We need to determine if management describes that the company's own commercial effort has shifted from persuading buyers to provisioning them. That is, is the practical work of the business now about getting more of its offering into the hands of buyers who have already decided, rather than convincing buyers to decide? Let's analyze the transcript. The call is about Q1 2017 earnings (though the title says Q1, but the content says fiscal 2017 third quarter, so it's Q3). Management discusses sales growth, acquisitions, and operational excellence. They mention that sales per day improved, and they are increasing guidance. They talk about the acquisition of Sentinel Fluid Controls. They discuss inventory reductions, SD&A expenses, and tax rates. They talk about upstream oil and gas sales increasing 51% year-over-year, and they expect stable sales per day run rate. They discuss fluid power businesses growing 14%. They talk about broad-based growth across industries. Now, the question: Does management convey that the practical work of the business right now is figuring out how to get more of its offering into the hands of buyers who have already decided, rather than convincing buyers to decide? That is, is the constraint on growth getting product built, delivered, installed, etc., rather than getting it sold? Are they discussing how to supply demand that already exists? Looking at the transcript, management talks about sales growth, but they don't explicitly say that demand is not the issue. They talk about inventory reductions, which might be about efficiency, but not necessarily about provisioning. They talk about acquisitions to expand capabilities. They talk about operational excellence. They mention that they expect fourth quarter sales to increase 6-8% over prior year. They talk about the oil and gas sector seeing a rebound. They talk about fluid power businesses growing. They talk about their sales per day rates improving. But do they describe that the challenge is now about getting product to customers who have already decided? They don't mention any capacity constraints, lead times, or difficulty in fulfilling orders. They don't say that they are struggling to keep up with demand. They don't talk about the sales organization's job changing from opening doors to handling volume. They don't mention that customers are asking for more than they can supply.
Applied Industrial Technologies, 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.
- Does the operator announce more than five questioners?
- Is there a questioner from an investment bank other than the first three analysts who ask questions?
- Are there more than ten analyst questions in total?
- Does the operator mention a queue or "next question" more than three times?
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
Jan 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.
YES Does the CEO answer a question personally after another executive initially responds?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker use the phrase "if you look at" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does any analyst say "congrats" or "congratulations" to management?
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 "scale" or "scaling" used as a verb?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an analyst ask a question beginning with a number ("two questions", "three quick ones")?
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 say "thank you" before asking their question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst name two or more executives when asking their 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 the word "outperform," "outperformance," or "beat" 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 say "the environment" when describing market conditions?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive use the word "momentum" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive begin an answer with "Great question," "Thanks," or "Appreciate"?
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 "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.
YES Does any speaker say "with that" as a transition phrase?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does any speaker say "operator" aloud 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.”
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.
NO Does anyone use the phrase "as you know" to introduce a claim?
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 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.”
YES Does anyone describe a negotiation currently in progress?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does the operator announce more than ten questioners 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.”
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.”
NO Does the word "aggressive" or "aggressively" 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 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.”
YES Does the CFO use the word "sequential" or "sequentially" at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "with that" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does anyone use the phrase "early days"?
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 "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.”
NO Does anyone use the phrase "to be honest" or "frankly"?
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 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.”
YES Does anyone on the call interrupt a colleague mid-sentence?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does someone use a personal anecdote rather than a metric to justify confidence?
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 "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.
NO Does anyone use the phrase "a couple of"?
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 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.
YES Does an executive use the phrase "we're seeing" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does management use the word "confident" or "confidence" 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 "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.
NO Do two or more analysts from the same firm ask 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 anyone use the phrase "moving forward" or "go forward"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does any analyst ask a question phrased as "Can you talk about" or "Can you speak to"?
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 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.
NO Does any analyst ask a question containing an explicit comparison to a competitor company?
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 "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.
YES Does any question contain the word "why"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does any executive begin an answer by restating the analyst's name?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does the CEO answer the first analyst question personally?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does the transcript contain the word "margin" more than ten times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does the phrase "if I may" or "if I could" 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 executive say "let me" 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 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.”
