We need to evaluate both gates based on the transcript. 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? The prepared remarks mention several positive things: strong Q4 results, Zynga integration, cost reductions, etc. But the main positive current development that analysts probe? Let's look at the Q&A. Analysts ask about fiscal 2025 guidance, AI, mobile, DTC, etc. But the question is about a specific positive current development that management highlights and analysts probe, and the Q&A adds more concrete detail. Looking at the Q&A, analysts ask about: - Fiscal 2025/2026 guidance (but that's future, not current) - AI (management gives general views, not specific current development) - Mobile, DTC (Karl gives some detail about DTC, but is it more than prepared remarks? Prepared remarks mentioned DTC efforts tracking well, plans for nearly all mobile games. In Q&A, Karl says they are expanding D2C efforts, but doesn't give much new specific numbers. He says "we are going to be able to start realizing some of that in this fiscal year" but that's future. He also mentions "creating centralized library of customer data" etc. But is that concrete operating detail? It's more about plans. - The question about LEGO 2K Drive classification - that's not a positive current development, it's a classification question. - The question about DTC share and margins - Karl says they haven't disclosed targets, so no new detail. The only thing that seems like a positive current development that analysts probe is maybe the Zynga mobile performance? But analysts ask about profitability, and Lainie says "on a like-for-like basis for a comparable 12 months, the Zynga mobile business is up year-over-year." That's a single exchange, not multiple. Also, the question about marketing efficiency - Karl gives some detail about marketing spend changes, but that's not a specific development. The question about AI - Strauss gives his view, but that's not a current business development. The question about fiscal 2025 guidance - they give some color but not specific. So is there a positive current development that management highlights and analysts probe with multiple exchanges adding new detail? I don't see it.
Take-Two Interactive Software, Inc.
The call grade, management's tone measured against 177,437 other calls, what changed since the quarter before, and every one of the 500 checks.
This is the current report. Unlock its call read, expected move size, and all 500 answers.
- Are there more than eight analyst questioners?
- Does the operator announce more than five questioners?
- Does the operator announce more than ten questioners in the Q&A?
- Is there a questioner from an investment bank other than the first three analysts who ask questions?
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.
All 500 AI checks
Q4 2026 · 500 checks
Every answer is below. Open any check to see what its YES or NO means.
YES Does an executive answer a question by describing a process rather than an outcome?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is there a question the executive answers with a question back to the analyst?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone compare the company to an unnamed "competitor" or "peer" rather than naming it?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use "historically" or "traditionally" while defending a current practice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is a departure, transition, or role change mentioned only in passing without a thank-you or tribute?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone reference a private conversation ("as I told...", "as we discussed offline")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the transcript contain the phrase "next question" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst ask a question spanning more than five sentences?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask a question containing multiple sub-questions (three or more)?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CEO answer a question personally after another executive initially responds?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the phrase "if you look at" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any analyst preface a question by summarizing the company's stated results?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker use the word "obviously" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "guidance" in the same sentence as a specific number?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst say "congrats" or "congratulations" to management?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is the word "scale" or "scaling" used as a verb?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst ask a question beginning with a number ("two questions", "three quick ones")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst say "thank you" before asking their question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst name two or more executives when asking their question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "outperform," "outperformance," or "beat" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone say "the environment" when describing market conditions?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any executive use the word "momentum" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an executive begin an answer with "Great question," "Thanks," or "Appreciate"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CFO use the phrase "adjusted" or "non-GAAP" at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any speaker say "thank you" more than three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker say "with that" as a transition phrase?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "on a comparable basis" or "adjusted for"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any speaker say "moving to" or "turning to" when changing topics?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "over to you" or "I'll turn it over"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "operator" aloud during the call?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone repeat the same stock phrase three or more times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone use the phrase "as you know" to introduce a claim?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker apologize without attaching a fix to the apology?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the call end without any closing statement from the CEO?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is there a request to move the call along or to the last question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an executive answer a question with another question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive mention the weather?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone describe a negotiation currently in progress?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive describe a competitor with anything resembling respect?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the operator announce more than ten questioners in the Q&A?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone use the phrase "kind of" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any question include the word "color"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the CEO deliver the opening remarks rather than the CFO or IR head?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone say "if I may" or "if you don't mind"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any executive's first sentence include the word "revenue"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an analyst use the word "clarification" or "clarify" in a question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any question contain the phrase "color on" or "some color"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the operator use the phrase "our final question" before closing?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "let me" at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "aggressive" or "aggressively" appear at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an analyst ask a question referencing "the puts and takes"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "to be clear"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst's question include a compliment followed by "but"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CFO use the word "sequential" or "sequentially" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "with that" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "for the benefit of" or "just to remind" when restating context?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone use the phrase "early days"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "journey" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the speaker describe a strategy as "disciplined" without describing any trade-off?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is there an apology offered to a specific analyst by name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone use the phrase "to be honest" or "frankly"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone promise to "follow up" or "take that offline" and fail to commit to when?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone on the call interrupt a colleague mid-sentence?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does someone use a personal anecdote rather than a metric to justify confidence?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "question" appear in the operator's speech more than three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "growth" appear at least ten times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone use the phrase "a couple of"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst ask about capital allocation or buybacks?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does management use the word "strong" at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive use the phrase "we're seeing" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "opportunity" appear at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does management use the word "confident" or "confidence" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "record" appear at least twice in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "team" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does management promise to follow up or take a question offline?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any speaker say "we're excited about" or "we're pleased with"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Do two or more analysts from the same firm ask questions?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone use the phrase "moving forward" or "go forward"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does management mention a specific number of stores, locations, or markets?