We need answer only YES or NO. Need evaluate both gates. We need analyze transcript. Gate 1: positive current development with Q&A adding more concrete operating detail than prepared remarks. Gate 2: engine is company-created/controlled, not external. Let's identify positive developments. Prepared remarks: revenue growth, labor cost improvements, bed additions, De Novo openings, JVs, acquisitions, CTC expansion, PHP/IOP expansion. Q&A topics: volume headwinds, guidance, labor, CTC policy, opioid settlement, corporate overhead, remote monitoring. Need find positive current development probed with additive detail. Potential: labor cost improvements. Prepared remarks mention progress on labor costs, hiring retention, operating leverage. Q&A: Heather says SWB per patient day below 5%, base wage inflation, focus on employee engagement, retention, investments. Chris adds high watermark Q4 2022, ending year under 5%, trend continuing. Is this additive? Some detail but not much new specifics. It's a positive development (labor cost moderation) but Q&A mostly repeats. Potential: remote monitoring. Prepared remarks mention investments in quality programs including patient monitoring technology, employee safety technology. Q&A: Chris answers question about remote monitoring at 53 facilities, says positive results, scheduled observation rounds, staff feel safer, patient satisfaction up, surveyors positive, expanding, personal alarm buttons. This is a positive current development with more detail in Q&A than prepared remarks. But is it a "development" that management highlights? It's mentioned in prepared remarks as part of quality investments. Q&A gives specifics. Gate 1 might be yes for this? Need see if multiple exchanges? Only one exchange about remote monitoring. Gate 1 requires across multiple exchanges in Q&A, management responses additive. Here only one exchange. So no. Potential: CTC expansion and opioid settlement. Prepared remarks discuss CTC growth, acquisitions, demand. Q&A: A.J. asks about opioid settlement funding. Chris gives detailed answer about $4.5B distributed, Tennessee award $6M over 3 years, 400 applicants, top recipient, peer support, transportation. This is additive and current (award won, contracting). But is it a positive current development? Yes, funding award. But is it company-created? It's external grant funding, but company won it.
Acadia Healthcare Company, Inc.
The call grade, management's tone measured against 177,437 other calls, what changed since the quarter before, and every one of the 500 checks.
This is the current report. Unlock its call read, expected move size, and all 500 answers.
- Are there more than eight analyst questioners?
- Does the operator announce more than five questioners?
- Is there a questioner from an investment bank other than the first three analysts who ask questions?
- 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
Q3 2025 · 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.
NO Is there a question the executive answers with a question back to 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 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.”
YES Does anyone use "historically" or "traditionally" while defending a current practice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does any speaker use the phrase "if you look at" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any analyst preface a question by summarizing the company's stated results?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker use the word "obviously" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "guidance" in the same sentence as a specific number?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Is the word "scale" or "scaling" used as a verb?
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 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.”
NO Does any analyst say "thank you" before 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 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.
NO Does any executive use the word "momentum" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an executive begin an answer with "Great question," "Thanks," or "Appreciate"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the CFO use the phrase "adjusted" or "non-GAAP" at least three 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 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.”
YES Is there a request to move the call along or to the last question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive answer a question with another 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 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.”
NO Does anyone use the phrase "kind of" 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 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.”
NO Does an analyst use the word "clarification" or "clarify" in 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 question contain the phrase "color on" or "some color"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the operator use the phrase "our final question" before closing?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "let me" at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "aggressive" or "aggressively" appear at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an analyst ask a question referencing "the puts and takes"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "to be clear"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst's question include a compliment followed by "but"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CFO use the word "sequential" or "sequentially" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does anyone on the call interrupt a colleague mid-sentence?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.
YES Does management use the word "confident" or "confidence" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the phrase "record" appear 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 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.
YES Does anyone use the word "folks"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does any analyst mention a specific percentage figure in 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.”
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.
YES Does the operator interrupt the Q&A to announce time is limited or that this will be the last question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst ask a question beginning with "just" (e.g., "just curious")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any analyst ask about 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.
NO Does any question begin with the words "can you" or "could 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 any executive use the phrase "if you look at" during 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 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.
NO Does any question contain the word "why"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any speaker say "I think" at least three times within a single answer?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does the transcript contain the word "margin" more than ten times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive begin an answer with "So" as the first word?
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 "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.”
YES Does any executive say "let me" at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any question contain the word "specifically"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does management use the word "momentum" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does management mention "margin" or "margins" in prepared remarks?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is the word "definitely" used by any speaker?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "seasonality" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does anyone use the word "leverage" as a verb at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any executive use the word "team" when referring to employees?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive say "that said" or "having said that" to introduce a caveat?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an analyst's question include the phrase "going forward"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive say "great question" at any point?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone say "we remain confident" or "we are confident"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any executive say "thank you" immediately after finishing an answer?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive cite a specific dollar figure greater than one billion?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst's question contain the word "curious"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst reference a specific prior quarter by name (e.g., "last quarter")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "obviously" two or more times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst ask a follow-up in the same turn after their first answer?
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 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.”
NO Does the word "margin" or "margins" appear at least five times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "opportunity" or "opportunities" appear at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive say "we'll come back to that" or defer an answer to a follow-up?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "thank you" three or more times in the Q&A section?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CFO use the phrase "free cash flow" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any executive use the word "momentum"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the CEO mention 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.
NO Does the operator announce more than one analyst from the same firm?
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 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.