YES Does management use the word "momentum" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Does the word "seasonality" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone use the word "robust" to describe demand, growth, or the pipeline?
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 "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.”
NO Does anyone say "we remain confident" or "we are confident"?
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 "thank you" immediately after finishing an answer?
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 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.
NO Does any analyst ask about a specific geographic region or market?
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 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.
NO Does an executive say "we'll come back to that" or defer an answer to 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 anyone say "thank you" three or more times in the Q&A section?
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 use the phrase "free cash flow" 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 "momentum"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the CEO mention at least one specific customer segment by name (e.g., "enterprise")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the phrase "take your question" or "take the 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.”
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.
NO Does management reference "the macro environment" or "macroeconomic" 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 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.
YES Does any prepared remark mention "headwinds" or "tailwinds"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "with that, I'll turn it over"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does an executive decline to answer, citing that something will come later or is not disclosed?
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 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.
NO Does anyone say "thank you" at least ten 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 an executive use the phrase "if you look at" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst begin their question with "Hi" or "Hello" as a greeting?
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 excited about" without naming a number?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an analyst reference a peer company's results or valuation?
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 "just to clarify" or "just to be clear"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does management use the word "headwind" or "headwinds"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker use the word "tailwind" or "tailwinds"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker use the word "momentum"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "investments" appear in the context of margins or costs?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does an executive say "great question" or "thanks for the 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 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.
NO Does anyone say "thank you" at least ten times 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 phrase "thank you for taking my question" or "thanks for taking my 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 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.
YES Does any speaker use the phrase "moving on" or "with that" to transition between topics?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Someone uses the word "honestly," "frankly," 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 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.
NO Does the transcript contain the word "certainly" three or more 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 anyone begin an answer by restating or paraphrasing the analyst's name?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an analyst reference a competitor by name during their 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 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.”
YES Does the word "seasonality" or "seasonal" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO The phrase "as you know" appears 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 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.”
NO Does an executive say "thank you" to the analyst before 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 speaker say "great question" or similar praise of 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 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.
NO Does management say "we are not going to comment on" or equivalent refusal language?
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 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.
YES Does any analyst mention the word "margin" in their first question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Executive uses the word "excited" more than 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 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.
NO Does any analyst ask a two-part question signaled by "and also" or "and secondly"?
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 begin with a compliment, such as "great quarter" or "congrats"?
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 "we said" when recalling prior statements?
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 turn with "thanks" or "thank you"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "headwind" or "tailwind" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "synergies" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst address a question to two or more executives 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 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.”
NO Does an executive say "as I mentioned" or "as we said" 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 CEO open the call before any analyst questions by mentioning the macro environment?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Is the word "automation" or "productivity" used at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Is the phrase "a number of" used 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 "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.”
YES Does the word "momentum" appear at least twice in prepared remarks?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is the phrase "on a constant currency basis" or similar currency adjustment used?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst's question include the phrase "just to clarify"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Speaker says "we don't guide" on anything.
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 use the word "quarter" at least ten times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does the word "macro" or "macroeconomic" appear at least twice in the call?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the transcript contain the word "typically" 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 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.”
NO Does management thank analysts for their questions at any point during 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 Speaker admits being surprised by anything.
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 "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.”
YES Word "normal" used about demand.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive say "stay tuned" or "more to come"?
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 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.”
YES Does the CFO's prepared section mention interest expense by name or figure?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Executive mentions a hobby or personal anecdote.
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 "pipeline" appear without a dollar figure attached?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "the macro" or "macro environment" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Is the word "flexibility" or "flexible" 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.”
YES Does anyone say "takeaway," "take out," or "take rate"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Does any speaker use "we're" where "we are" could substitute, more than twenty times overall?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst reference the CEO or CFO by first 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 say "obviously" at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone use the word "pipeline" 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 anyone say "moving on" or "let me turn it over" during prepared remarks?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does anyone say "headwind" or "headwinds" more than once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst use the phrase "to clarify"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does any question go to a named executive other than the CEO or CFO?