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone use the word "folks"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone say "thank you" more than five times in total?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive use the phrase "we believe"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the operator use the phrase "next question" at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst mention a specific percentage figure in their question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "quarter" appear in at least ten questions or answers during the Q&A?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does at least one analyst ask a question about margins or costs?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the CEO answer the majority of analyst questions personally?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask a question phrased as "Can you talk about" or "Can you speak to"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the CFO speak during the Q&A portion at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any question reference a specific quarter (e.g., "fourth quarter") by name?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the operator interrupt the Q&A to announce time is limited or that this will be the last question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any analyst ask a question beginning with "just" (e.g., "just curious")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask about a specific dollar amount or number stated in the prepared remarks?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any question begin with the words "can you" or "could you"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive use the phrase "if you look at" during the Q&A?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the CFO answer at least one question without the CEO speaking first?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask a question containing an explicit comparison to a competitor company?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "moving on" or "next question" come from the operator?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst ask about capital allocation (capex, buybacks, M&A, or dividends) in one question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "color" appear (e.g., "add some color") in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "guidance" appear at least five times in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any question contain the word "why"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any speaker say "I think" at least three times within a single answer?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any executive begin an answer by restating the analyst's name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any executive's answer exceed 300 words in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CEO answer the first analyst question personally?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "obviously" appear in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the transcript contain the word "margin" more than ten times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an executive begin an answer with "So" as the first word?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "if I may" or "if I could" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive say "let me" at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any question contain the word "specifically"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the word "momentum" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does management mention "margin" or "margins" in prepared remarks?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is the word "definitely" used by any speaker?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "seasonality" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone use the word "robust" to describe demand, growth, or the pipeline?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone use the word "leverage" as a verb at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive use the word "team" when referring to employees?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive say "that said" or "having said that" to introduce a caveat?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an analyst's question include the phrase "going forward"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive say "great question" at any point?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone say "we remain confident" or "we are confident"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive say "thank you" immediately after finishing an answer?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive cite a specific dollar figure greater than one billion?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst's question contain the word "curious"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst reference a specific prior quarter by name (e.g., "last quarter")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "obviously" two or more times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask a follow-up in the same turn after their first answer?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask about a specific geographic region or market?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst ask a question that includes the phrase "long term" or "long-term"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "margin" or "margins" appear at least five times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "opportunity" or "opportunities" appear at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive say "we'll come back to that" or defer an answer to a follow-up?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "thank you" three or more times in the Q&A section?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CFO use the phrase "free cash flow" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any executive use the word "momentum"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CEO mention at least one specific customer segment by name (e.g., "enterprise")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the phrase "take your question" or "take the question" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst introduce themselves by name before asking their first question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone say "including" at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does management reference "the macro environment" or "macroeconomic" at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive reference "our team" or "the team" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the operator announce more than one analyst from the same firm?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any prepared remark mention "headwinds" or "tailwinds"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "with that, I'll turn it over"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CFO use the phrase "capital allocation"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an executive decline to answer, citing that something will come later or is not disclosed?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst ask a two-part question containing the word "but"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone ask a follow-up question in the same turn after their first question is answered?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone answer "yes" or "no" as the first word of a response?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "thank you" at least ten times in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive use the phrase "if you look at" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any analyst begin their question with "Hi" or "Hello" as a greeting?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "we are excited about" without naming a number?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst reference a peer company's results or valuation?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker use the phrase "just to clarify" or "just to be clear"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the word "headwind" or "headwinds"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the word "tailwind" or "tailwinds"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any speaker use the word "momentum"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "investments" appear in the context of margins or costs?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone mention "FX" or "foreign exchange"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "efficiency" or "productivity" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst thank the executives or congratulate them before asking a question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive say "great question" or "thanks for the question"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive say "as we said last quarter" or reference a prior call?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the phrase "going forward" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the word "levers" when discussing actions?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management thank analysts by name at any point after a question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "we'll take that offline" or offer to follow up after the call?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the word "committed" regarding a target?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CEO's prepared remarks mention "macro" or "macroeconomic"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "the vast majority"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "temporary" or "transitory" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is an analyst's question answered with "great question" or similar?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Is there a questioner from an investment bank other than the first three analysts who ask questions?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask a question that includes a reference to a specific dollar figure?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "thank you" at least ten times across the call?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "thank you for taking my question" or "thanks for taking my question" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst's first sentence contain a compliment or thanks before asking their question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the CFO present in both the prepared remarks and the Q&A portion of the call?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the CEO personally deliver the closing remarks of the call?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the CEO's prepared remarks contain the word "team" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker use the phrase "moving on" or "with that" to transition between topics?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the phrase "in terms of" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO First-person singular ("I believe," "I think") used more by the CFO than the CEO.