YES Does the CFO use the phrase "capital allocation"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive decline to answer, citing that something will come later or is not disclosed?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an analyst ask a two-part question containing the word "but"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone ask a follow-up question in the same turn after their first question is answered?
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 answer "yes" or "no" as the first word of a response?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "thank you" at least ten times in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive use the phrase "if you look at" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does any speaker use the phrase "just to clarify" or "just to be clear"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.
NO Does any speaker use the word "momentum"?
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 "investments" appear in the context of margins or costs?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone mention "FX" or "foreign exchange"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "efficiency" or "productivity" 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 an analyst thank the executives or congratulate them 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 an executive say "great question" or "thanks for the question"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive say "as we said last quarter" or reference a prior call?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the phrase "going forward" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the word "levers" when discussing actions?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does management thank analysts by name at any point after a question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Does the word "temporary" or "transitory" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is an analyst's question answered with "great question" or similar?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is there a questioner from an investment bank other than the first three analysts who ask questions?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask a question that includes a reference to a specific dollar figure?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "thank you" at least ten times across the call?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does any analyst's first sentence contain a compliment or thanks before 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.”
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.
NO Does the phrase "in terms of" 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 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.
YES Does any executive defer a question to another executive by name?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Does a speaker say "let me" at least twice in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO The transcript contains an apology unrelated to financial 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 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.”
YES Does an executive say "thank you" to the analyst before answering a question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "great question" or similar praise of a question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES The final question is answered noticeably shorter than the opening ones.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "we remain" followed by a verb (e.g., "we remain committed")?
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 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.
NO Does the CEO personally answer more questions than any other executive?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the operator say "our final question" or similar?
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 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.”
NO Does the word "leverage" appear as a verb at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any analyst's first name get used by an executive when thanking them?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Are there more than ten analyst questions in total?
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 next question comes from" 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.”
YES Are the CEO's prepared remarks longer than the CFO's, judged by speaker turns on the transcript page?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does management say "we are not going to comment on" or equivalent refusal language?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Executive corrects an analyst's premise.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the CFO's prepared section exceed the CEO's in number of paragraphs?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the CEO personally answer more than half of the analyst questions?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst mention the word "margin" in their first question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Executive uses the word "excited" more than twice.
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask a multi-part question containing three or more distinct questions?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "guidance" appear at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst ask a two-part question signaled by "and also" or "and secondly"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does any analyst begin their turn with "thanks" or "thank you"?
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 "headwind" or "tailwind" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the word "synergies" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.
NO Does any executive say "we feel" rather than "we believe" or "we think"?
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 in at least three different speakers' turns?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an executive use the phrase "over time" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an executive say "as I mentioned" or "as we said" at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does an analyst thank management before 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 Is the word "automation" or "productivity" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "uncertainty" or "uncertainties" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does management use the word "leverage" or "leveraging" 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 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.”
NO Does the word "momentum" appear at least twice in prepared remarks?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the phrase "on a constant currency basis" or similar currency adjustment used?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst's question include the phrase "just to clarify"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the phrase "the team" appear at least twice in management remarks?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker say "so clearly" or "quite frankly"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the phrase "we believe" 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 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.
NO Does the word "macro" or "macroeconomic" appear at least twice in the call?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
YES Does an executive state they will "come back to" a question or follow up later?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does management thank analysts for their questions at any point during Q&A?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Word "normal" used about demand.
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the CFO's prepared section mention interest expense by name or figure?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "volatility" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.
NO Does the phrase "the macro" or "macro environment" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "our team" 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 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.
YES Does management thank analysts by name when responding?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is the word "flexibility" or "flexible" used at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone say "takeaway," "take out," or "take rate"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Analyst compliments the team before asking a question.
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.
YES Does any analyst reference the CEO or CFO by first name?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone say "obviously" at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does an analyst ask a question starting with "just"?
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 "headwind" or "headwinds" more than once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an analyst use the phrase "to clarify"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any executive use the phrase "year over year" 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 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.”
YES Is there a question that management declines to answer directly, citing timing or disclosure constraints?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any question explicitly reference the company's prior guidance or outlook?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "next question" or does the operator use the word "final" before the last question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does the CFO handle a strategic question instead of a financial one?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does anyone use the phrase "underlying" to modify a business metric?
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 "excited" or "pleased" at least twice in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "guidance" appear in the prepared remarks (not just Q&A)?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is the word "margin" used with a number attached (e.g., "400 basis points")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the transcript contain the word "record" preceding a noun (e.g., "record margin")?
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 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.”
NO Does the word "macro" or "macroeconomic" appear 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 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.”
NO Does the word "inflation" appear anywhere in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is there a pause or silence acknowledged on the call ("I think we lost you")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive name a specific competitor during the call?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "challenges" appear at least three times in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "we don't break that out" in response to a question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone describe a metric as "noisy" or "lumpy"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive mention a specific number of percentage points when discussing market share?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does a speaker correct a figure they themselves just stated?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CEO refer to a competitor by name rather than "competition" or "peers"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.
NO Does the word "dividend" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Is the word "invest" or "investment" used more than twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "invest" or "investment" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone cite a percentage of revenue from a specific segment?
