 61.4% of calls
How to read this NO

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

Transcript-only check Detected in 61.4% of calls 88% repeat consistency
NO Does management use the phrase "going forward" at least twice? Insurance · seen in 24.9% of calls
How to read this NO

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

Transcript-only check Detected in 24.9% of calls 84.2% repeat consistency
NO Does anyone say "stability" or "stable" when describing demand? Insurance · seen in 23.6% of calls
How to read this NO

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

Transcript-only check Detected in 23.6% of calls 89.6% repeat consistency
NO Word "normal" used about demand. Insurance · seen in 29.3% of calls
How to read this NO

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

Transcript-only check Detected in 29.3% of calls 86.3% repeat consistency
NO Does an executive say "stay tuned" or "more to come"? Insurance · seen in 11.7% of calls
How to read this NO

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

Transcript-only check Detected in 11.7% of calls 99% repeat consistency
YES 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 YES

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

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
NO Does the word "volatility" appear? Insurance · seen in 28.6% of calls
How to read this NO

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

Transcript-only check Detected in 28.6% of calls 99.3% repeat consistency
NO Executive mentions a hobby or personal anecdote. Insurance · seen in 16.7% of calls
How to read this NO

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

Transcript-only check Detected in 16.7% of calls 88% repeat consistency
YES Does the word "pipeline" appear without a dollar figure attached? Insurance · seen in 55.3% 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 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
YES Does the phrase "our team" appear at least twice? Insurance · seen in 32.9% 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 32.9% of calls 85.5% repeat consistency
NO Does an executive say "great question" or "good question" at least twice? Insurance · seen in 15% of calls
How to read this NO

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

Transcript-only check Detected in 15% of calls 97% repeat consistency
NO Does any speaker say "we remain" followed by an adjective? Insurance · seen in 53.5% of calls
How to read this NO

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

Transcript-only check Detected in 53.5% of calls 93.3% repeat consistency
NO Does management thank analysts by name when responding? Insurance · seen in 52.9% of calls
How to read this NO

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

Transcript-only check Detected in 52.9% of calls 83.5% repeat consistency
NO Is the word "flexibility" or "flexible" used at least once? Insurance · seen in 44.4% of calls
How to read this NO

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

Transcript-only check Detected in 44.4% of calls 99.7% repeat consistency
NO Does anyone say "takeaway," "take out," or "take rate"? Insurance · seen in 17.8% of calls
How to read this NO

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

Transcript-only check Detected in 17.8% of calls 95% repeat consistency
NO Analyst compliments the team before asking a question. Insurance · seen in 17.4% of calls
How to read this NO

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

Transcript-only check Detected in 17.4% of calls 80.3% repeat consistency
YES 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 YES

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

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
YES Does anyone say "obviously" at least three times? Interrogator · seen in 43.3% 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 43.3% of calls 86.9% repeat consistency
YES Does anyone use the word "pipeline" at least twice? Interrogator · 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 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
YES Does an analyst ask a question starting with "just"? Linguist · seen in 72.9% 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 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
YES Does any executive use the phrase "year over year" at least three times? Linguist · 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 91.8% repeat consistency
NO Does an executive cite a conversation with a customer, partner, or employee as evidence? Military · seen in 53% of calls
How to read this NO

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

Transcript-only check Detected in 53% of calls 84.3% repeat consistency
NO Does any question go to a named executive other than the CEO or CFO? Military · seen in 32.5% of calls
How to read this NO

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

Transcript-only check Detected in 32.5% of calls 85.7% repeat consistency
NO Does an executive say "to be clear" or "let me be clear"? Military · seen in 13.8% of calls
How to read this NO

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

Transcript-only check Detected in 13.8% of calls 96% repeat consistency
NO Does anyone mention a competitor by name without being prompted? Military · seen in 17% of calls
How to read this NO

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

Transcript-only check Detected in 17% of calls 91.7% repeat consistency
NO Is there a question that management declines to answer directly, citing timing or disclosure constraints? Negotiation · seen in 71.2% of calls
How to read this NO

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

Transcript-only check Detected in 71.2% of calls 88% repeat consistency
YES Does any question explicitly reference the company's prior guidance or outlook? Negotiation · seen in 80% 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% 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
YES Does the CFO handle a strategic question instead of a financial one? Negotiation · seen in 58.9% 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 58.9% of calls 86.3% repeat consistency
NO Does an analyst flatter management within their first sentence of speaking? Negotiation · seen in 46.6% of calls
How to read this NO

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

Transcript-only check Detected in 46.6% of calls 90.7% repeat consistency
NO Does an analyst ask two questions when told to ask only one? Negotiation · seen in 15.2% of calls
How to read this NO

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

Transcript-only check Detected in 15.2% of calls 88.3% repeat consistency
NO Does anyone use the phrase "underlying" to modify a business metric? Negotiation · seen in 38.3% of calls
How to read this NO

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

Transcript-only check Detected in 38.3% of calls 94.7% repeat consistency
NO Does anyone say "excited" or "pleased" at least twice in the transcript? Negotiation · seen in 70.6% of calls
How to read this NO

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

Transcript-only check Detected in 70.6% of calls 97% repeat consistency
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
NO Does the transcript contain the word "record" preceding a noun (e.g., "record margin")? Negotiation · seen in 40.6% of calls
How to read this NO

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

Transcript-only check Detected in 40.6% of calls 97.3% repeat consistency
NO Does an executive answer a question by citing a competitor's actions? Negotiation · seen in 36.3% of calls
How to read this NO

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

Transcript-only check Detected in 36.3% of calls 88% repeat consistency
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
NO Is there a pause or silence acknowledged on the call ("I think we lost you")? Negotiation · seen in 19.2% of calls
How to read this NO

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

Transcript-only check Detected in 19.2% of calls 87.7% repeat consistency
NO Does an executive name a specific competitor during the call? Negotiation · seen in 24.5% of calls
How to read this NO

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

Transcript-only check Detected in 24.5% of calls 90.7% repeat consistency
NO Does the word "challenges" appear at least three times in the transcript? Negotiation · seen in 12.3% of calls
How to read this NO

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

Transcript-only check Detected in 12.3% of calls 93.3% repeat consistency
NO Does anyone say "we don't break that out" in response to a question? Negotiation · seen in 10.7% of calls
How to read this NO

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

Transcript-only check Detected in 10.7% of calls 94.3% repeat consistency
NO Does anyone describe a metric as "noisy" or "lumpy"? Negotiation · seen in 15.6% of calls
How to read this NO

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

Transcript-only check Detected in 15.6% of calls 95.7% repeat consistency
NO Does an executive mention a specific number of percentage points when discussing market share? Negotiation · seen in 14.7% of calls
How to read this NO

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

Transcript-only check Detected in 14.7% of calls 96.7% repeat consistency
NO Does a speaker correct a figure they themselves just stated? Negotiation · seen in 23.8% of calls
How to read this NO

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

Transcript-only check Detected in 23.8% of calls 84% repeat consistency
NO Does the CEO refer to a competitor by name rather than "competition" or "peers"? Negotiation · seen in 18.8% of calls
How to read this NO

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

Transcript-only check Detected in 18.8% of calls 91.3% repeat consistency
NO Does the CEO mention their own tenure or years of experience unprompted? Negotiation · seen in 19.9% of calls
How to read this NO