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES A single question receives answers from two different executives.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES A hedge word ("maybe," "sort of") appears inside a direct quantitative claim.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker use the word "obviously"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "guidance" appear in both prepared remarks and the Q&A section?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any executive defer a question to another executive by name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Someone uses the word "honestly," "frankly," or "to be clear."
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone use the word "ecosystem" or "platform" without a number attached?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the transcript contain the word "certainly" three or more times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone begin an answer by restating or paraphrasing the analyst's name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an analyst reference a competitor by name during their question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does a speaker say "let me" at least twice in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES The transcript contains an apology unrelated to financial results.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO The word "challenge" is spoken more often than "opportunity."
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "seasonality" or "seasonal" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES The phrase "as you know" appears at least twice.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker use the word "challenge" or "challenges" at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone mention "weather" as a factor affecting results?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an executive say "thank you" to the analyst before answering a question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "great question" or similar praise of a question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES The final question is answered noticeably shorter than the opening ones.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone say "we remain" followed by a verb (e.g., "we remain committed")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an executive cite a conversation with a customer that has no verifiable specificity (unnamed, undated, unquantified)?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the transcript contain a sentence that begins with "What I would say is"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any question mention a specific percentage or dollar figure?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the CEO personally answer more questions than any other executive?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the operator say "our final question" or similar?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "opportunity" or "opportunities" appear at least five times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "clearly" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "leverage" appear as a verb at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst's first name get used by an executive when thanking them?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the operator announce more than five questioners?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Are there more than ten analyst questions in total?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the operator use the phrase "our next question comes from" more than three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Are the CEO's prepared remarks longer than the CFO's, judged by speaker turns on the transcript page?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does management say "we are not going to comment on" or equivalent refusal language?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Executive corrects an analyst's premise.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CFO's prepared section exceed the CEO's in number of paragraphs?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the CEO personally answer more than half of the analyst questions?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst mention the word "margin" in their first question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Executive uses the word "excited" more than twice.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask a multi-part question containing three or more distinct questions?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "guidance" appear at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask a two-part question signaled by "and also" or "and secondly"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst begin with a compliment, such as "great quarter" or "congrats"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive say "we said" when recalling prior statements?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst begin their turn with "thanks" or "thank you"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "headwind" or "tailwind" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "synergies" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any analyst address a question to two or more executives by name?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "capital" appear at least five times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive say "we feel" rather than "we believe" or "we think"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "capital" appear in at least three different speakers' turns?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive use the phrase "over time" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an executive say "as I mentioned" or "as we said" at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CEO open the call before any analyst questions by mentioning the macro environment?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone say "we are pleased" or "we're excited"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone use the word "leverage" (financial or metaphorical)?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst thank management before asking their question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is the word "automation" or "productivity" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "uncertainty" or "uncertainties" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the phrase "year over year" appear at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does management use the word "leverage" or "leveraging" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Currency headwinds mentioned unprompted.
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the phrase "a number of" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "best-in-class" or "industry-leading"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "momentum" appear at least twice in prepared remarks?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the phrase "on a constant currency basis" or similar currency adjustment used?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst's question include the phrase "just to clarify"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the phrase "the team" appear at least twice in management remarks?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker say "so clearly" or "quite frankly"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does management use the phrase "we believe" at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Speaker says "we don't guide" on anything.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CFO use the word "quarter" at least ten times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any speaker say "thank you" more than five times in total?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "macro" or "macroeconomic" appear at least twice in the call?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the transcript contain the word "typically" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive state they will "come back to" a question or follow up later?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does management thank analysts for their questions at any point during Q&A?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Speaker admits being surprised by anything.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker use the phrase "going forward"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the phrase "going forward" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "stability" or "stable" when describing demand?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Word "normal" used about demand.
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an executive say "stay tuned" or "more to come"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does management describe a cost program, restructuring, or efficiency initiative by a proper name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CFO's prepared section mention interest expense by name or figure?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "volatility" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Executive mentions a hobby or personal anecdote.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "pipeline" appear without a dollar figure attached?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the phrase "the macro" or "macro environment" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the phrase "our team" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive say "great question" or "good question" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any speaker say "we remain" followed by an adjective?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does management thank analysts by name when responding?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Is the word "flexibility" or "flexible" used at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone say "takeaway," "take out," or "take rate"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Analyst compliments the team before asking a question.