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 "challenge" or "challenging" appear at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone describe cutting discretionary spending like travel or hiring?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the phrase "year over year" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "liquidity" appear at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does the transcript mention refinancing, maturity dates, or debt coming due?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone mention selling assets, real estate, or equipment to raise cash?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone reference "the macro" or "macro environment"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Is the word "capacity" mentioned?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone use the phrase "our customers" rather than naming a customer?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the transcript include a question about interest expense or debt service?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "working capital" appear in a context other than a seasonality excuse?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does management thank analysts at any point?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone reference borrowing from a bank or drawing on a credit facility?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "cost" appear in the first ten sentences of prepared remarks?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an executive say "we remain confident" or similar?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone mention covenants, amendments to loan documents, or lender conversations?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does anyone say "with that" or "that said" to pivot?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive open their first answer by thanking the analyst?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any analyst's question include the word "capex" or "cash flow"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does the word "core" 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 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.
YES Are there more than eight analyst questioners?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst's question include a percentage figure?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any analyst's question contain the word "guidance"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CFO's prepared remarks exceed 1,000 words?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "if you look at"?
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 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.
NO Does management use the phrase "balance sheet" 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 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.
YES Does the final questioner get an explicit closing acknowledgment from the operator ("last question" or similar)?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does management use the phrase "business as usual" or "as expected" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an analyst preface a question with "quick" or "quickly"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does an executive state a specific numeric percentage when answering a question?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does anyone say "in terms of" 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 Is there a question that clearly annoyed the executive, visible in the reply's abruptness?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "guidance" appear in the Q&A section?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "strong" appear more than five times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "thank you" appear more than ten times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an analyst ask a question containing the word "margin"?
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 "guidance" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the phrase "thank you" appear at least ten times anywhere in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does the word "challenge" or "challenging" appear at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "opportunity" or "opportunities" appear more than three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does the word "challenging" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "certainly" appear at least once in management's answers?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does the word "margin" 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.”
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.
NO Does anyone use the phrase "call it" or "let's call it" before an estimate?
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 "going forward" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "coming back" or "circling back" to take a follow-up?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "inflation" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any executive say "we believe" at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does management use the phrase "going forward"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does any speaker say "appreciate" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "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.”
NO Does any executive use the phrase "our team"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the transcript contain a silence, pause, or "we'll come back to that" that never resolves?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone describe a customer, employee, or competitor as a named character with a motive?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does any executive say "we're pleased" or "I'm pleased"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is there a moment of modesty—someone crediting luck or timing?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "on a year-over-year basis"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Is the word "excited" or "exciting" used by management at least twice?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "just" five or more times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any question begin with "Can you" or "Could 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 the word "quick" or "quickly" appear in three or more analyst questions?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does an analyst ask for guidance on a metric management did not offer unprompted?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Is there a question about capital allocation (buybacks, M&A, debt, or dividends)?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any analyst use the word "clarify" or "clarification"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the word "obviously" appear 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.”
NO Does any executive begin an answer with "Look," or "So,"?
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 "challenging" or "challenges" appear at least three times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does any analyst apologize or preface with "sorry" before asking?
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 "excited" used by the CEO more than the word "confident"?
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 "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.”
NO Does an analyst apologize before or 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 Are there more questions about revenue than about costs?
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 "challenging" appear 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 "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.”
YES Does management decline to answer by citing a future event ("we'll address that in..." or "at our upcoming...")?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "quarter" appear at least 20 times?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is there a mention of "FX," "currency," or "foreign exchange"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the word "leverage" 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 Is the word "leverage" used 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 management use the word "headwinds" at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does any speaker say "great question" or thank the analyst before answering?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does anyone attribute results to "the team" rather than to strategy?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does any speaker say "going forward"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does an analyst thank management at the end of their turn?
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 the future with "We believe" more than "We expect"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does a speaker say "normal" or "normalized" about conditions that predate any disruption mentioned?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the word "momentum" used without a stated metric attached to 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 the word "macro" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the word "solid" 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 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.”
YES Is the word "visibility" used at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Is the phrase "base case" or "scenario" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "we take that seriously" or "we're very focused on"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the phrase "to your point" or "as you mentioned" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the operator say "thank you" more than three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management mention a specific competitor by name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does management use the phrase "on a year-over-year basis"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
YES Does any speaker use the word "fundamentals"?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
NO Does any analyst ask a question containing the word "why"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "if you look at" before citing a number?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
YES Does the phrase "last question" or "final question" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
YES Does the word "clearly" appear anywhere in the transcript?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.
YES Does the word "confident" appear in any executive's remarks?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
NO Does an analyst thank management at the start or end of their turn?
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 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.
NO Does anyone say "to your point" when answering a question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.
YES Does the word "transformation" or "transformational" appear?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
YES Does the word "talent" appear at least once?
The model found enough evidence in the earnings transcript to mark this exact condition as present.
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.”
NO Does any executive blame weather, season, or geography for a shipment or delivery issue?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
Archived AI reasoning
Earlier Artul research experiments on ACHC calls. Open a question to read the model's original reasoning.
NO Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development — compa
Original model output from the research archive. It may be verbose or include the model's working notes.