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 "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.”
NO Is there a question that management declines to answer directly, citing timing or disclosure constraints?
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 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.
YES Does the word "invest" or "investment" 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 the CFO handle a strategic question instead of a financial one?
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 flatter management within their first sentence of speaking?
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 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.
YES Is the word "margin" used with a number attached (e.g., "400 basis points")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does the CEO begin an answer with "look" or "listen"?
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 "inflation" appear anywhere in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Does anyone describe a metric as "noisy" or "lumpy"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does the CEO mention their own tenure or years of experience unprompted?
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 "the team" when taking ownership would be natural?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone blame weather, holidays, or calendar quirks unprompted?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone cite a personal anecdote involving a customer conversation?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone use the phrase "a little bit"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does the word "dividend" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does the word "challenge" or "challenging" 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 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.”
YES Does the transcript mention refinancing, maturity dates, or debt coming due?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Does anyone reference "the macro" or "macro environment"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is the word "capacity" mentioned?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone use the phrase "our customers" rather than naming a customer?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the transcript include a question about interest expense or debt service?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "working capital" appear in a context other than a seasonality excuse?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does management thank analysts 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.”
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.”
YES Does the word "cost" appear in the first ten sentences of prepared remarks?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive say "we remain confident" 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 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.
NO Does an executive open their first answer by thanking the analyst?
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's question include the word "capex" or "cash flow"?
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 "headline" or "headwinds" appear at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does an analyst's turn contain the word "congratulations"?
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 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.
NO Are there more than eight analyst questioners?
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 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.
YES Does the CFO's prepared remarks exceed 1,000 words?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does the CEO personally answer the first question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker use the phrase "tailwind" or "tailwinds"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does any speaker say "structurally" or "secular"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does an analyst preface a question with "quick" or "quickly"?
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 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.
NO Does the phrase "thank you" appear 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 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.
NO Does the phrase "thank you" appear at least ten times 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.”
YES Does an executive begin an answer by restating the analyst's name?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does the word "challenge" or "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 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.
YES Is there a villain—market conditions, regulation, currency—that behaves consistently across the call?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does the word "certainly" appear at least once in management's answers?
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 ask a personal, warm, or congratulatory 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 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.
YES Is the word "headwinds" or "tailwinds" used?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Does the word "inflation" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does anyone use the word "robust"?
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 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.”
NO Does anyone tell a self-contained anecdote with a beginning, middle, and end?
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 "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.”
YES Does anyone use the phrase "on a year-over-year basis"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is the word "excited" or "exciting" used by management 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 "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.”
NO Does an analyst ask for guidance on a metric management did not offer unprompted?
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 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.
NO Does anyone use the word "actually" 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 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.
YES Does any speaker use the phrase "the right" before a noun ("the right team," "the right decisions")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does the word "tailwind" or "headwind" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst's question begin with a compliment or congratulation?
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 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.
YES Does any executive answer begin with "Sure" or "Yes" followed by a comma?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does management decline to answer by citing a future event ("we'll address that in..." or "at our upcoming...")?
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 "quarter" appear at least 20 times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is there a mention of "FX," "currency," or "foreign exchange"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any executive say "that's right" or "that's correct" to an analyst?
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 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.
YES Does management use the word "headwinds" at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker say "great question" or thank the analyst before answering?
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 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.”
NO Does any analyst begin their question with "congratulations"?
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 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.”
YES Does a speaker say "normal" or "normalized" about conditions that predate any disruption mentioned?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does the word "macro" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Is the phrase "to your point" or "as you mentioned" used at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Does management say "the team" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Does management use the phrase "on a year-over-year basis"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any single speaker say "right?" as a tag question 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 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.”
NO Does the word "resilient" or "resilience" 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 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.
YES Does any analyst ask a question containing the word "why"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "if you look at" before citing a number?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does the word "clearly" 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.”