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use "we're" where "we are" could substitute, more than twenty times overall?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any analyst reference the CEO or CFO by first name?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "obviously" at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone use the word "pipeline" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone say "moving on" or "let me turn it over" during prepared remarks?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an analyst ask a question starting with "just"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone say "headwind" or "headwinds" more than once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst use the phrase "to clarify"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any executive use the phrase "year over year" at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive cite a conversation with a customer, partner, or employee as evidence?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any question go to a named executive other than the CEO or CFO?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive say "to be clear" or "let me be clear"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone mention a competitor by name without being prompted?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Is there a question that management declines to answer directly, citing timing or disclosure constraints?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any question explicitly reference the company's prior guidance or outlook?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "next question" or does the operator use the word "final" before the last question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "invest" or "investment" appear at least five times in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the CFO handle a strategic question instead of a financial one?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst flatter management within their first sentence of speaking?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an analyst ask two questions when told to ask only one?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone use the phrase "underlying" to modify a business metric?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "excited" or "pleased" at least twice in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "guidance" appear in the prepared remarks (not just Q&A)?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is the word "margin" used with a number attached (e.g., "400 basis points")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the transcript contain the word "record" preceding a noun (e.g., "record margin")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive answer a question by citing a competitor's actions?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "macro" or "macroeconomic" appear in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "challenges" appear more than once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the CEO begin an answer with "look" or "listen"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "inflation" appear anywhere in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is there a pause or silence acknowledged on the call ("I think we lost you")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive name a specific competitor during the call?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "challenges" appear at least three times in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "we don't break that out" in response to a question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone describe a metric as "noisy" or "lumpy"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive mention a specific number of percentage points when discussing market share?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does a speaker correct a figure they themselves just stated?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CEO refer to a competitor by name rather than "competition" or "peers"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the CEO mention their own tenure or years of experience unprompted?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone use the phrase "the team" when taking ownership would be natural?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone blame weather, holidays, or calendar quirks unprompted?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone cite a personal anecdote involving a customer conversation?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "a little bit"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Is the CFO the speaker for at least one analyst question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "guidance" appear in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "we're excited" or "we are excited"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "dividend" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Is the word "invest" or "investment" used more than twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "invest" or "investment" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone cite a percentage of revenue from a specific segment?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "challenge" or "challenging" appear at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone describe cutting discretionary spending like travel or hiring?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the phrase "year over year" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "liquidity" appear at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the transcript mention refinancing, maturity dates, or debt coming due?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone mention selling assets, real estate, or equipment to raise cash?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone reference "the macro" or "macro environment"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the word "capacity" mentioned?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "our customers" rather than naming a customer?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the transcript include a question about interest expense or debt service?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "working capital" appear in a context other than a seasonality excuse?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does management thank analysts at any point?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone reference borrowing from a bank or drawing on a credit facility?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "cost" appear in the first ten sentences of prepared remarks?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an executive say "we remain confident" or similar?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone mention covenants, amendments to loan documents, or lender conversations?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone say "with that" or "that said" to pivot?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive open their first answer by thanking the analyst?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst's question include the word "capex" or "cash flow"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "headline" or "headwinds" appear at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "core" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst's turn contain the word "congratulations"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst ask a question containing "how" and also "why"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any executive say "as we mentioned" or "as I mentioned" at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Are there more than eight analyst questioners?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst's question include a percentage figure?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst's question contain the word "guidance"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CFO's prepared remarks exceed 1,000 words?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any speaker say "if you look at"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CEO personally answer the first question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the phrase "tailwind" or "tailwinds"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does management use the phrase "balance sheet" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the CEO make closing remarks after the Q&A ends?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker say "structurally" or "secular"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the operator say "our next question" two or more times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the final questioner get an explicit closing acknowledgment from the operator ("last question" or similar)?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the phrase "business as usual" or "as expected" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an analyst preface a question with "quick" or "quickly"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive state a specific numeric percentage when answering a question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "in terms of" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is there a question that clearly annoyed the executive, visible in the reply's abruptness?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "guidance" appear in the Q&A section?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "strong" appear more than five times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "thank you" appear more than ten times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst ask a question containing the word "margin"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does management use the word "guidance" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "thank you" appear at least ten times anywhere in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive begin an answer by restating the analyst's name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any analyst ask about capital allocation or share repurchases?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "challenge" or "challenging" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "opportunity" or "opportunities" appear more than three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is there a villain—market conditions, regulation, currency—that behaves consistently across the call?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "challenging" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "certainly" appear at least once in management's answers?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask a personal, warm, or congratulatory question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "capital" appear at least five times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst ask a question the prepared remarks already answered?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "quarter" appear at least twenty times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any single analyst ask more than two questions during the whole call?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "on a year-over-year basis" or "year over year" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is the word "headwinds" or "tailwinds" used?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "margin" appear at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is the word "confidence" or "confident" spoken by any executive?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone use the phrase "call it" or "let's call it" before an estimate?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the phrase "going forward" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "coming back" or "circling back" to take a follow-up?