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

Transcript-only check Detected in 19.9% of calls 97% repeat consistency
YES Does anyone use the phrase "the team" when taking ownership would be natural? Poker · seen in 42.5% 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 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
YES Does anyone use the phrase "a little bit"? Private Credit · 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 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
YES Does the word "dividend" appear? Private Credit · seen in 45.5% 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 45.5% of calls 98.7% repeat consistency
YES Is the word "invest" or "investment" used more than twice? Private Credit · 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 95.3% repeat consistency
YES Does the word "invest" or "investment" appear at least twice? Private Credit · seen in 85.8% 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 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
YES Does the word "challenge" or "challenging" appear at least once? Private Credit · seen in 68.6% 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 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
YES Does the phrase "year over year" appear? Private Credit · seen in 72.9% 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 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
YES Does anyone mention selling assets, real estate, or equipment to raise cash? Private Credit · seen in 24.2% 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 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
YES Is the word "capacity" mentioned? Private Credit · seen in 55.7% 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 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
YES 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 YES

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

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
YES Does anyone mention covenants, amendments to loan documents, or lender conversations? Private Credit · seen in 11.6% 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 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
NO Does an analyst's turn contain the word "congratulations"? Procurement · seen in 20.2% of calls
How to read this NO

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

Transcript-only check Detected in 20.2% of calls 97.6% repeat consistency
NO Does any analyst ask a question containing "how" and also "why"? Procurement · seen in 11.3% of calls
How to read this NO

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

Transcript-only check Detected in 11.3% of calls 94.5% repeat consistency
NO Does any executive say "as we mentioned" or "as I mentioned" at least once? Procurement · seen in 66.3% of calls
How to read this NO

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

Transcript-only check Detected in 66.3% of calls 89.7% repeat consistency
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
NO Does any speaker use the phrase "tailwind" or "tailwinds"? Project · seen in 27.3% of calls
How to read this NO

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

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

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

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
NO Does the word "opportunity" or "opportunities" appear more than three times? Screenwriter · seen in 66.5% of calls
How to read this NO

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

Transcript-only check Detected in 66.5% of calls 93.3% repeat consistency
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
YES Does the word "challenging" appear? Screenwriter · seen in 41.6% 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 41.6% of calls 98.3% repeat consistency
NO Does the word "certainly" appear at least once in management's answers? Screenwriter · seen in 59.3% of calls
How to read this NO

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

Transcript-only check Detected in 59.3% of calls 95.9% repeat consistency
NO Does any analyst ask a personal, warm, or congratulatory question? Screenwriter · seen in 49.4% of calls
How to read this NO

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

Transcript-only check Detected in 49.4% of calls 92.3% repeat consistency
NO Does the phrase "capital" appear at least five times? Screenwriter · seen in 50.3% of calls
How to read this NO

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

Transcript-only check Detected in 50.3% of calls 92.1% repeat consistency
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
YES 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 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 89.3% repeat consistency
NO Is the word "headwinds" or "tailwinds" used? Screenwriter · seen in 41.8% of calls
How to read this NO

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

Transcript-only check Detected in 41.8% of calls 97.3% repeat consistency
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
YES Is the word "confidence" or "confident" spoken by any executive? Screenwriter · 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 97.7% repeat consistency
NO Does anyone use the phrase "call it" or "let's call it" before an estimate? Screenwriter · seen in 24.7% of calls
How to read this NO

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

Transcript-only check Detected in 24.7% of calls 96.7% repeat consistency
NO Does the phrase "going forward" appear? Screenwriter · seen in 62.9% of calls
How to read this NO

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

Transcript-only check Detected in 62.9% of calls 87.6% repeat consistency
NO Does anyone say "coming back" or "circling back" to take a follow-up? Screenwriter · seen in 11% of calls
How to read this NO

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

Transcript-only check Detected in 11% of calls 94.3% repeat consistency
NO Does the word "inflation" appear at least twice? Screenwriter · seen in 25.3% of calls
How to read this NO

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

Transcript-only check Detected in 25.3% of calls 97.3% repeat consistency
NO Does any executive say "we believe" at least twice? Screenwriter · seen in 65.8% of calls
How to read this NO

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

Transcript-only check Detected in 65.8% of calls 92.8% repeat consistency
NO Does management use the phrase "going forward"? Screenwriter · seen in 56.2% of calls
How to read this NO

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

Transcript-only check Detected in 56.2% of calls 85.6% repeat consistency
NO Does anyone use the word "robust"? Screenwriter · seen in 46% of calls
How to read this NO

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

Transcript-only check Detected in 46% of calls 99% repeat consistency
YES Does any speaker use the phrase "if you will" or "so to speak"? Screenwriter · seen in 23.2% 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 23.2% of calls 97.7% repeat consistency
YES Does any speaker say "appreciate" at least once? Screenwriter · seen in 63.9% 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 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
YES Does any executive use the phrase "our team"? Screenwriter · seen in 50.8% 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 50.8% of calls 88.7% repeat consistency
NO Does the transcript contain a silence, pause, or "we'll come back to that" that never resolves? Screenwriter · seen in 15.8% of calls
How to read this NO

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

Transcript-only check Detected in 15.8% of calls 85.7% repeat consistency
NO Does anyone describe a customer, employee, or competitor as a named character with a motive? Screenwriter · seen in 11.4% of calls
How to read this NO

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

Transcript-only check Detected in 11.4% of calls 87.3% repeat consistency
NO Does any executive say "we're pleased" or "I'm pleased"? Screenwriter · seen in 68.3% of calls
How to read this NO

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

Transcript-only check Detected in 68.3% of calls 92.8% repeat consistency
NO Is there a moment of modesty—someone crediting luck or timing? Screenwriter · seen in 12.5% of calls
How to read this NO

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

Transcript-only check Detected in 12.5% of calls 92.3% repeat consistency
YES Does anyone use the phrase "on a year-over-year basis"? Screenwriter · seen in 18.9% 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 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
YES Does any speaker say "just" five or more times? Semiotician · 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 82.2% repeat consistency
YES Does any question begin with "Can you" or "Could you"? Semiotician · 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 85.2% repeat consistency
NO Does the word "quick" or "quickly" appear in three or more analyst questions? Semiotician · seen in 13.2% of calls
How to read this NO

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

Transcript-only check Detected in 13.2% of calls 91.6% repeat consistency
NO Does an analyst ask for guidance on a metric management did not offer unprompted? Semiotician · seen in 87.3% of calls
How to read this NO

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

Transcript-only check Detected in 87.3% of calls 89.7% repeat consistency
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
NO Does any analyst apologize or preface with "sorry" before asking? Semiotician · seen in 32.8% of calls
How to read this NO

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

Transcript-only check Detected in 32.8% of calls 92.9% repeat consistency
NO Is the word "excited" used by the CEO more than the word "confident"? Semiotician · seen in 33.1% of calls
How to read this NO

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

Transcript-only check Detected in 33.1% of calls 92% repeat consistency
YES 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 YES

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

Transcript-only check Detected in 57.8% of calls 94% repeat consistency
NO Does the word "guidance" appear more than five times in the transcript? Semiotician · seen in 31.8% of calls
How to read this NO