YES Does the CEO speak first among named executives in the Q&A?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "headwind" or "headwinds" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does the word "confident" appear in any executive's 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 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.
NO Does the CEO use the word "incredibly" 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 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.
YES Does anyone say "to your point" when answering a question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive say "with that" to transition between speakers or topics?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Is the word "capacity" used more often about factories than about people?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Is a supplier or vendor mentioned by name 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 any executive blame weather, season, or geography for a shipment or delivery issue?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
Archived AI reasoning
Earlier Artul research experiments on AIT calls. Open a question to read the model's original reasoning.
NO Compounding order flow: the same customers keep coming back bigger, and the company is quietly widening the funnel behin
Original model output from the research archive. It may be verbose or include the model's working notes.
NO Escape velocity out of a small base: management describes the business compounding at a rate its own size cannot absorb
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to determine if management describes the company as being at a point where the rate of accumulation has become the dominant fact, with multiples and small base. Let's analyze the transcript. The call is about Applied Industrial Technologies, a distributor. They discuss sales growth, acquisitions, oil and gas recovery, etc. Management talks about sales per day increases, organic growth, etc. They mention "three consecutive quarters where our sales per day rates have increased" for upstream oil and gas. They also mention "51% increase in sales" for upstream oil and gas compared to prior year. But is that a multiple? 51% is not a multiple like doubled or tripled. They also mention "18.8% increase" sequentially. That's not a multiple. They talk about fluid power businesses segment sales increase of 14% year-over-year. That's not a multiple. They mention "double-digit percentage sales increases" for fluid power in US and Mexico. Not a multiple. They talk about acquisitions, but that's not the main theme. The question asks: does management describe the company as being at a point where the RATE at which its business is accumulating has become the dominant fact — that is, does management convey that the company keeps having to describe itself in terms of MULTIPLES OR REPEATED DOUBLINGS of its own recent past rather than in terms of incremental progress, and that this compounding is happening off a base management treats as still small? We need to see if management uses multiples like "doubled", "tripled", "several times", "up from almost nothing", etc. In the transcript, I see no such language. They talk about percentage increases, but not multiples. They talk about "51% increase" which is not a multiple. They talk about "14% increase" etc. They also talk about "sales per day" improvements. They don't say "we've doubled our sales" or "we're seeing three times the orders". They also don't treat the base as small. They are a large company with $679 million quarterly sales. They talk about acquisitions and growth, but it's conventional. The only possible multiple-like phrase is "three consecutive quarters" but that's not a multiple. Also "18.8% increase" is not a multiple. Management does not reach for multiples. They describe growth in ordinary incremental terms. So answer NO.
NO Identified near-term contributors not yet in the reported numbers
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 solely on the transcript. The question asks: does management point to SPECIFIC, IDENTIFIED sources of additional business that are ALREADY SECURED OR ALREADY IN MOTION but have contributed LITTLE OR NOTHING to the results just reported — and indicate that their contribution is expected to BEGIN OR RAMP WITHIN ROUGHLY THE NEXT YEAR, so that the reported numbers understate the business the company has already put in place? Look for specific named items: acquisitions, new facilities, signed contracts, new customers, etc. The transcript mentions: - Acquisition of Sentinel Fluid Controls (recent acquisition). It says: "We are pleased with our recent acquisition of Sentinel Fluid Controls, a distributor of hydraulic and lubrication components, systems and solutions. The addition of Sentinel complements and enhances the applied fluid power and network of companies..." This acquisition closed recently, so it likely contributed little or nothing to the reported quarter (since it's "recent" and the quarter already includes some acquisition impact? Mark said acquisitions had a positive impact on sales of 0.4% during the quarter. So Sentinel might have contributed some, but it's new. However, the question asks about sources that have contributed little or nothing and are expected to ramp. The acquisition is identified as a specific source. But does management indicate that it will add meaningfully over coming quarters? They say "Acquisitions remain an integral part of our overall growth strategy" and they have an active pipeline. But they don't specifically quantify Sentinel's future contribution or say it will ramp. They just say it complements. The question requires management to indicate that the identified contributor will add meaningfully as it comes online. There's no such statement about Sentinel's ramp. Also, Sentinel is already included in the quarter's results (0.4% impact). So it's not that it contributed little or nothing; it contributed something. And no expectation of ramp is stated. Other potential: They mention "annual planning process underway" and "building on this momentum" but that's generic optimism. No specific new facility, contract, or customer. They mention upstream oil and gas sales increase, but that's already reflected.