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "inflation" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any executive say "we believe" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does management use the phrase "going forward"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone use the word "robust"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker use the phrase "if you will" or "so to speak"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any speaker say "appreciate" at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone use the phrase "at the end of the day"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone tell a self-contained anecdote with a beginning, middle, and end?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive use the phrase "our team"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the transcript contain a silence, pause, or "we'll come back to that" that never resolves?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone describe a customer, employee, or competitor as a named character with a motive?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any executive say "we're pleased" or "I'm pleased"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is there a moment of modesty—someone crediting luck or timing?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "on a year-over-year basis"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Is the word "excited" or "exciting" used by management at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "just" five or more times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any question begin with "Can you" or "Could you"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "quick" or "quickly" appear in three or more analyst questions?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an analyst ask for guidance on a metric management did not offer unprompted?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is there a question about capital allocation (buybacks, M&A, debt, or dividends)?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst use the word "clarify" or "clarification"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "obviously" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does management refer to a prior call or prior quarter's commentary when answering?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone use the word "actually" at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive begin an answer with "Look," or "So,"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "challenging" or "challenges" appear at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the operator run out of queued questions and close early?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any analyst apologize or preface with "sorry" before asking?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is the word "excited" used by the CEO more than the word "confident"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker use the phrase "the right" before a noun ("the right team," "the right decisions")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "guidance" appear more than five times in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "tailwind" or "headwind" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any analyst's question begin with a compliment or congratulation?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst apologize before or during their question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Are there more questions about revenue than about costs?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "challenging" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any speaker use the phrase "on a" four or more times total (e.g., "on a constant currency basis")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any executive answer begin with "Sure" or "Yes" followed by a comma?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone say "from a ... perspective" (e.g., "from a margin perspective")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive say "we're not going to" in response to a question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does management decline to answer by citing a future event ("we'll address that in..." or "at our upcoming...")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "quarter" appear at least 20 times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is there a mention of "FX," "currency," or "foreign exchange"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any executive say "that's right" or "that's correct" to an analyst?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "leverage" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is the word "leverage" used at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does management use the word "headwinds" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any speaker say "great question" or thank the analyst before answering?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone attribute results to "the team" rather than to strategy?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker say "going forward"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any analyst begin their question with "congratulations"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst thank management at the end of their turn?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone describe the future with "We believe" more than "We expect"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does a speaker say "normal" or "normalized" about conditions that predate any disruption mentioned?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Is the word "momentum" used without a stated metric attached to it?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "macro" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does management use the word "solid" at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is there an analogy to a machine, engine, or flywheel?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the word "visibility" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the phrase "base case" or "scenario" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "we take that seriously" or "we're very focused on"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the phrase "to your point" or "as you mentioned" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the operator say "thank you" more than three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management mention a specific competitor by name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management say "the team" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "fundamentally" appear at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "ahead of" precede any mention of guidance or expectations?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the phrase "on a year-over-year basis"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any single speaker say "right?" as a tag question at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does management use the phrase "on a consistent basis" or "consistently"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does a speaker begin a sentence with "To be honest" or "To be clear"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does management use the phrase "strategic" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker describe a business unit as "healthy"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the word "fundamentals"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "resilient" or "resilience" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the operator mention a queue or "next question" more than three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask a follow-up after their initial answer ("follow-up", "second one", "just one more")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst ask a question containing the word "why"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "if you look at" before citing a number?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "last question" or "final question" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "clearly" appear anywhere in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CEO speak first among named executives in the Q&A?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "headwind" or "headwinds" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the CFO mention a specific percentage greater than ten?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the phrase "going forward" appear at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "team" appear at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "confident" appear in any executive's remarks?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst thank management at the start or end of their turn?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the CEO use the word "incredibly" at any point?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive use the word "team" to refer to company personnel?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone say "to your point" when answering a question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any executive say "with that" to transition between speakers or topics?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "transformation" or "transformational" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "moving on" or "next question" themselves?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the word "hedging" or say "to hedge"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any analyst identify themselves with a two-part introduction (name and firm)?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "talent" appear at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the word "capacity" used more often about factories than about people?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive confess to having too much of something physical somewhere?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Is a supplier or vendor mentioned by name at any point?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any executive blame weather, season, or geography for a shipment or delivery issue?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
Archived AI reasoning
Earlier Artul research experiments on TTWO calls. Open a question to read the model's original reasoning.
NO Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development — compa
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer only YES or NO. Need evaluate both gates. Let's analyze transcript. Gate 1: Positive current development with Q&A adding more concrete operating detail than prepared remarks. Main positive developments: Red Dead Redemption 2 launch success, NBA 2K19 recurrent consumer spending, GTA Online. Q&A probes: cannibalization, marketing, Red Dead sales breakdown, NBA units vs RCS, Red Dead Online, Social Point, capital allocation, etc. Need see if management answers add fresh specifics. Prepared remarks already gave: RDR2 sold-in 17 million units, biggest opening weekend $725M, 97 Metacritic, etc. NBA 2K19 RCS up 70%, metrics double digits. Q&A: On NBA units, Karl says units down modestly vs 2018, higher number of consumers who bought 2K18 continue engaged, not converted, competitive dynamics. That's explanation of weakness, not positive development detail. On RDR2, Strauss says selling great everywhere, no cannibalization, no specifics. On Red Dead Online, no details. On Social Point, no specifics. On capital allocation, general. Q&A mostly repeats or deflects. No multiple exchanges with additive concrete operating details. So Gate 1 likely NO. Gate 2: Main positive development is RDR2 launch and NBA 2K RCS. Engine? RDR2 is company-created product, so yes. But Gate 1 fails. Need answer NO. Final: NO.