The transcript shows a positive current development: strong volume trends and demand for behavioral health services. Analysts probe this in Q&A. Let me check if the Q&A adds more concrete detail than the prepared remarks. Prepared remarks: mention strong results, same-facility revenue up 18%, patient days up 9.8%, revenue per patient day up 7.5%, volume trends, demand growth, etc. Q&A: Analysts ask about labor costs, reimbursement environment, payer mix, revenue per day drivers, etc. Management provides details on revenue per day breakdown (rate increases, payer mix, commercial mix), specifics on labor (agency labor ~2% of total), and other details. However, the main positive development (strong volume/demand) — does the Q&A add substantially more concrete detail? The Q&A adds some detail on revenue per day drivers (rate increases, payer mix, commercial mix ~31%), but much of this is somewhat general. The prepared remarks already covered the volume trends and demand. The Q&A does add some specifics on revenue per day composition and payer mix. Let me check Gate 2: Is the development chiefly something the company created and controls, or is it riding an external environment? The demand is described as driven by pandemic-related stress and anxiety, societal acceptance, etc. This is an external environment (pandemic-driven demand). Management says "we expect to see continued growth in demand" and attributes it to pandemic effects. This seems like an external tailwind (pent-up demand, pandemic-related mental health issues). The company's growth strategy (bed expansions, JVs) is internal, but the main positive development highlighted is the volume/demand increase, which is externally driven. Actually, the main positive development is the strong volume trends and demand. The engine of that is the pandemic-driven mental health crisis, which is external. Management describes it as "the stress and anxiety related to the pandemic had a profound effect" — this is external demand. So Gate 2 would be NO. Also, for Gate 1, the Q&A does add some detail but much of it is about financial metrics and generalities. The volume development itself — analysts don't really probe with questions that extract new operational specifics about the volume ramp. They ask about labor, reimbursement, etc. The answers are somewhat general.
The task is to evaluate two gates based on the earnings call transcript and return YES only if both are YES, otherwise NO. YES The transcript shows a clear positive current development around bed additions and UK labor management improvements, with Q&A providing additive operational details like specific bed phasing, de novo losses, JV references, and January agency trends that go beyond the prepared remarks. Both gates are satisfied.
NO Priced for one buyer, wanted by many: management describes new sources of demand converging on the same thing it already
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer YES/NO based on transcript. Need identify phenomenon: demand for same thing company already makes coming from more than one direction at once, widening demand base, management responding, numbers lag. Transcript: Acadia Healthcare behavioral health. Demand drivers? They mention favorable dynamics related to demand, capacity, access and parity support growth potential in U.S. and UK. But is there widening of demand sources? They discuss opioid epidemic funding from federal government via states. Joey says "federal government wants to help the state on this issue... money will go through state... we think all money should go towards treatment... early successes in three states where Cures Act has made it through state and is actually being used today to give better treatment, more access to patients... other states follow... we have lobbyists in every state... some monies go towards education... should go to treatment... positive... can't quantify today... for three states we have pretty good idea... need more states to implement... we are largest provider, think we will be largest recipient of monies to expand access and treatments." This is about new funding source for opioid treatment, but is that demand for existing offering? They have 115 facilities that do opiate treatment. They might acquire to expand. But is demand base widening? Government funding is new source? It's not necessarily new buyers; it's funding for existing patients. The question: "set of buyers, uses, applications, industries, channels, or geographies pulling on company's existing offering or capacity WIDENED" - new source of demand? Opioid epidemic funding could be new source of patients? But management says "money will go through state" to treatment. It's not clear distinct sources competing. They mention "demand, capacity, access and parity" but not multiple directions. Also UK: NHS transition, local areas determine patients. Not widening. Need answer NO likely. The transcript doesn't describe convergence of multiple distinct demand sources on same output. It describes growth in existing markets, new beds, joint ventures. No explicit widening of demand base with new sources. The opioid funding is prospective, not yet realized, and not multiple sources. Also management says "can't quantify today" and "need more states to implement" - not actual transactions yet. So NO.
NO New audience on the call: management says a different kind of buyer has recently arrived and is now paying real money
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer YES/NO. Need analyze transcript. Need determine if management describes a NEW KIND of paying counterparty recently begun doing real business, meaningful new leg. Let's parse. Transcript: Acadia Healthcare behavioral. They discuss UK, U.S., beds, JVs, de novos, Cures Act opioid funding. Potential new kind of paying counterparty? Maybe "Cures Act" money through states? They mention early successes in three states where Cures Act has made it through the state and is actually being used today to give better treatment, more access. But is that a new kind of paying counterparty? Historically they serve patients, insurers, government (Medicare/Medicaid, NHS). Cures Act funding is government grants? Could be new payer? But management says money goes through state, used for treatment. They can't quantify. Is it actual current business? "early successes in three states where the Cures Act has made it through the state and is actually being used today" but not necessarily new kind of customer? It's government funding for opioid treatment. They already have 115 facilities doing opiate treatment. Maybe not new kind. Another possibility: "joint ventures" with hospitals? New kind of customer? No, JV partners are not paying counterparties? They are partners. "Education facility in UK" acquisition? They have education services already? They say education line is doing extremely well. Not new. "opioid epidemic funding" maybe new payer? But not clearly. Question asks: "does management describe that a NEW KIND of paying counterparty has RECENTLY begun doing real business with the company — a type of customer, market, or buyer that was not part of how this company historically earned its money — and does management treat this arrival as a meaningful new leg of the business rather than a curiosity?" Need answer based on transcript. Let's examine all possible new counterparties: - "Cures Act" money: Federal government providing funds to states for opioid treatment. Management says "We've had some early successes in three states where the Cures Act has made it through the state and is actually being used today to give better treatment, more access to the patients." This is actual current business? It is being used today. But is it a new kind of paying counterparty? Historically, Acadia gets revenue from commercial insurance, Medicare, Medicaid, private pay, NHS.