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

Transcript-only check Detected in 31.8% of calls 93% repeat consistency
NO Does the word "tailwind" or "headwind" appear? Semiotician · seen in 52.2% of calls
How to read this NO

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

Transcript-only check Detected in 52.2% of calls 98.7% repeat consistency
NO Does any analyst's question begin with a compliment or congratulation? Semiotician · seen in 41.5% of calls
How to read this NO

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

Transcript-only check Detected in 41.5% of calls 88.3% repeat consistency
NO Does an analyst apologize before or during their question? Semiotician · seen in 32.8% of calls
How to read this NO

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

Transcript-only check Detected in 32.8% of calls 96.6% repeat consistency
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
NO Does anyone say "from a ... perspective" (e.g., "from a margin perspective")? Semiotician · seen in 56.9% of calls
How to read this NO

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

Transcript-only check Detected in 56.9% of calls 87.2% repeat consistency
NO Does an executive say "we're not going to" in response to a question? Semiotician · seen in 25% of calls
How to read this NO

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

Transcript-only check Detected in 25% of calls 92% repeat consistency
NO Does management decline to answer by citing a future event ("we'll address that in..." or "at our upcoming...")? Semiotician · seen in 34.6% of calls
How to read this NO

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

Transcript-only check Detected in 34.6% of calls 82% repeat consistency
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
YES 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 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 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
YES Does anyone attribute results to "the team" rather than to strategy? Semiotician · seen in 61.6% 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 61.6% of calls 90.7% repeat consistency
NO Does any speaker say "going forward"? Semiotician · seen in 61.4% of calls
How to read this NO

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

Transcript-only check Detected in 61.4% of calls 85.6% repeat consistency
NO Does any analyst begin their question with "congratulations"? Semiotician · seen in 17.8% of calls
How to read this NO

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

Transcript-only check Detected in 17.8% of calls 92.6% repeat consistency
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
NO Does a speaker say "normal" or "normalized" about conditions that predate any disruption mentioned? Semiotician · seen in 33.7% of calls
How to read this NO

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

Transcript-only check Detected in 33.7% of calls 81% repeat consistency
NO Is the word "momentum" used without a stated metric attached to it? Semiotician · seen in 41.4% of calls
How to read this NO

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

Transcript-only check Detected in 41.4% of calls 92.7% repeat consistency
NO Does the word "macro" appear at least twice? Semiotician · seen in 21.9% of calls
How to read this NO

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

Transcript-only check Detected in 21.9% of calls 95.9% repeat consistency
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
YES Does anyone say "we take that seriously" or "we're very focused on"? Semiotician · 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 92% repeat consistency
NO Is the phrase "to your point" or "as you mentioned" used at least once? Semiotician · seen in 32.8% of calls
How to read this NO

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

Transcript-only check Detected in 32.8% of calls 83.5% repeat consistency
YES Does the operator say "thank you" more than three times? Semiotician · seen in 30% 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 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
YES Does the phrase "ahead of" precede any mention of guidance or expectations? Semiotician · seen in 14.1% 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 14.1% of calls 96.6% repeat consistency
YES Does management use the phrase "on a year-over-year basis"? Semiotician · seen in 16.9% 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 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
NO Does the word "clearly" appear anywhere in the transcript? Simultaneous · seen in 50.9% of calls
How to read this NO

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

Transcript-only check Detected in 50.9% of calls 96.3% repeat consistency
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
NO Does the phrase "going forward" appear at least once? Simultaneous · seen in 63.4% of calls
How to read this NO

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

Transcript-only check Detected in 63.4% of calls 86.5% repeat consistency
YES Does the word "team" appear at least three times? Simultaneous · seen in 59% 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% of calls 91.6% repeat consistency
YES Does the word "confident" appear in any executive's remarks? Simultaneous · seen in 60.7% 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 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
YES Does any executive use the word "team" to refer to company personnel? Simultaneous · 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 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
NO Does any analyst identify themselves with a two-part introduction (name and firm)? Simultaneous · seen in 10.2% of calls
How to read this NO

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

Transcript-only check Detected in 10.2% of calls 85.9% repeat consistency
NO Does the word "talent" appear at least once? Simultaneous · seen in 20.8% of calls
How to read this NO

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

Transcript-only check Detected in 20.8% of calls 98% repeat consistency
NO Is the word "capacity" used more often about factories than about people? Supply Chain · seen in 26.2% of calls
How to read this NO

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

Transcript-only check Detected in 26.2% of calls 92.3% repeat consistency
NO Does an executive confess to having too much of something physical somewhere? Supply Chain · seen in 12.2% of calls
How to read this NO

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

Transcript-only check Detected in 12.2% of calls 89.3% repeat consistency
NO Is a supplier or vendor mentioned by name at any point? Supply Chain · seen in 33.7% of calls
How to read this NO

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

Transcript-only check Detected in 33.7% of calls 85.3% repeat consistency
NO Does any executive blame weather, season, or geography for a shipment or delivery issue? Supply Chain · seen in 10.8% of calls
How to read this NO

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

Transcript-only check Detected in 10.8% of calls 91% repeat consistency
No checks match those filters.
500 checks shown · YES means detected; it is not automatically positive or negative.
Real saved model output

Archived AI reasoning

Earlier Artul research experiments on VAC calls. Open a question to read the model's original reasoning.

20 saved explanations · 18 questions
NO Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development — compa Q2 2018 · 3 archived calls

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

NOQ2 2018 · 2018-08-06

We need answer only YES or NO. Need evaluate both gates. Let's parse transcript. Gate 1: positive current development, Q&A adds more concrete operating detail than prepared remarks. Main positive developments: contract sales growth, new sales centers, tour package pipeline, ILG acquisition, digital marketing opportunity. Q&A: Cameron asks about contribution from new assets. Steve says "on a percentage basis of the 8 points roughly half of that call it 4 points is because of the new sales centers." That is additive specific. Then asks linkage agreements, Steve says relatively early, throttled back due integration, still encouraged. Not much. Patrick asks about $75 million synergies, Steve says feel increasingly positive, real upside revenue side. Then digital marketing timeline, Steve says Marriott busy with loyalty programs, expect focus first quarter next year. Then interval projections, John says not prepared. Edward asks digital marketing opportunity, Steve explains call transfer vs digital, Marriott.com, loyal customers. That's more conceptual, not current operations. Then leverage, housekeeping. So Q&A adds some specifics: new sales centers contribute 4 points of 8% growth. Is that "more concrete operating detail than prepared remarks"? Prepared remarks said "newer sales centers... ahead of initial expectations" but no quantification. Q&A gives 4 points. That is substantive. Multiple exchanges? The new sales center contribution appears in one exchange. Other exchanges about synergies/digital marketing are more forward-looking/plans, not current. Gate 1 requires across multiple exchanges additive. The only concrete current development with added detail is new sales centers in one exchange. Also tour package pipeline in prepared remarks, not probed. So Gate 1 likely NO because extra substance appears in only a single exchange, rest adds nothing new. Also digital marketing is future opportunity, not current. So Gate 1 NO. Gate 2: main positive current development management highlights and analysts probe: contract sales growth driven by new sales centers and tour packages. Primary engine? New sales centers are company-created and controlled. But is that the main development? Contract sales growth also from tour package programs, VPG, first-time buyers. The Q&A probes new sales centers. Engine is company's own new sales centers, so yes.