The user wants me to evaluate the earnings call transcript against two gates. Let me analyze carefully. **Gate 1 — Original Signal:** The question asks whether there's a positive, current development in the company's business that the Q&A discussion produces MORE concrete operating detail about than the prepared remarks contained. Let me look at the positive developments mentioned: - NBA 2K17 launch success - Grand Theft Auto V and GTA Online performance - Mafia III launch - Civilization VI launch - BioShock: The Collection Now, in the Q&A, let me check what analysts asked about and whether management added new concrete detail: 1. Justin Post asked about NBA 2K ratings and Mafia reviews, and about sustainability of earnings. Management's answer about NBA 2K was essentially restating what was in prepared remarks (strongest launch, record first week sell-in, 160% increase in virtual currency sales — all already in prepared remarks). On Mafia, they discussed reviews being lower than expected but consumers loving it — this is somewhat defensive, not adding new operating detail. 2. Mike Olson asked about Red Dead 2 monetization and GTA Online growth. Management said GTA Online grew year-over-year (already stated in prepared remarks) and declined to give specifics on Red Dead monetization. 3. Eric Handler asked about marketing costs and Civilization Online in Korea. Management said marketing costs weren't specifically in Q4, and Karl discussed Civ Online being suspended in Korea with plans to bring it to Taiwan, Hong Kong, Macau, and China. This is somewhat new detail but it's about a game being suspended, not a positive development going well. 4. Brian Fitzgerald asked about WWE Season Pass. Management said they don't share specifics on Season Pass adoption. 5. Doug Creutz asked about remasters (BioShock). Management said potentially yes, but nothing specific to announce. 6. Mike Hickey asked about GTA Online moderation and player counts. Management said they expect moderation, didn't give player counts. 7. San Phan asked about higher-priced SKUs for NBA. Management gave a general answer about delivering value to consumers.
NO Delivery mode: the call is about executing a specific step-up already in hand, not about winning it
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer only YES or NO. Need evaluate transcript. Need determine if management devotes energy to explaining how company will deliver on specific step-up in business already in hand/beginning, concrete new level activity, execution mode. Need use only transcript. We need parse call. Company Take-Two Q2 FY2017. They discuss results, launches: NBA 2K17, Mafia III, Civilization VI, WWE 2K17, BioShock collection, GTA V/Online recurrent spending. They raise bookings outlook. But question asks: Does management devote energy to explaining HOW COMPANY WILL DELIVER ON A SPECIFIC STEP-UP IN BUSINESS THAT IS ALREADY IN HAND OR ALREADY BEGINNING — concrete new level of activity (major contract/program ramping, new facility/capacity, product/launch shipping at scale, customer relationship moving bigger phase, committed orders) already secured/started/committed — discussion centered on practical work executing it: ramping production, hiring/training, sequencing deliveries, onboarding customers, scaling operations, meeting timeline? Need answer YES if both: (1) specific identifiable step-up in future activity already won/committed/beginning, presented as real event ahead, meaningful relative to current size; (2) management posture execution mode: questions/detail about mechanics, pace, readiness, milestones of delivering step-up, rather than persuading demand exists. NO if primarily winning demand, pipeline, market size, hoped-for opportunities not committed; routine ops no identifiable step-up; aspirational; small; delays; analyst only. Transcript: Management discusses launches that have occurred and are shipping: NBA 2K17 launched, Mafia III launched, Civilization VI launched, WWE 2K17 launched, BioShock collection, Carnival VR. They discuss holiday season, fiscal 2018 Red Dead Redemption 2 planned fall 2017. They raise bookings outlook. But is the call about execution of a step-up? It's an earnings call reporting results and outlook. They discuss "outstanding results", "strong holiday season", "fiscal 2018 poised to be another strong year", "Red Dead Redemption 2 highly anticipated launch". But do they discuss practical work of executing? Not really. They mention launches, sell-in, reviews, recurrent consumer spending, financial outlook. No discussion of ramping production, hiring, onboarding, supply chain, milestones.