NO The feared thing keeps not happening: management confronts a specific live worry with current evidence running against i
Original model output from the research archive. It may be verbose or include the model's working notes.
The question asks whether there is a specific negative outcome that investors/analysts/market are worried about for this company, and whether management pushes back with current, already-observed evidence. Let me analyze the transcript: 1. The company is Applied Industrial Technologies, an industrial distributor. 2. Looking for specific fears: - The company had a strong quarter with 7.3% sales growth - They raised guidance - Analysts asked about: - Sales trends and whether the acceleration would continue (Adam Uhlman asked about sales trends and whether there was a change in project activity) - Energy end markets - whether the 51% increase was broad-based or one-time (David Stratton asked "are these changes, as far as you can tell here to stay, or is this a one-time thing?") - Amazon as a competitor in the service center segment - Whether demand would continue The most concrete fear visible: David Stratton asked about the energy end market turnaround - "are these changes, as far as you can tell here to stay, or is this a one-time thing?" This is a fear that the energy recovery is a one-time blip. Management's response: Neil Schrimsher said "I may have to ask you on those forecasts, but so we know where price of oil is at, inventory level was down a little bit. So I think this level of activity can stay for a period of time and we will know how to operate." This is somewhat forward-looking but does cite current conditions (oil prices, inventory levels). Another potential fear: Amazon as a competitor. Ryan Cieslak asked "how do you guys view Amazon business as a competitor, and how do you feel about them longer-term in this space?" Management's response was about their service and repair capability, but didn't really cite observed evidence against Amazon taking business. The energy question seems most relevant. The analyst asked if the 51% increase was one-time. Management said it was broad-based across groups, cited Permian basin activity, and said "this level of activity can stay for a period of time." But is this citing already-observed evidence? They cite current oil prices and inventory levels, and the fact that activity is broad-based. They also note Canada has less rig activity due to spring thaw. Actually, let me reconsider.
NO First tranche delivered, larger tranches en route: the same engine that just produced has visibly more already scheduled
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 analyze transcript. Need determine if management describes one identifiable engine of new business with first tranche landed and larger tranches in motion. Let's parse. Transcript: Applied Industrial Technologies Q1 2017? Actually call says Fiscal 2017 Third Quarter Earnings Call (March quarter). Neil: sales increased 7.3%. Mentions acquisition of Sentinel Fluid Controls, distributor of hydraulic and lubrication components. "The addition of Sentinel complements and enhances the applied fluid power and network of companies..." Acquisitions remain integral. But is there first tranche landed? Acquisition completed? They mention acquisitions had positive impact on sales 0.4% during quarter. Sentinel? It was recent acquisition. But no specific larger tranches in motion? No. Other possible engine: upstream oil and gas customers. "after eight quarters of year-over-year sales declines, we experienced a 51% increase in sales in the March quarter compared to prior year quarter. From a run rate perspective, we saw an 18.8% increase in sales compared to December 2016 quarter. We have now seen three consecutive quarters where sales per day rates have increased. For the fourth quarter, we expect stable sales per day run rate to upstream oil and gas customers compared to March 2017 quarter." This is a market recovery, not specific engine? It is a customer segment. First tranche landed: sales increased in quarter. Larger tranches? They expect stable run rate, not larger. No. Fluid power businesses segment sales increase 14% year-over-year, double-digit increases. But no specific engine with first tranche and larger committed. Question asks: "ONE identifiable engine of new business — such as a specific contract, program, product, facility, customer relationship, market, or expansion — for which BOTH... first tranche actually landed... larger tranches already in motion... remainder larger than recognized." Need management's own words. There is no such specific. They mention acquisitions pipeline, but no landed first tranche with larger committed. They mention "annual planning process underway" and "building on momentum" but not specific. Thus answer NO.