NOQ1 2018 · 2018-05-05

We need to evaluate the transcript against two gates. Gate 1: Is there a positive, current development that management presents as going well, and does the Q&A produce more concrete operating detail than the prepared remarks? Gate 2: Is the primary engine of that development something the company itself created and controls, not external? Let's identify the main positive development. In the prepared remarks, Steve Weisz highlights: contract sales growth, new sales centers (Bali opening, San Francisco Pulse), tour pipeline growth, hotel linkage agreements (new Sheraton San Diego), and the ILG acquisition. But the ILG acquisition is a future transaction, not current operations. The positive current development that analysts probe? In Q&A, analysts ask about tour flow, hurricane impact, inventory spend, and the ILG acquisition synergies. The main positive current development seems to be the growth in contract sales and tour pipeline, particularly from new sales centers and marketing programs. However, the Q&A discussion about tour flow: John Geller mentions that tour flow was up but not as much as projected, and explains seasonality. He doesn't add much new detail beyond what was in prepared remarks. The prepared remarks already mentioned tour flow growth, package pipeline up 13%, activated tours up 12%, new linkage agreement, etc. In Q&A, when asked about tour flow, John says "we were up but not as much as we're projecting for the balance of the year" and explains seasonality. That's not adding new concrete specifics. He mentions that package tours on the books are up, but that was already stated. So the Q&A doesn't produce more concrete operating detail than prepared remarks for that. Another positive development: new sales centers. In prepared remarks, Steve mentions Bali opening later in Q2, San Francisco Pulse early 2019, and that new sales centers are growing. In Q&A, there's a question about inventory spend and ILG, but not specifically about new sales centers. The Q&A about ILG acquisition synergies: analysts ask about revenue opportunities, and Steve and John give some specifics about call transfer, digital, etc. But that's about future plans, not current development. The acquisition hasn't closed yet.

NOQ4 2015 · 2016-02-26

We need to evaluate both gates. Gate 1: Is there a positive current development that Q&A adds concrete detail about? The call highlights new sales centers, tour package growth, financing propensity. In Q&A, analysts ask about Latin America weakness, new locations, financing, etc. The prepared remarks already detailed new destinations, tour activations up 40%, etc. In Q&A, management adds some specifics: Latin America trends improving (down less), Edgewater purchase details, financing propensity with FICO scores up, sales accounting for trust. But is this "more concrete operating detail" than prepared remarks? The prepared remarks already had a lot. The Q&A adds some specifics like FICO scores, but that's about financing. The main positive development is new sales centers and tour growth. Analysts ask about timing, but management mostly repeats. The Q&A does add some detail about Latin America being down less, but that's about weakness. The financing propensity is a positive current development, and Q&A adds that FICO scores improved, down payment unchanged. That is concrete. However, is it across multiple exchanges? There is one exchange about financing. The rest is about new locations, but management doesn't add much beyond prepared remarks. Gate 1 requires multiple exchanges with additive detail. The financing detail appears in one exchange. The Latin America is about weakness. So Gate 1 likely NO. Gate 2: The main positive development is new sales centers and tour growth. Is that company-created? Yes, it's their own strategy, new locations, marketing programs. But does it depend on external environment? Not really. However, the financing propensity is also company-driven. But Gate 1 fails, so overall NO. Thus answer NO.

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NO First tranche delivered, larger tranches en route: the same engine that just produced has visibly more already scheduled Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

We need answer only YES or NO. Need evaluate based on transcript. Need identify engine of new business with first tranche landed and larger tranches in motion. Let's parse. Management discusses new sales centers/destinations. Examples: The Strand Hotel NYC managing, purchase units 2018, sales center mid-year. Edgewater Hotel purchased, sales late 2016/early 2017. San Diego and Mayflower DC sales centers mid-year. Waikoloa Hawaii third quarter. Surfers Paradise Australia sales start by end March. Bali two new destinations, first units mid-2017, second 2019. These are new destinations. But are any actually delivered/opened in just-reported period? The call is Q4 2015. They mention "we announced in January that... began managing The Strand Hotel" - that's after quarter? January 2016, not in just-reported period? Also "just last week we purchased the Edgewater Hotel" - after quarter? Q4 2015 ended Dec 31, call Feb 25 2016. "just last week" is Feb 2016, not Q4. "We are well underway with preparations... expectation opening mid-year." "Assuming we meet expectations completing transaction early this year" - not landed. "In Asia-Pacific, we expect sales to start by end of March" - future. "I am very pleased to announce commitments to add two new destinations in Bali" - commitments, not delivered. So no first tranche landed in just-reported period? Maybe "we began managing The Strand Hotel" is a contract landed? But it's not in just-reported period? It's January 2016, after Q4. The question asks "in the just-reported period" - Q4 2015. Management on call describes accomplishments in 2015. Did any new engine deliver? They mention "we have commitments" not delivered. Also "we purchased Edgewater" after period. So no. Other possible engine: tour package programs (call transfer and encore programs). They say "tour bookings or activations on the books for 2014 from our call transfer and encore programs have increased substantially over 2015. We are continuing to ramp up these programs and our pipeline of new tours continues to grow. In fact, we have seen over a 40% improvement in tour package productions from these programs over the same time last year including another 5,000 new tours in our pipeline since the end of the third quarter." This is a program. Has first tranche landed? They have tour activations increased, pipeline.

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NO The feared thing keeps not happening: management confronts a specific live worry with current evidence running against i Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

We need answer YES/NO. Need analyze transcript for specific negative outcome worry live, and management pushback with observed evidence. Let's parse. Company Marriott Vacations Worldwide. Concerns visible: Latin America sales weakness due to strong dollar. Analysts ask about it. Management acknowledges headwinds, but says trends improving, down less. Is that a specific negative outcome? The fear: continued weakness in Latin American sales channels due to FX. Management pushback: "we are down less" "trends going right direction" "still down significantly, but not as much year over year." Is that observed evidence? Yes, current trends. But is the feared outcome materializing? It is materializing but lessening. The question asks: "SPECIFIC NEGATIVE OUTCOME that investors, analysts, or the market have plainly been worried will happen... AND does management push back on that worry by pointing to CURRENT, ALREADY-OBSERVED evidence from the business showing that the feared outcome is, so far, NOT materializing?" Here the feared outcome is Latin American sales decline. It IS materializing (down), but management says down less. Is that "NOT materializing"? No, it is materializing. They are not saying it's not happening; they say it's still down but less. So maybe no. Another worry: first quarter contract sales down due to tough comps, Latin headwinds. Management guides down. That's not a fear, it's guidance. Another worry: new sales centers ramp-up costs, VPG pressure. Management says expected. Another worry: "recent growth is a one-time bulge that will reverse"? Maybe owner recognition levels drove 10% increase in Q1 2015, now tough comparison. Management says Q1 2016 down. That's not pushback. Another worry: "demand will fall off after unusually strong stretch"? Not really. Another worry: "major customer, contract, partner will shrink"? No. Another worry: "competitor, new technology"? No. Another worry: "key product, franchise, pricing level about to erode"? Maybe VPG pressure due to first-time buyers. Management acknowledges. Another worry: "recent growth is a one-time bulge that will reverse"? The rental business outperformance? Management says rental growth not at pace. No. Let's look for analysts probing. Chris Agnew asks about Latin American weakness, when lapping, tour flow back-end loaded, Europe wind down.