NO Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to determine if there is a positive, current development in the company's business where the Q&A discussion produces more concrete operating detail than the prepared remarks. The prepared remarks mention strong performance of NBA 2K17, GTA V and GTA Online, recurrent consumer spending, digital bookings, etc. In Q&A, analysts ask about various things. Let's see if any development gets additive detail. Analysts ask about: NBA 2K ratings and Mafia reviews, sustainability of earnings, Red Dead 2 monetization, GTA Online growth, marketing costs, Civ Online, Season Pass adoption, re-masters, GTA Online player count, fiscal 2018 slate, new IP, limited editions. Management responses: For NBA 2K, they reiterate strong launch, record first week, 160% increase in virtual currency sales. That's already in prepared remarks. For Mafia, they mention first week sell-in 4.5 million units, which is in prepared remarks. They also discuss reviews being lower but consumers love it. No new specifics. For GTA Online, they say year-over-year growth, but no new numbers. For Red Dead 2, they say there will be online component but no monetization details. For Civ Online, they say suspended in Korea, plans to bring to other regions. That's a negative/plan, not current positive. For Season Pass, no specifics. For re-masters, they say potentially yes but nothing to announce. For GTA Online player count, they decline to give metrics. For fiscal 2018, they say early to give insight. For new IP, they say it's part of strategy but no specifics. For limited editions, they talk about over-delivering but no specifics. The Q&A does not seem to produce more concrete operating detail than prepared remarks. Management often repeats or deflects. There is no single development where multiple exchanges add new specifics. The only possible is NBA 2K but they just repeat. So answer NO. Thus answer is NO.
NO Small reported base, oversized already-contracted forward commitments
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to answer YES or NO based on the transcript. The question asks: does management describe future business that counterparties have already committed to the company (signed contracts, firm orders, etc.) that is large relative to current reported level of business, with conversion within about a year? Management's own words must convey all three conditions. Looking at the transcript: management discusses upcoming releases like Mafia III, Civilization VI, etc. They talk about bookings growth, but these are product launches, not committed orders from counterparties. There is no mention of signed contracts, firm orders, backlog, or committed volumes. The discussion is about expected sales based on demand, marketing, etc. For example, they mention "we expect total bookings to grow" and "we are raising our bookings outlook" but that's based on their own projections, not committed business. There is no mention of counterparties committing to purchase. Also, they discuss Red Dead Redemption 2 for fiscal 2018, but that's a future release, not committed orders. The question specifically asks about "future business that counterparties have already committed to the company" - that would be like pre-orders or contracts, but the transcript doesn't mention any such commitments. Management talks about "sell-in" and "bookings" but those are actual sales, not commitments. So the answer is NO. Thus, answer NO.
NO Stale terms, scheduled reset: the existing book is priced for a world that has moved on
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to answer YES or NO based on the transcript. The question asks whether management describes that a meaningful portion of existing business is still carried at prices/rates/terms set in the past that are now below current market conditions, and that this existing business is coming up for repricing/renewal/reset on a schedule management can see, so that economics improve as those older terms roll off, without needing new customers/demand. We need to look for any mention of such a situation. The transcript discusses bookings, revenue, deferrals, etc. There is no mention of leases, contracts, hedges, pricing resets, or anything like that. The discussion is about game sales, digital content, recurrent consumer spending, etc. There is no mention of existing business being repriced upward due to past terms being below current market. The only thing about pricing is maybe about higher-priced SKUs for NBA, but that's about new editions, not existing book. Also, the company talks about deferrals of revenue, but that's accounting, not repricing. Thus, the answer is NO.
NO Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development — broad
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer only YES or NO. Need evaluate both gates. Let's analyze transcript. Gate 1: positive current development, Q&A adds concrete operating detail beyond prepared remarks. Main positive developments: NBA 2K17 strong launch, GTA Online growth, Mafia III, Civilization VI, BioShock collection. Q&A: analysts ask about NBA ratings, Mafia reviews, Red Dead monetization, GTA Online growth, Season Pass, remasters, GTA player count, digital content. Management mostly repeats or gives generalities. No substantial new operating specifics in Q&A. For example GTA Online: "performing great year-over-year" no new numbers. Mafia: no new details. So Gate 1 NO. Gate 2 also likely NO because no broad granular detail. So answer NO.
NO New leadership already changing what the company does, with early results showing
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer YES or NO. Need analyze transcript. Question: Is company being led by leadership relatively new to role (CEO/operating chief within last year) AND does leadership describe concrete changes already made with early real results? Use only transcript. Transcript: Take-Two Q2 2017 earnings call. Executives: Henry Diamond, Strauss Zelnick (Chairman and CEO), Karl Slatoff (President), Lainie Goldstein (CFO). No indication of new leadership. Strauss Zelnick has been CEO for long time (since 2007). No mention of new CEO or changes in leadership. They discuss results, releases, but no leadership change. So answer NO.
These archived questions are separate from the newer 500-check scan above.
TTWO call history
Open a quarter only when you want its detailed evidence.
B+ Q3 2026 · Strong call · 2026-02-03Management raised guidance against accelerating demand and expanding margins. The delivery was unusually candid, rich in specifics, relaxed under questioning.
B+ Q2 2026 · Strong call · 2025-11-27Management raised guidance against accelerating demand and expanding margins. The delivery was unusually candid, rich in specifics, promotional in tone.