NO Outsized outside commitment, delivery just starting
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer only YES or NO. Need evaluate transcript. Question asks: Does management describe that one or more outside parties have recently committed real business to company that is large relative to current size, with committed business already beginning to convert but still mostly ahead of reported results? Need use only transcript. Need identify if management describes such. Let's parse. Company Acadia Healthcare. Q4 2017 call. Management discusses growth: bed additions, joint ventures, de novos, UK issues, opioid funding. Need see if outside parties committed real business large relative to size, already beginning but mostly ahead. Possible candidates: Joint ventures with hospitals? They have two JVs opening 2018. But are those commitments? Partners? Not necessarily large relative to company. Also UK NHS? Government funding? Opioid Cures Act money? Management says federal money goes through states, some states implemented, but not quantified. Not a commitment to company. Also "we have two joint ventures and two company-owned de novos scheduled to open in 2018." JVs are partnerships with hospitals. But not described as committed business large relative to company. They are growth projects. Question asks "outside parties — customers, partners, program sponsors, institutions, or similar counterparties — have recently committed real business TO the company that is LARGE RELATIVE TO THE COMPANY'S CURRENT SIZE, with that committed business ALREADY BEGINNING to convert but still mostly ahead of the reported results?" Need management's own words convey all three. Look for any mention of "committed" "awarded" "contracted" "designated" etc. Management talks about "Cures Act" money: "we've had some early successes in three states where the Cures Act has made it through the state and is actually being used today to give better treatment, more access to the patients." That is government funding for opioid treatment. But is that committed business to company? It's funding to states, not directly to company. Management says "we think we will be the largest recipient of the monies" but not committed. Not large relative to company? No. Joint ventures: "We have two joint ventures and two company-owned de novos scheduled to open in 2018." JVs with Erlanger and Mount Carmel. These are partnerships. But not described as committed business large relative to company.
NO Free option on their own operations: management describes a real capability it already owns that could serve a second, m
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer YES or NO based on transcript. Need identify situation where existing working capability already owned/operated for existing business turned out useful for second much larger purpose, and company has begun turning that second use into real business without building new company. Need all three elements. Let's parse transcript. Company Acadia Healthcare, behavioral healthcare. Talks about opioid epidemic funding. Joey says: "we have about 115 facilities that do that" (opiate treatment). "I would make an acquisition right there, because of all the money the federal government is taking – they're giving the demand for the services." But that's acquisition not existing? Actually they already have 115 facilities for opiate treatment? Let's read. Joey: "I'm not saying we wouldn't do an acquisition. If we want to do an acquisition – if someone was to say, Joey, you can make one acquisition, what would you buy? I would probably buy an acquisition that would help on the opiate treatment. We have about 115 facilities that do that. I would make an acquisition right there, because of all the money the federal government is taking – they're giving the demand for the services. But if we don't do that, that's okay too. We have plenty of growth through our bed builds and through the joint ventures." That's about acquisition to expand opiate treatment, not second use of existing capability? Existing 115 facilities already do opiate treatment. The second use? Maybe opiate treatment is an existing service line that can benefit from federal funding. But question asks: something company already owns and already operates for existing business has turned out useful for second, much larger purpose. Could be "expand access and treatments for these patients" using existing facilities? Let's examine. Another possibility: UK education business? They acquired 36-bed education facility. No. Another: Joint ventures? They have existing facilities used as references. "We have enough facilities up and running that we use them as references to potential joint venture partners." That is not second use. Another: They have "115 facilities that do opiate treatment" and federal money creates larger demand - use existing facilities to treat opioid epidemic. But is that a second use? Opiate treatment is already part of their business. They might treat more patients due to funding.
NO Achievement reframed as down-payment: management treats what was just accomplished mainly as the unlock for a bigger, na
Original model output from the research archive. It may be verbose or include the model's working notes.
The question asks whether management treats a real, recent accomplishment as the key that unlocks a bigger, identified next stage — spending more energy on what the accomplishment makes possible than on celebrating the accomplishment itself. Let me scan the transcript for such a pattern. Key accomplishments mentioned: - Q4 results met or exceeded expectations - Added 750 beds in 2017, including 398 in Q4 - Two joint ventures and two company-owned de novos scheduled to open in 2018 - UK operations: working to mitigate census and agency labor issues - Tax reform benefit Is there a specific accomplishment framed as an enabler of a larger stage? The closest candidate: The bed additions and de novos. Management says "we expect our capital priorities for 2018 will be focused on bed additions to our existing facilities, building joint venture and company-owned de novo facilities, and debt repayment." This is more of a continuation of growth strategy, not really "this accomplishment unlocks a bigger stage." The joint ventures: "We have enough facilities up and running that we use them as references to potential joint venture partners... they are bringing new opportunities to us and we have quite a few joint ventures that are in different stages of approval process." This is somewhat close — the existing JVs serve as references that bring new opportunities. But is this framed as "the key that unlocks a bigger, identified next stage"? It's more of a growth pipeline discussion. The next stage (new JVs) is "in different stages of approval process" — so it depends on approvals not yet made. That would argue NO. The opioid funding: "we have some early successes in three states where the Cures Act has made it through the state and is actually being used today... We think the other states are going to follow." This is framed as early success that could lead to more, but the next stage depends on other states implementing — decisions not yet made. Also, this is about external funding, not an accomplishment of the company per se. The UK labor improvement: "we are starting to see improvement in our agency labor. In January, agency expense as a percent of total labor declined to 11.4% from 12% in December. We expect this improvement to continue throughout 2018." This is a real improvement, but the "next stage" is just continued improvement — not a bigger identified stage.