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NO Substance without an audience: strong current business reported into a thin, shallow professional crowd Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

We need to evaluate the transcript for two conditions: (1) genuinely strong, concrete current business performance described with specific operating substance, and (2) a thin or shallow professional audience around it, as evidenced by sparse Q&A. First, check the business performance. The transcript shows strong results: adjusted EBITDA exceeded expectations, $236 million, up $36 million over 2014. Contract sales roughly flat, but North America up 1.9%. Tours up 2.5%. VPG strong. They mention new sales centers opening, tour pipeline up 40%, etc. They give specific numbers: adjusted EBITDA, contract sales, tours, VPG, development margin. They also discuss new properties, like The Strand Hotel in NYC, Edgewater Hotel in South Beach, etc. They provide guidance for 2016 with specific numbers. So there is concrete operating substance: they report actual results for the quarter and year, with specific metrics. They also discuss improvements in rental business, financing propensity, etc. So condition (1) seems satisfied: real, present-tense operating strength with specific numbers. Now condition (2): thin or shallow professional audience. Look at the Q&A session. The operator says "Our first question comes from Christopher Agnew with MKM Partners." Then there are questions from Patrick Scholes (SunTrust), Ben Chaiken (Credit Suisse), Steven Kent (Goldman Sachs). That's four questioners. Each asks a few questions. Let's count the number of questions and depth. Christopher Agnew asks about appetite for additional locations, then a follow-up about timing of Latin American weakness and Europe wind-down, then a follow-up about VPG impact. Patrick Scholes asks about South American customers and Miami deal. Ben Chaiken asks about LatAm customer trends and margins, then a follow-up about tour flow. Steven Kent asks about new vs existing owners, financing, and accounting. So there are four analysts, each with a few questions. That seems like a normal number for a quarterly earnings call. The questions are not extremely deep but they are relevant and probing. For example, they ask about specific impacts, timing, and accounting. The management provides detailed answers. The audience is not sparse; there are multiple participants. The call has a Q&A session with several questions. The transcript shows a full session.

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NO Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

We need to determine if there is a positive current development that is probed in Q&A with more concrete detail than in prepared remarks. The prepared remarks mention several developments: new sales centers, tour package growth, financing propensity, etc. The Q&A has questions about Latin America weakness, new locations, financing, first-time buyers, etc. The key candidate: the growth in tour packages and new sales centers. In prepared remarks, Steve mentions tour activations up, pipeline growth, new sales centers coming online. In Q&A, analysts ask about Latin America, new locations, financing, but do they extract more concrete operational detail? For example, the first question about appetite for new locations, Steve gives general strategy. The second question about Latin America, John gives some detail about trends. The third about financing, John gives specifics about FICO scores, down payment requirements. But is that a "positive current development"? Financing propensity is a positive development. In prepared remarks, John mentioned financing business grew, propensity reached 56%, up 13 points. In Q&A, when asked about financing, John adds that they haven't changed down payment requirements, FICO scores improved 9-10 points, and that they are seeing higher FICO scores. That is additional concrete detail about the financing program. However, is that a "development" that is central? The question asks: "On this call, is there a POSITIVE, CURRENT development in the company's business — some part of the business that management presents as genuinely going well or stepping up right now — for which the question-and-answer discussion PRODUCES MORE CONCRETE OPERATING DETAIL THAN THE PREPARED REMARKS CONTAINED?" The financing propensity is a positive current development. In prepared remarks, John said: "In the Company's financing business, revenues net of related expenses was $22.6 million, up slightly from the fourth quarter of last year. As you know, in the second quarter of 2015, we implemented a program to help drive increased financing propensity. And this program has continued to prove very successful. In fact, our North America propensity reached 56% in the fourth quarter, a full 13 percentage points, or 30%, higher than the fourth quarter of 2014." That's already quite specific.

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NO Management is buying the same thing twice: proven demand from one place is being replicated into identified new places r Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

We need answer YES/NO based on transcript. Need determine if management describes currently in middle of copying a part of its own business that already works into additional places where same demand already visible. Need all three elements. Transcript: Management discusses strategy to open new destinations with on-site sales distribution. They have existing sales centers and proven business model. They are opening new sales centers in New York (The Strand Hotel), South Beach (Edgewater), San Diego, Washington DC, Hawaii (Waikoloa), Australia (Surfers Paradise), Bali (two new destinations). They mention "new sales distributions" coming online. They have commitments to add new destinations. They expect sales to start at Surfers Paradise by end of March, sales centers mid-year, etc. They are physically standing up new sales centers. Demand already identified? They mention "Manhattan has been a top target" and "one of most sought-after travel destinations" - but is that demand already visible? They have commitments to purchase units, but demand? They say "we are executing our strategy to grow our top line sales as activations of our tour packages are up significantly and new sales centers begin coming online." They have tour package production up 40% and pipeline growing. But that's for existing sales centers? They mention new sales centers will drive incremental sales. They have "commitments to add two new destinations in Bali" - third party developments. Demand? They say "we are confident" but not necessarily demand already waiting. Need assess if management conveys that new instances are aimed at demand already visible. They mention "new sales distributions" and "strong contract sales growth" expected. But do they point to demand already committed? They have "commitments" to purchase units, but that's supply, not demand. They have "tour activations" increasing for existing programs. For new locations, they haven't opened yet. They say "we expect sales to start" etc. They don't mention waitlists or unserved orders. They mention "Manhattan has been a top target" and "sought-after travel destination" - that's market demand, not specific demand already visible. Also, is the proven instance? The company's existing sales centers are proven. They are replicating sales centers.

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NO Delivery mode: the call is about executing a specific step-up already in hand, not about winning it Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

The question is: Does management devote its energy to explaining HOW THE COMPANY WILL DELIVER ON A SPECIFIC STEP-UP IN BUSINESS THAT IS ALREADY IN HAND OR ALREADY BEGINNING? YES The transcript shows management devoting significant energy to concrete, already-committed step-ups that are meaningful relative to recent results. Steve Weisz repeatedly frames the new sales centers and destinations (The Strand in NYC, Edgewater in South Beach, San Diego, Mayflower DC, Waikoloa Hawaii, Surfers Paradise 2016, and the two Bali projects) as won, contracted, or under construction events already in hand. He presents them as real, near-term contributors to contract sales growth (4-8% full-year, with second-half acceleration from six new sales centers and tour arrivals already trending ahead). John Geller echoes this 2016 outlook tied to these new distributions coming online. The discussion posture is execution-focused: details on ramping tour production (40% improvement, 5,000 new tours added since Q3, pipeline growth), sales-center openings (mid-year for most, Q3 for Waikoloa), inventory sequencing, and stabilization 18-24 months out. Q&A questions probe exactly the mechanics—Latin America headwind timing, tour-flow back-end loading, VPG mix impact from first-time buyers at new sites, start-up costs, and margin pressure from ramping—rather than demand prospects or market size. This is operator-mode talk about sequencing 2016 deliveries and readiness, not aspirational pipeline talk. The step-up is meaningful: new centers are expected to drive incremental sales that turn flat 2015 contract sales into 4-8% growth, and NY alone is called a “significant contributor” once stabilized. The transcript centers on how these committed activities will 2016 results. This meets both criteria. The answer is YES. If the transcript had been mostly about hoped-for demand or routine operations without these specific, committed new facilities and tour programs already secured, it would be NO. But here the energy is squarely on executing the already-in-hand expansion. The modest 4 8% range does not change the fact that the transcript treats these new centers as concrete, won events whose delivery mechanics are the focus. Final answer: YES.