View the 20 core call-quality checks
B+ Q1 2026 · Strong call · 2025-08-07Management raised guidance against accelerating demand and expanding margins. The delivery was unusually candid, rich in specifics, relaxed under questioning.
View the 20 core call-quality checks
C Q4 2025 · Caution · 2025-05-15Management held guidance steady against accelerating demand and contracting margins. The delivery was rich in specifics, promotional in tone.
View the 20 core call-quality checks
C Q3 2025 · Caution · 2025-02-06Management held guidance steady against mixed demand signals. The delivery was unusually candid, rich in specifics, promotional in tone.
View the 20 core call-quality checks
C Q2 2025 · Caution · 2024-11-06Management held guidance steady against steady demand and expanding margins. The delivery was rich in specifics, promotional in tone.
View the 20 core call-quality checks
C+ Q4 2024 · Mixed call · 2024-05-16Management raised guidance against accelerating demand and contracting margins. The delivery was rich in specifics, promotional in tone.
View the 20 core call-quality checks
View 34 earlier calls
| Call | Date | Grade | Guidance | Demand | Margins | Candor | Evasion |
|---|---|---|---|---|---|---|---|
| Q3 2024 | 2024-02-08 | D | lowered | mixed | unclear | 7/9 | 3/9 |
| Q2 2024 | 2023-11-08 | C | maintained | stable | contracting | 6/9 | 4/9 |
| Q1 2024 | 2023-08-08 | C | maintained | mixed | contracting | 6/9 | 4/9 |
| Q4 2023 | 2023-05-17 | C | maintained | mixed | expanding | 7/9 | 5/9 |
| Q3 2023 | 2023-02-06 | D | lowered | mixed | contracting | 8/9 | 2/9 |
| Q2 2023 | 2022-11-07 | D | lowered | mixed | contracting | 7/9 | 4/9 |
| Q1 2023 | 2022-08-08 | D | lowered | slowing | contracting | 7/9 | 4/9 |
| Q4 2022 | 2022-05-16 | C | maintained | stable | contracting | 6/9 | 4/9 |
| Q3 2022 | 2022-02-07 | B+ | raised | stable | expanding | 7/9 | 3/9 |
| Q2 2022 | 2021-11-04 | C+ | raised | stable | contracting | 6/9 | 4/9 |
| Q1 2022 | 2021-08-02 | C+ | maintained | stable | contracting | 7/9 | 4/9 |
| Q4 2021 | 2021-05-18 | C | lowered | slowing | contracting | 7/9 | 5/9 |
| Q3 2021 | 2021-02-08 | C+ | raised | accelerating | expanding | 6/9 | 5/9 |
| Q2 2021 | 2020-11-06 | B+ | raised | accelerating | expanding | 7/9 | 3/9 |
| Q2 2020 | 2020-11-05 | B | raised | accelerating | stable | 6/9 | 4/9 |
| Q1 2021 | 2020-08-03 | C+ | raised | accelerating | expanding | 6/9 | 5/9 |
| Q4 2020 | 2020-05-21 | B | maintained | accelerating | stable | 7/9 | 5/9 |
| Q3 2020 | 2020-02-06 | C+ | raised | mixed | contracting | 7/9 | 5/9 |
| Q2 2020 | 2019-11-07 | B+ | raised | accelerating | expanding | 7/9 | 2/9 |
| Q1 2020 | 2019-08-05 | A | raised | accelerating | stable | 7/9 | 4/9 |
| Q4 2019 | 2019-05-13 | C | maintained | mixed | contracting | 6/9 | 5/9 |
| Q3 2019 | 2019-02-06 | C+ | raised | accelerating | stable | 6/9 | 4/9 |
| Q2 2019 | 2018-11-07 | C+ | raised | accelerating | expanding | 6/9 | 5/9 |
| Q1 2019 | 2018-08-02 | C+ | raised | accelerating | stable | 6/9 | 5/9 |
| Q4 2018 | 2018-05-16 | C | maintained | stable | contracting | 6/9 | 5/9 |
| Q3 2018 | 2018-02-07 | B | raised | accelerating | expanding | 6/9 | 4/9 |
| Q2 2018 | 2017-11-07 | C+ | raised | accelerating | contracting | 6/9 | 5/9 |
| Q1 2018 | 2017-08-02 | B+ | raised | accelerating | expanding | 6/9 | 4/9 |
| Q4 2017 | 2017-05-23 | D | maintained | stable | expanding | 5/9 | 6/9 |
| Q3 2017 | 2017-02-07 | B | raised | accelerating | expanding | 6/9 | 4/9 |
| Q2 2017 | 2016-11-02 | C+ | raised | accelerating | contracting | 6/9 | 4/9 |
| Q1 2017 | 2016-08-04 | A | raised | stable | contracting | 8/9 | 2/9 |
| Q4 2016 | 2016-05-18 | C | lowered | mixed | expanding | 7/9 | 3/9 |
| Q3 2016 | 2016-02-03 | C+ | raised | accelerating | expanding | 6/9 | 5/9 |