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.
The transcript shows a positive current development: sales growth, particularly in upstream oil and gas (51% increase) and fluid power (14% increase). The Q&A probes these areas. For Gate 1: The prepared remarks mention the oil and gas 51% increase, fluid power 14% increase, and sales per day improvements. In Q&A, analysts ask about the energy end markets. Neil provides more detail: broad-based across groups, West Texas/Permian basin strongest, Canada has less rig activity due to spring thaw, activity will pick up after end of May. This adds specific geographic and operational detail not in prepared remarks. Also, the 30 industries check: 18 showing increases, with oil/gas, petroleum refining, machinery OEMs, construction, cement, food mentioned. This is additive and substantive. For Gate 2: The main positive development is the sales growth, particularly in oil and gas and fluid power. Is this chiefly company-created or external? The oil and gas recovery is clearly external — driven by oil prices and industry activity. The fluid power growth could be company-driven, but the overall momentum seems tied to end-market recovery. The transcript shows management describing the oil and gas improvement as broad-based across their groups, tied to rig activity and oil prices. This is an external upcycle. The company is riding the recovery, not creating it. Management conditions continuation on conditions persisting ("if it gets better, we will do better"). So Gate 2 would be NO. Since Gate 2 is NO, the answer is 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 to determine if the company is being led by leadership relatively new to its role (CEO or equivalent) within roughly the last year, and if that leadership describes concrete changes already made with early real results. The transcript: Neil Schrimsher is President and CEO. Mark Eisele is CFO. There is no indication that Neil Schrimsher is new to the role. The call is a regular earnings call. No mention of a recent leadership change. The transcript does not indicate that the CEO is new. So answer NO. But let's double-check: The question asks "is the company being led by leadership that is RELATIVELY NEW TO ITS ROLE — a chief executive, operating chief, or equivalent top operator who has taken charge within roughly the last year or so?" There is no mention of that. The CEO is Neil Schrimsher, but we don't know how long he's been there. The transcript doesn't indicate he's new. So NO. Also, even if he were new, the changes described? They talk about operational excellence, acquisitions, etc., but no indication of new leadership. So answer NO.
NO The waiting list has become the product: management describes demand accumulating faster than the company can absorb it,
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to determine if management conveys that they are accumulating a queue of demand they cannot yet serve, and that their focus is on managing that queue rather than finding demand. Scan the transcript for relevant statements. Management discusses sales growth, acquisitions, operational excellence, and guidance. They mention "backlog" in the context of fluid power businesses: "If I look at their April order trends, their backlog and their activity, we expect that going forward." This is a routine mention of backlog, not indicating that demand is outrunning capacity. They also discuss inventory reductions and supply chain improvements, but not a queue of customers waiting. They talk about adding sales reps and being disciplined on SD&A, but that's about hiring, not about managing a queue. No mention of customers waiting, orders exceeding capacity, or management focusing on throughput. The overall tone is about growth and leveraging positive sales, not about being constrained by demand. Therefore, answer NO.
NO Demand off the charts
Original model output from the research archive. It may be verbose or include the model's working notes.
The user asks if the company is talking about demand being "off the charts" and if the numbers support that claim. I need to check the transcript for any mention of "off the charts" or similar extreme language. The transcript shows Neil Schrimsher saying "we are pleased with the return to growth" and "solid quarter with continued sales per day improvements." There is no mention of "off the charts" demand. The numbers show a 7.3% sales increase, which is positive but not extreme. Therefore, the answer is no.
NO Management is buying the same thing twice: proven demand from one place is being replicated into identified new places r
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to determine if management describes a situation where a proven instance is being copied into additional places with demand already visible. The transcript discusses growth, acquisitions, and operational improvements. There is mention of expanding fluid power businesses, but no specific replication of a proven unit into new locations with identified demand. The company is growing organically and through acquisitions, but not described as multiplying a proven model. Answer NO.