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NO Compounding order flow: the same customers keep coming back bigger, and the company is quietly widening the funnel behin Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

We need to determine if management describes that the company's own commercial effort has shifted from persuading buyers to provisioning them. That is, does management convey that the practical work of the business right now is figuring out how to get more of its offering into the hands of buyers who have already decided, rather than convincing buyers to decide in the first place? Let's analyze the transcript. The company is Marriott Vacations Worldwide, a timeshare business. They sell vacation ownership points. The call discusses 2015 results and 2016 outlook. Key points from management: - Steve Weisz: "our long-term strategy is to drive profitable contract sales growth. Since our spinoff, this has primarily resulted from significant growth in BPG, up over 35% since 2011, which helped drive our adjusted development margin percentage from 7% to roughly 21% during that same period. While BPG is an important metric, it is not the only driver of contract sales growth. Going forward, we expect our contract sales growth will come from a combination of increasing tours at our existing sales centers and adding new sales locations in exciting new destinations, all while targeting a 21% or better development margin." - He talks about increasing tours, new sales centers, new destinations. He mentions "tour bookings or activations on the books for 2014 from our call transfer and encore programs have increased substantially over 2015. We are continuing to ramp up these programs and our pipeline of new tours continues to grow. In fact, we have seen over a 40% improvement in tour package productions from these programs over the same time last year including another 5,000 new tours in our pipeline since the end of the third quarter." - He says: "The growth in our new tour programs, coupled with our in-house and linkage channels, should continue to drive incremental tour production. As our tour production grows, it is important to remember that our focus with these new programs, as well as our in-house and linkage channels, is to generate more first-time buyers." - He discusses new destinations: The Strand Hotel in New York, Edgewater Hotel in South Beach, San Diego, Mayflower in DC, Waikoloa, Surfers Paradise, Bali.

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NO Stale terms, scheduled reset: the existing book is priced for a world that has moved on Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

We need answer YES/NO based on transcript. Need determine if management describes existing business carried at below current market and resetting on schedule. Let's examine transcript. Key points: They discuss contract sales, tours, new sales centers, financing propensity, rental business, etc. Is there any mention of existing book repricing? They mention "owner recognition level changes" in Q1 2015 drove 10% increase in contract sales. That's about existing owners buying more? Not repricing of existing contracts. They mention "pre-spin Marriott rewards liability" repaid, and lower Marriott rewards costs. Not relevant. They mention "financing propensity" increased, but that's new sales financing, not existing book. They mention "rental business" with higher transient rate, but that's current market rates, not existing contracts resetting. They mention "product costs" lower due to inventory repurchase program. Not repricing of existing business. They mention "new sales centers" and "new destinations" - new business. Question asks: Does management describe that a meaningful portion of existing business is still being carried at prices/rates/terms set in past below current market, and that this existing business is coming up for repricing/renewal/reset on schedule, so economics improve as older terms roll off, without needing new customers? Answer YES if management conveys that. Look for any mention of "legacy", "grandfathered", "reset", "roll off", "expiring", "hedges", "contracts". None. They talk about "owner recognition level changes" - that's about sales to existing owners, not repricing of existing contracts. They talk about "pre-spin Marriott rewards liability" - that's a liability, not revenue. They talk about "financing propensity" - that's new loans, not existing. They talk about "rental business" - they mention "transient rate" increased 4% - that's current market, not existing book resetting. They talk about "product costs" - that's cost side. They talk about "new sales centers" - new business. Thus no. The answer is NO. Need ensure no hidden. The question is specific. Management does not describe any existing book repricing. So answer NO.

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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 Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

We need to determine if management describes the company as being at a point where the rate of accumulation is the dominant fact, with multiples and small base. Let's analyze the transcript. Key points: Management discusses growth in contract sales, tours, new sales centers, etc. They mention "over a 40% improvement in tour package productions from these programs over the same time last year including another 5,000 new tours in our pipeline since the end of the third quarter." That's a multiple (40% improvement) but not a doubling. They also mention "we have seen over a 40% improvement" - that's a percentage, not a multiple like doubled or tripled. They also say "tour activations... has increased significantly" but not multiples. They talk about new sales centers coming online, but they don't frame the business as compounding off a small base. They talk about contract sales growth of 4-8% for 2016, which is incremental. They mention "significant improvement in contract sales as we get into the second half of the year" but that's forward-looking. They also mention "we have commitments to add two new destinations in Nusa Dua, Bali" etc. But the framing is not about multiples of past activity. 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? The transcript does not show that. They use percentages like 40% improvement, but that's not a multiple like "doubled" or "tripled". They also talk about "another 5,000 new tours" but that's a number, not a multiple. They also mention "we have seen over a 40% improvement in tour package productions" - that's a single instance, not recurring. The rest of the call is a conventional results discussion. Thus, answer NO.

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NO Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development — broad Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

We need to evaluate the transcript for two gates. Gate 1: Is there a positive current development that Q&A adds concrete detail about? Gate 2: Is that development broad and granular? Let's analyze. The call highlights several positive developments: new sales centers, tour package growth, financing propensity, rental business. The Q&A probes: Latin America weakness, new locations, financing, first-time buyers. The main positive current development that management highlights is the growth in tour packages and new sales centers. In Q&A, analysts ask about Latin America, new locations, financing. Management provides some detail: e.g., tour activations up, pipeline up 5,000 since Q3, new sales centers coming online. But does Q&A add more concrete detail than prepared remarks? Prepared remarks already mentioned these. In Q&A, management adds specifics about Latin America trends, but that's about weakness. For the positive development, the Q&A doesn't seem to add much new substance beyond what was in prepared remarks. For example, when asked about new locations, Steve says they'd consider more but no new specifics. When asked about financing, John explains FICO scores up, but that's not really new. The Q&A doesn't produce substantially more concrete detail about the positive development. So Gate 1 likely NO. Gate 2: Even if we consider the positive development of tour packages and new sales centers, is it broad? Yes, it's many tours, many customers. But since Gate 1 is NO, overall answer NO. Thus answer NO.

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NO Customers eating the friction: buyers are visibly absorbing cost, delay, or inconvenience to keep this specific company Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

We need to determine if management describes customers currently putting up with real cost, delay, or inconvenience in order to keep doing business with this company specifically. The transcript mentions various things: new sales centers, tour packages, etc. But does it describe customers absorbing friction? For example, there is mention of "tour activations" increasing, but no mention of customers waiting or enduring delays. There is mention of Latin American sales softness due to strong dollar, but that's about sales declining, not customers enduring friction. There is no description of customers accepting delays, waitlists, or absorbing costs. The only possible thing is that they have new sales centers coming online, but that's not about customers enduring friction. Also, they mention that they are ramping up tour packages, but no mention of customers waiting. The transcript does not describe any current friction that customers are absorbing. Management talks about growth and new programs, but not about customers tolerating inconvenience. So answer NO.