NO Profit machinery upgraded while volume still arriving: realized structural margin step-up with growth flowing onto it
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to answer YES or NO based on the transcript. The question asks: Does management convey that the company has ALREADY ACHIEVED A STRUCTURAL IMPROVEMENT IN HOW MUCH IT KEEPS FROM EACH UNIT OF BUSINESS — through changes the company itself made that are now visible in the recent period's actual results — AND that business volume is SIMULTANEOUSLY GROWING onto that improved structure, so each arriving increment converts to profit at the new, better rate with most of that arriving volume still ahead of the reported results? We need to check both halves. First half: A REALIZED, COMPANY-MADE STEP-UP IN PER-UNIT ECONOMICS. Management describes the business now earning meaningfully more per sale, unit, customer, or transaction than it recently did — via a rebuilt cost structure, a changed delivery model, a richer mix actually being sold, pricing genuinely achieved and sticking, or removal of a structural drag — presented as an observed fact of the recent period and attributed mainly to the company's own actions rather than to commodity prices, cost pass-throughs, or one-time items. Look at the transcript. Management talks about UK operations, agency labor, etc. They mention that they are working to mitigate impact of weak census and increased cost of agency labor. They have implemented initiatives to help manage agency labor, including a new reporting tool. They say: "In January, agency expense as a percent of total labor declined to 11.4% from 12% in December. We expect this improvement to continue throughout 2018." That is a recent improvement, but it's a decline in agency expense as a percent of total labor. Is that a structural improvement in per-unit economics? It's a cost reduction, but it's a small change (0.6 percentage points). Also, they say "As a percentage of revenue, total labor costs, including agency labor, are expected to decline from 65% in the fourth quarter of 2017 to less than 64% for 2018." That's a target for 2018, not necessarily realized yet. They say "expected" so it's a projection. The question says: "Answer NO if the better economics are targets, models, or expectations rather than already realized." So the improvement in labor costs as a percentage of revenue is expected, not realized. The January agency expense decline is realized, but is that a structural improvement? It's a small change, and it's about managing agency labor.
NO Running the company for a size the numbers don't show yet
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 analyze transcript. Question: Does management convey it is ALREADY RUNNING THE COMPANY FOR A MEANINGFULLY LARGER LEVEL OF BUSINESS THAN REPORTED RESULTS SHOW — with real commitments already executing and real demand already visible behind them? Need both halves. Transcript: 2018 priorities: bed additions to existing facilities, building JV and company-owned de novo facilities, debt repayment. During 2017 added 750 beds to existing and two new facilities. For 2018 expect to add more than 800 beds with 75% US. Two JVs and two company-owned de novos scheduled to open in 2018. These are commitments? "expected to add" - underway? They opened de novos in Q4, have JVs opening. But is this already executing? They describe growth strategy. However, question asks "already running company for a meaningfully larger level of business than reported results show" - commitments already executing sized beyond today's numbers. Management says they added beds in 2017, expect add 800 in 2018. They have joint ventures. Is that "already executing" or just plan? They say "we have two joint ventures and two company-owned de novos scheduled to open in 2018." Scheduled to open - is that commitment already executing? Need also demand visible behind them. They cite favorable dynamics, demand, capacity, access parity, opioid funding. But for 2018 guidance, they expect mid-single digit same-facility revenue growth. They don't say orders in hand. They mention UK census issues, initiatives. Demand? They say "there are patients that need our service. We have that documented and then it's just a matter of getting them through the system" - that's demand visible? But the company is not necessarily running for larger level than reported? The reported results include bed adds and ramping. They give guidance with bed additions. But this is normal growth investment. Need determine answer. The specific test: (1) COMMITMENTS ALREADY EXECUTING, SIZED BEYOND TODAY'S NUMBERS. Management describes company presently spending, building, hiring, producing, stocking, scheduling, or otherwise committing resources at a level matching bigger business than reported results. Here they added 750 beds in 2017, including 398 in Q4. For 2018 expect add more than 800 beds. They have two JVs and de novos scheduled to open. Is that "already executing"? Yes, they are building.
NO Paid-in full, payoff just starting: the hard part of a major undertaking is behind the company, and the benefit is only
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer YES/NO. Need analyze transcript. Need determine if management conveys that hardest/costliest/most uncertain phase of major undertaking substantially behind, and crossing from paying to getting paid, with reported results still mostly reflecting paying phase. Let's parse. Company Acadia Healthcare. Topics: UK operations, labor agency costs, bed additions, de novos, JVs. Management discusses 2018 guidance, bed additions, UK labor improvement. They say "We have entered 2018 optimistic... We remain focused on UK operations. In short-term, working to mitigate impact of relatively weak rebalance in census... and increased cost of agency labor. Longer-term, expect to manage through both... We have implemented several initiatives to help manage agency labor... In January, agency expense as percent of total labor declined to 11.4% from 12% in December. We expect this improvement to continue throughout 2018." This is about labor cost improvement, not necessarily major undertaking completed. They also discuss bed additions: "During 2017, we added 750 beds to existing and two new facilities... For 2018, we expect to add more than 800 beds... We have two JVs and two company-owned de novos scheduled to open in 2018." This is ongoing expansion, not completed. They discuss UK transition process: "UK is going through a transition process of letting local areas determine patients... they haven't got it completed. Our team estimates it will take another year before local communities fully transition this in." So not behind. They discuss de novo losses: Q4 $1.8M loss, Q1 planned $2.1M loss, full-year maybe $1M loss. So still paying. They discuss debt paydown, leverage above 5x, expect below 5x during 2018. Not a major undertaking completed. Question asks: Does management convey that hardest/costliest/most uncertain phase of a major undertaking is now substantially behind company, and crossing from paying to getting paid, with reported results still mostly reflecting paying phase? Need identify if any major undertaking. Maybe "UK operations" turnaround? They say "we are starting to see improvement in agency labor" but not substantially behind. They say "we expect this improvement to continue throughout 2018." So still ongoing. They say "we have implemented several initiatives" but not completed. They say "we are working to mitigate impact" - not done.