NO Customers eating the friction: buyers are visibly absorbing cost, delay, or inconvenience to keep this specific company
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to determine if management describes customers currently putting up with real cost, delay, or inconvenience to keep doing business with this company specifically. The transcript mentions no such friction. There is no discussion of lead times, delays, allocations, price increases, or customers absorbing any inconvenience. The call focuses on sales growth, acquisitions, and operational improvements. No mention of customer behavior enduring friction. Therefore answer 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 determine if management describes future business that counterparties have already committed to the company, large relative to current business, with conversion within a year. The transcript mentions acquisitions, sales growth, but no specific committed contracts or backlog. Management discusses order trends, backlog for fluid power, but not quantified as large. No mention of signed contracts or awarded programs. So answer NO.
YES 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.
The question is whether there's a positive current development discussed in Q&A that adds more concrete operating detail than the prepared remarks. YES The oil-and-gas recovery is the clearest positive current development. Prepared remarks state the 51 % YoY / 18.8 % sequential sales jump and note it is broad-based across upstream drilling and production.
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.
我们根据提供的财报电话会议记录,判断管理层是否描述了现有业务中相当大的一部分仍以过去设定的价格/费率/条款运营,而这些条款现在明显低于当前市场水平,并且这些业务即将按可预见的日程重新定价/续约/重置,从而在不需赢得新客户或新需求的情况下改善公司经济状况。 在记录中,管理层讨论了销售增长、成本控制、库存管理、收购等,但没有明确提到现有合同、租约、对冲、费率或定价条款的重新定价或重置。他们提到了供应商价格可能上涨,但那是成本转嫁,不是现有业务的重定价。他们提到了销售增长和需求改善,但那是市场条件,不是现有合同的重置。没有提到任何“旧条款低于当前市场”并即将重置的机制。 因此,答案应为NO。
NO Demand has broadened across independent fronts: growth is now coming from several distinct, currently-producing sources
Original model output from the research archive. It may be verbose or include the model's working notes.
The question is about whether management describes current growth being carried by several distinct, independent sources at the same time — at least three genuinely different engines — each producing ...
NO Demand off the charts — scarcity amplification screen
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer only yes/no. Need evaluate both gates. Gate1: company talking about demand off the charts? No, they talk solid growth, not off charts. So NO. Final 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.
The task is to evaluate two gates based on the earnings call transcript and return YES only if both are YES, otherwise NO. Answer with exactly YES or NO.
These archived questions are separate from the newer 500-check scan above.
AIT call history
Open a quarter only when you want its detailed evidence.
B+ Q3 2026 · Strong call · 2026-04-28Management raised guidance against accelerating demand. The delivery was unusually candid, rich in specifics, relaxed under questioning.
B+ Oct 2025 · Strong call · 2025-10-28Management raised guidance against mixed demand signals and expanding margins. The delivery was unusually candid, rich in specifics, relaxed under questioning.
View the 20 core call-quality checks
C+ Q3 2025 · Mixed call · 2025-05-01Management lowered guidance against mixed demand signals and expanding margins. The delivery was unusually candid, rich in specifics.
View the 20 core call-quality checks
B+ Q2 2025 · Strong call · 2025-01-29Management raised guidance against mixed demand signals and expanding margins. The delivery was unusually candid, rich in specifics.
View the 20 core call-quality checks
B+ Q1 2025 · Strong call · 2024-10-25Management raised guidance against mixed demand signals and contracting margins. The delivery was unusually candid, rich in specifics, relaxed under questioning.
View the 20 core call-quality checks
C+ Q4 2024 · Mixed call · 2024-08-15Management held guidance steady against slowing demand and expanding margins. The delivery was unusually candid, rich in specifics.
View the 20 core call-quality checks
B+ Q3 2024 · Strong call · 2024-04-25Management raised guidance against mixed demand signals and contracting margins. The delivery was unusually candid, rich in specifics.