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NO Demand has broadened across independent fronts: growth is now coming from several distinct, currently-producing sources Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

我们根据提供的财报电话会议记录，判断管理层是否描述了当前增长由多个独立来源同时驱动，且这些来源都是实际产生业务而非计划，并且这种广度是近期才出现的。 分析：管理层提到了多个增长来源： 1. 租赁业务（rental business）表现强劲，同比增长。 2. 管理及辅助业务（management and ancillary businesses）持续稳健。 3. 融资业务（financing business）在2015年下半年开始增长，由于融资倾向提高。 4. 新销售中心（new sales centers）即将开业，但尚未产生销售，属于未来计划。 5. 新目的地（new destinations）如纽约、迈阿密、巴厘岛等，但多数尚未开始销售，属于未来。 管理层明确表示2015年调整后EBITDA增长由租赁业务、管理业务和融资业务驱动，但融资业务是2015年第四季度才首次同比增长。同时，管理层强调2016年增长将来自新销售中心，但那些是未来的。当前（2015年）的增长引擎主要是租赁和管理，融资是新的但刚开始。此外，管理层提到合同销售增长主要来自北美，但拉丁美洲疲软。整体上，管理层没有明确说当前增长由三个以上独立引擎同时驱动，且这些引擎都是实际产生业务。新销售中心是计划，不是当前。融资业务是新的，但只是刚开始。租赁和管理是长期存在的。因此，不符合“多个独立来源同时驱动且每个都实际产生业务”的条件，且广度并非近期才出现，因为租赁和管理一直是主要业务。所以答案应为NO。

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NO New leadership already changing what the company does, with early results showing Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

We need to determine if the company is being led by leadership relatively new to its role (CEO or equivalent) within roughly the last year, and if that leadership describes concrete changes already made with early real results. From the transcript: Steve Weisz is President and CEO. There is no indication that he is new to the role. The call is a regular earnings call. No mention of a recent leadership change. The transcript does not suggest that Steve Weisz or John Geller are new. They discuss strategy and results, but no mention of new leadership. So answer NO. Also, even if there were changes, no indication of new leadership. So NO.

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NO Small reported base, oversized already-contracted forward commitments Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

我们根据提供的财报电话会议记录，判断管理层是否描述了未来业务，这些业务是交易对手已经承诺给公司的（如已签署合同、确定订单、授予项目、承诺量、积压订单或已同意扩展），并且管理层自己将其描述为相对于公司当前报告的业务水平而言规模较大，且预计在接下来大约一年内开始或继续转化为实际收入或活动。 分析： - 管理层讨论了新销售中心（如纽约、迈阿密、圣地亚哥、华盛顿、夏威夷、澳大利亚、巴厘岛）的开设，这些是公司自己的扩张计划，但并非交易对手已承诺的业务。这些是公司自身的投资和开发，不是外部承诺。 - 管理层提到了“tour package productions”增加，但这是公司自己的营销计划，不是外部承诺。 - 管理层提到了“inventory repurchase program”，但这是公司自己的库存管理。 - 没有提到任何已签署合同、确定订单、承诺量或积压订单来自外部交易对手。 - 管理层提到“we have commitments to add two new destinations in Nusa Dua, Bali”，但这是公司自己承诺开发，不是外部承诺给公司的业务。 - 管理层提到“capital-efficient arrangements”如Waikoloa，但这是公司自己的交易。 - 没有外部交易对手承诺给公司的业务。 因此，答案应为NO。

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NO Demand off the charts — scarcity amplification screen Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

We need to evaluate the transcript. The company is Marriott Vacations Worldwide. They discuss results and outlook. They mention contract sales growth, new sales centers, tour packages, etc. They do not say demand is "off the charts" or "exceptionally strong". They talk about growth but not unprecedented. So Gate 1 fails. Also Gate 2 likely fails. So answer NO.

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NO Demand off the charts Q4 2015 · archived research check

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

NOQ4 2015 · 2016-02-26

我们根据转录内容判断公司是否说需求"off the charts"。转录中Steve提到"tour bookings or activations on the books for 2014 from our call transfer and encore programs have increased substantially"以及"over a 40% improvement in tour package productions"，但并未使用"off the charts"这样的表述。因此答案是否。

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YES Identified near-term contributors not yet in the reported numbers Q4 2015 · archived research check

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

YESQ4 2015 · 2016-02-26

The question is about whether management points to specific, identified sources of additional business that are already secured or in motion but have contributed little or nothing to the results just ...

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

Past calls

VAC call history

Open a quarter only when you want its detailed evidence.