NO Analysts still asking about the old story while management keeps pointing to a new driver already producing
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer YES/NO. Need analyze transcript. Need determine if mismatch between analysts questions and management redirect to different identifiable part producing results. Let's parse. Company Acadia Healthcare. Analysts ask about: guidance FX, beds, Cures/opioid funding, debt/leverage, UK labor/agency, UK census rebound, JVs, pricing, UK length ofay, de novo losses, corporate overhead, labor inflation, bed adds, CapEx. Management responses: They discuss UK operations, agency labor, census, education business doing extremely well, healthcare business hitting all-time highs, JVs, opioid treatment facilities, etc. Is there a clear mismatch? Need identify "newer driver" management points to that is already producing real results, while analysts focus on older established concern. What could be newer driver? Maybe "education business" in UK? Management mentions UK education business doing extremely well, and acquisition of 36-bed education facility. Analysts mostly ask about UK behavioral/census/labor, not education. Management redirects? Let's examine. Question asks: "is there a clear MISMATCH between what analysts keep asking about and what management keeps pointing to — where questions remain focused on an OLDER, ESTABLISHED concern or storyline about the company (such as a weak or declining legacy business, past losses or missteps, a macro or industry worry, or the core business everyone already knows), while management repeatedly redirects attention to a DIFFERENT, IDENTIFIABLE part of the business that it says is ALREADY producing real results today — and does management back that redirection with concrete, current evidence rather than hope?" Need answer YES when both halves: (1) analysts' questions center on familiar story/problems; (2) management steers toward specific newer driver described as already generating real present-tense results, treats as more important. No if same focus, or newer driver only plan, etc. Let's identify possible "newer driver" in transcript. Management repeatedly mentions "education business" in UK as doing extremely well. Also "healthcare business is now hitting all-time highs on their census." Also "opiate treatment" as acquisition priority due to federal money. Also "joint ventures" as growth. But are analysts ignoring these? Analysts ask about JVs, opioid funding, UK. Management's redirection? Let's read.
NO Quarter of firsts: the period's story is built from first-time events the company has never done before, now starting to
Original model output from the research archive. It may be verbose or include the model's working notes.
The question asks whether management's account of the just-reported period is built substantially around first-time events — real things the company actually did or achieved in or around this period that, in management's own telling, the company had never done before — with management treating these firsts not as curiosities but as the opening instances of activity that is now beginning to repeat or scale. Let me analyze the transcript for first-time events. Key events mentioned: 1. Bed additions: "During 2017, we added 750 beds to existing and two new facilities" — this is routine growth, not a first. 2. "We have two joint ventures and two company-owned de novos scheduled to open in 2018" — these are plans for 2018, not accomplished firsts in the reported period. 3. The acquisition of a 36-bed education facility in the UK during Q4 — this is an acquisition, but is it a "first"? It's a small acquisition, not described as a first. 4. UK labor management initiatives: "We have implemented several initiatives to help manage our agency labor, including a new reporting tool." — this is a new tool, but not really a "first" in the sense of a first commercial deployment. 5. The Cures Act money: "We've had some early successes in three states where the Cures Act has made it through the state and is actually being used today" — this is about external funding, not a company first. 6. Joint ventures: "We have enough facilities up and running that we use them as references to potential joint venture partners" — this suggests JVs are established, not firsts. Looking for genuine firsts: - The company opened two new facilities in Q4 2017 (de novos). But they've done de novos before — this is routine expansion. - The company added 398 beds in Q4 — routine. - The UK education acquisition — small, not described as a first. Is there anything described as a "first time" or "never done before"? Let me scan... The transcript doesn't contain language like "for the first time," "never before," "first ever," etc. The company is describing routine quarterly results: revenue growth, same-facility metrics, bed additions, guidance for 2018. The de novos and JVs are described as ongoing strategy, not as first-time events. The company has done many JVs before ("we use them as references"). The UK labor initiatives are new tools but not really "firsts" in the business sense.