View the 20 core call-quality checks
View 33 earlier calls
| Call | Date | Grade | Guidance | Demand | Margins | Candor | Evasion |
|---|---|---|---|---|---|---|---|
| Q2 2024 | 2024-01-25 | B+ | raised | mixed | expanding | 7/9 | 2/9 |
| Q1 2024 | 2023-10-29 | B+ | raised | stable | expanding | 7/9 | 2/9 |
| Q4 2023 | 2023-08-10 | B | maintained | mixed | expanding | 7/9 | 2/9 |
| Q3 2023 | 2023-04-27 | B | raised | stable | expanding | 7/9 | 3/9 |
| Q2 2023 | 2023-01-26 | A | raised | stable | expanding | 7/9 | 2/9 |
| Q1 2023 | 2022-10-30 | A | raised | stable | expanding | 7/9 | 2/9 |
| Q4 2022 | 2022-08-11 | A | maintained | accelerating | expanding | 7/9 | 2/9 |
| Q3 2022 | 2022-04-29 | B+ | raised | accelerating | expanding | 7/9 | 2/9 |
| Q2 2022 | 2022-01-27 | A | raised | accelerating | expanding | 6/9 | 2/9 |
| Q1 2022 | 2021-10-27 | B | maintained | accelerating | expanding | 8/9 | 1/9 |
| Q4 2021 | 2021-08-17 | A | raised | accelerating | expanding | 7/9 | 1/9 |
| Q3 2021 | 2021-05-02 | A | raised | accelerating | expanding | 7/9 | 1/9 |
| Q2 2021 | 2021-01-28 | A | maintained | accelerating | stable | 7/9 | 1/9 |
| Q1 2021 | 2020-10-28 | C | none | accelerating | stable | 7/9 | 4/9 |
| Q4 2020 | 2020-08-12 | C | withdrawn | stable | contracting | 7/9 | 2/9 |
| Q3 2020 | 2020-05-02 | C | withdrawn | slowing | contracting | 8/9 | 2/9 |
| Q2 2020 | 2020-01-23 | C | lowered | slowing | stable | 7/9 | 2/9 |
| Q1 2020 | 2019-10-30 | C | maintained | slowing | expanding | 7/9 | 4/9 |
| Q4 2019 | 2019-08-14 | C | lowered | slowing | expanding | 7/9 | 2/9 |
| Q3 2019 | 2019-04-26 | B | maintained | mixed | expanding | 7/9 | 2/9 |
| Q2 2019 | 2019-01-24 | C | lowered | slowing | contracting | 8/9 | 2/9 |
| Q1 2019 | 2018-10-31 | A | raised | stable | expanding | 7/9 | 1/9 |
| Q4 2018 | 2018-08-10 | A | maintained | accelerating | expanding | 7/9 | 2/9 |
| Q3 2018 | 2018-04-26 | A | raised | accelerating | expanding | 7/9 | 1/9 |
| Q2 2018 | 2018-01-25 | A | raised | accelerating | stable | 7/9 | 2/9 |
| Q1 2018 | 2017-10-25 | A | raised | accelerating | stable | 7/9 | 2/9 |
| Q4 2017 | 2017-08-11 | A | maintained | accelerating | expanding | 7/9 | 1/9 |
| Q1 2017 | 2017-04-29 | A | raised | accelerating | expanding | 7/9 | 2/9 |
| Q2 2017 | 2017-01-26 | B+ | maintained | accelerating | stable | 7/9 | 2/9 |
| Q1 2017 | 2016-10-26 | B+ | maintained | mixed | expanding | 8/9 | 1/9 |
| Q4 2016 | 2016-08-12 | C+ | maintained | slowing | stable | 8/9 | 2/9 |
| Q3 2016 | 2016-04-28 | B | maintained | stable | contracting | 8/9 | 2/9 |
| Q2 2016 | 2016-01-28 | C | lowered | slowing | stable | 7/9 | 2/9 |