C Q1 2026 · Caution · 2026-05-06Management raised guidance against accelerating demand and contracting margins. The delivery was rich in specifics, promotional in tone.
Guidance: raisedDemand: acceleratingMargins: contractingBacklog: growingPricing: raisingHeadcount: cuttingCapex: decreasing⚑ Critic ammunition✓ Skeptic reassured⚑ Question left hanging✓ Resolves doubts✓ Volume step-up ahead⚑ Reads rehearsed
Candor 6/9
Specificity 7/9
Evasion 3/9
Confidence 8/9
Uncertainty 3/9
Promotion 7/9
Stress 3/9
Complexity 5/9
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?
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?
YES Is volume about to step up rather than grow gradually?
YES Are high fixed costs currently underutilised?
YES Is pricing recovering from a depressed level?
YES Do current results look bad while the direction looks better?
NO Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
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?
C Q4 2024 · Caution · 2025-02-27Management held guidance steady against mixed demand signals and contracting margins. The delivery was unusually candid, rich in specifics.
Guidance: maintainedDemand: mixedMargins: contractingBacklog: growingPricing: stableCapex: increasing⚑ Critic ammunition✓ Guidance underwritable✓ Resolves doubtsCFO dominatesDirection beats results
Candor 7/9
Specificity 8/9
Evasion 2/9
Confidence 6/9
Uncertainty 5/9
Promotion 5/9
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?
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?
NO Is pricing recovering from a depressed level?
YES Do current results look bad while the direction looks better?
NO Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
NO Is a fast-growing segment obscured by a declining one?
YES Does the CFO speak more than the CEO?
NO Does the call read rehearsed rather than lived?
B Q3 2024 · Solid call · 2024-11-07Management raised guidance against steady demand. The delivery was rich in specifics.
Guidance: raisedDemand: stableMargins: stableBacklog: growingPricing: raisingCapex: flat⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Prepayments growing⚑ Reads rehearsed
Candor 6/9
Specificity 8/9
Evasion 2/9
Confidence 7/9
Uncertainty 3/9
Promotion 5/9
Stress 3/9
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?
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?
NO Is pricing recovering from a depressed level?
NO Do current results look bad while the direction looks better?
YES Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
YES 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 2024 · Weak call · 2024-08-01Management lowered guidance against mixed demand signals and contracting margins. The delivery was unusually candid, rich in specifics.
Guidance: loweredDemand: mixedMargins: contractingBacklog: stablePricing: under pressureCapex: decreasing⚑ Critic ammunition⚑ Question left hanging✓ Resolves doubts
Candor 8/9
Specificity 8/9
Evasion 3/9
Confidence 5/9
Uncertainty 6/9
Promotion 2/9
Stress 4/9
Complexity 4/9
View the 20 core call-quality checks
NO Would a skeptical short-seller find this call reassuring?
NO Would a careful investor underwrite management's guidance?
YES Is management's confidence proportionate to the evidence presented?
YES Does the call resolve more doubts than it creates?
YES Is there something a critic could fairly use against the company?
NO Is a claimed advantage dependent on scale they lack?
YES Does an obvious question remain unanswered?
NO Is a product early in its life but growing very fast?
NO Do they serve a small fraction of their addressable customers?
NO Is volume about to step up rather than grow gradually?
NO Are high fixed costs currently underutilised?
NO Is pricing recovering from a depressed level?
NO Do current results look bad while the direction looks better?
NO Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
NO Is a fast-growing segment obscured by a declining one?
NO Does the CFO speak more than the CEO?
NO Does the call read rehearsed rather than lived?
B+ Q1 2024 · Strong call · 2024-05-07Management held guidance steady against steady demand and contracting margins. The delivery was unusually candid, rich in specifics.
Guidance: maintainedDemand: stableMargins: contractingBacklog: growingPricing: stableCapex: flat⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubtsDirection beats results
Candor 8/9
Specificity 8/9
Evasion 1/9
Confidence 7/9
Uncertainty 4/9
Promotion 3/9
Stress 2/9
Complexity 6/9
View the 20 core call-quality checks
YES Would a skeptical short-seller find this call reassuring?
YES Would a careful investor underwrite management's guidance?
YES Is management's confidence proportionate to the evidence presented?
YES Does the call resolve more doubts than it creates?
YES Is there something a critic could fairly use against the company?
NO Is a claimed advantage dependent on scale they lack?
NO Does an obvious question remain unanswered?
NO Is a product early in its life but growing very fast?
NO Do they serve a small fraction of their addressable customers?
NO Is volume about to step up rather than grow gradually?
YES Are high fixed costs currently underutilised?
NO Is pricing recovering from a depressed level?
YES Do current results look bad while the direction looks better?
NO Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
NO Is a fast-growing segment obscured by a declining one?
NO Does the CFO speak more than the CEO?
NO Does the call read rehearsed rather than lived?
B Q4 2023 · Solid call · 2024-02-22Management held guidance steady against steady demand and contracting margins. The delivery was unusually candid, rich in specifics.
Guidance: maintainedDemand: stableMargins: contractingBacklog: growingPricing: raisingHeadcount: flatCapex: increasing⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubtsDirection beats results
Candor 7/9
Specificity 8/9
Evasion 2/9
Confidence 7/9
Uncertainty 4/9
Promotion 4/9
Stress 2/9
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?
YES Are high fixed costs currently underutilised?
NO Is pricing recovering from a depressed level?
YES Do current results look bad while the direction looks better?
NO Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
NO Is a fast-growing segment obscured by a declining one?
NO Does the CFO speak more than the CEO?
NO Does the call read rehearsed rather than lived?
C+ Q3 2023 · Mixed call · 2023-11-02Management lowered guidance against mixed demand signals and contracting margins. The delivery was unusually candid, rich in specifics.
Guidance: loweredDemand: mixedMargins: contractingBacklog: growingPricing: under pressure⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubtsDirection beats results
Candor 8/9
Specificity 8/9
Evasion 1/9
Confidence 7/9
Uncertainty 5/9
Promotion 4/9
Stress 3/9
Complexity 6/9
View the 20 core call-quality checks
YES Would a skeptical short-seller find this call reassuring?
YES Would a careful investor underwrite management's guidance?
YES Is management's confidence proportionate to the evidence presented?
YES Does the call resolve more doubts than it creates?
YES Is there something a critic could fairly use against the company?
NO Is a claimed advantage dependent on scale they lack?
NO Does an obvious question remain unanswered?
NO Is a product early in its life but growing very fast?
NO Do they serve a small fraction of their addressable customers?
NO Is volume about to step up rather than grow gradually?
NO Are high fixed costs currently underutilised?
NO Is pricing recovering from a depressed level?
YES Do current results look bad while the direction looks better?
NO Are deferred revenue or customer prepayments growing?
NO Is consolidation happening among their peers?
NO Is a founder still running the company?
NO Does the final speaker sound like they are summarizing a finished story?
NO Is a fast-growing segment obscured by a declining one?
NO Does the CFO speak more than the CEO?
NO Does the call read rehearsed rather than lived?
View 31 earlier calls
CallDateGradeGuidanceDemandMarginsCandorEvasion
Q2 2023 2023-08-03 D loweredmixedcontracting 8/9 2/9
Q1 2023 2023-05-04 B+ maintainedstablestable 8/9 2/9
Q4 2022 2023-02-23 B maintainedstableexpanding 7/9 2/9
Q3 2022 2022-11-01 B maintainedstableexpanding 7/9 2/9
Q2 2022 2022-08-09 A raisedacceleratingexpanding 8/9 1/9
Q1 2022 2022-05-06 B maintainedacceleratingexpanding 7/9 2/9
Q4 2021 2022-02-24 A raisedacceleratingexpanding 7/9 2/9
Q3 2021 2021-11-08 A maintainedacceleratingexpanding 7/9 2/9
Q2 2021 2021-07-29 C+ noneacceleratingexpanding 7/9 4/9
Q1 2021 2021-05-07 A noneacceleratingexpanding 7/9 1/9
Q4 2020 2021-02-25 B+ noneacceleratingexpanding 7/9 2/9
Q3 2020 2020-11-07 A raisedacceleratingexpanding 8/9 3/9
Q2 2020 2020-08-02 C+ nonemixedcontracting 8/9 2/9
Q1 2020 2020-05-08 C withdrawnslowingcontracting 8/9 2/9
Q4 2019 2020-02-27 C+ maintainedacceleratingexpanding 7/9 3/9
Q3 2019 2019-11-05 C+ loweredacceleratingexpanding 7/9 1/9
Q2 2019 2019-08-03 C loweredstableexpanding 7/9 2/9
Q1 2019 2019-05-07 B maintainedmixedexpanding 7/9 2/9
Q4 2018 2019-02-28 B+ raisedstableexpanding 7/9 2/9
Q3 2018 2018-11-08 B+ raisedacceleratingcontracting 7/9 2/9
Q2 2018 2018-08-06 B+ raisedacceleratingcontracting 7/9 3/9
Q1 2018 2018-05-05 B maintainedstablecontracting 7/9 2/9
Q4 2017 2018-02-27 B maintainedacceleratingexpanding 7/9 2/9
Q3 2017 2017-11-04 C+ loweredacceleratingexpanding 8/9 2/9
Q2 2017 2017-08-06 A raisedacceleratingexpanding 7/9 2/9
Q1 2017 2017-05-07 A maintainedacceleratingexpanding 7/9 2/9
Q4 2016 2017-02-24 B maintainedacceleratingexpanding 7/9 2/9
Q3 2016 2016-10-13 C loweredacceleratingcontracting 7/9 2/9
Q2 2016 2016-07-21 B maintainedacceleratingexpanding 7/9 2/9
Q1 2016 2016-04-28 C+ maintainedmixedcontracting 7/9 2/9
Q4 2015 2016-02-26 B+ raisedmixedstable 8/9 2/9
Keep exploring

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AMPH
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AVGO
Broadcom Inc.

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