NO Cost of hesitation just flipped: management describes buyers no longer able to wait out the decision
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer YES/NO. Need analyze transcript. Question: Does management describe that buyers have recently lost ability to postpone decision? Cost of delay risen for counterparties, already showing in behavior, most still ahead. Need identify if management conveys this. Transcript is Acadia Healthcare earnings call. They discuss behavioral healthcare. Need see if management describes demand, capacity, access, parity. They mention favorable dynamics related to demand, capacity, access and parity support growth. But is there specific "cost of delay" for buyers? Buyers are patients? Payers? Hospitals? Joint ventures? Need see. Management discusses UK: NHS transition, census, agency labor. Not about buyers forced to decide. U.S.: demand, capacity, access, parity. They mention opioid epidemic funding, Cures Act money going through states. They say "we think all money should go towards treatment" and "early successes in three states where Cures Act has made it through the state and is actually being used today to give better treatment, more access to patients." This is about funding, not cost of delay. Question asks: "THE PEOPLE WHO BUY FROM THE COMPANY HAVE RECENTLY LOST THE ABILITY TO POSTPONE THE DECISION" - i.e., buyers can't wait. Does management convey that? No. They talk about demand dynamics, but not that waiting became costly. They mention "favorable dynamics related to demand, capacity, access and parity continue to support growth potential." That's general. No specific recent change in buyer's cost of delay. They mention natural disasters causing drag, not urgency. They mention joint ventures with hospitals closing psych units due to ER overcrowding - that could be cost of delay? Hospitals have psych patients in ER causing staffing and risk issues, so they partner. But is that recent change? They describe joint ventures as growth strategy, not necessarily recent shift. They say "many of the joint ventures would close their psych units" and "main thing the joint venture partners are looking for is, they're being – their emergency rooms have too many psych patients in them. And it's causing them staffing and risk issues that, quite frankly, they don't need." That is a buyer-side pressure: hospitals can't wait because ER overcrowding. But is it recent? Not explicitly. And is it already showing in real behavior? They have joint ventures.
NO Upside surprise with durable, still-building causes
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 clear positive step-up in the just-reported period (Q4 2017) and attributes it to durable, company-specific causes still in effect. Let's review the transcript. Management's remarks: "We are pleased with the overall performance for the fourth quarter. Our results met or exceeded our revised expectations." That suggests they met or exceeded expectations, but not necessarily a step-up above recent norm. They mention same-facility revenue growth: total 5.6%, U.S. 6.6%, UK 3.7%. They added beds. They talk about 2018 expectations. They discuss UK challenges with labor and census. They mention initiatives to improve agency labor, seeing improvement. They say "We have entered 2018 optimistic about our prospects for growth." But the question is about the just-reported period (Q4 2017) being a clear step-up above recent norm. They say "met or exceeded our revised expectations" - that implies they had revised expectations downward? Actually they said "met or exceeded our revised expectations" - so they had revised expectations, and they met or exceeded them. That doesn't necessarily indicate a step-up above recent norm. They also mention headwinds: UK census weakness, agency labor costs, natural disasters (hurricanes, fires) that hurt Q4 by 70 basis points on patient day growth. So Q4 was actually impacted negatively by those events. They also mention that the UK had a relatively weak rebalance in census in latter months of 2017. So the period was not particularly strong; it was mixed with some challenges. They also talk about 2018 guidance, but that's forward-looking. The question asks: "does management describe a clear POSITIVE STEP-UP in the business in the just-reported period — results, orders, volumes, customers, adoption, utilization, or activity that came in meaningfully stronger than the company's own recent norm or its own prior expectations?" They said "met or exceeded our revised expectations" - but that could be just meeting expectations. They also mention that they added beds, but that's capacity, not necessarily a step-up in activity. They also mention that the UK had a weak census. So overall, the period seems to be in line or slightly better than revised expectations, but not a clear step-up. Also, they attribute any strength to bed additions and new facilities, but also note headwinds.
NO The bottleneck is inside and being paid away: internal limits on serving live demand, with removal already funded
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to determine if the transcript conveys all three elements: live demand pressing in, limit is company's own capability, and removal already underway. The question asks about capacity and ability to serve demand. In the transcript, management discusses adding beds, opening new facilities, joint ventures, agency labor issues, and growth. They mention adding 750 beds in 2017, expecting more than 800 in 2018. They discuss demand dynamics favorable. They talk about patient days and revenue growth. However, do they explicitly say that current demand exceeds their capacity? They talk about adding beds to meet demand, but do they indicate that they cannot serve all customers now? They discuss UK census pressure and agency labor costs, but that's about managing costs. They mention "live demand pressing in" - is there real business waiting? They talk about growth potential and initiatives. They don't explicitly say they are turning away patients or have waiting lists. They talk about adding beds to existing facilities and de novos. They mention that demand dynamics support growth potential. But is there a sense that they are constrained by their own capability right now? They discuss agency labor and hiring nurses. They are spending effort to manage. The question is whether they convey that the main thing standing between them and meaningfully more business is their own capability (capacity, people, etc.) rather than demand. They do talk about adding beds to meet demand, but they also talk about demand growth. They say "we expect to add more than 800 beds" and "we have entered 2018 optimistic about our prospects". They talk about UK labor costs and improving census. However, they don't explicitly state that they have more business than they can handle. They mention that they are adding beds and opening new facilities, but that's growth, not necessarily a constraint. Also, they mention that they have "two joint ventures and two company-owned de novos scheduled to open in 2018" and "capital priorities focused on bed additions". They talk about "favorable dynamics related to demand, capacity, access and parity". They mention "demand" and "capacity" separately. But is there a statement that demand is exceeding capacity? They mention "patient days" growth and "revenue per patient day". They don't say they are turning away patients due to capacity.
NO Promise already turning into fact: management shows the thing it told investors was coming is now measurably arriving, a
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer YES/NO. Need analyze transcript. Need determine if management points to growth-bearing development previously told investors to expect, and now confirming with real current-period activity, and still early. Let's parse. Management discusses 2018 bed additions, de novos, joint ventures. They added 750 beds in 2017, including 398 in Q4. For 2018 expect more than 800 beds, 75% US. Two JVs and two company-owned de novos scheduled to open in 2018. They entered 2018 optimistic. They discuss UK labor improvement, agency labor. They provide guidance. They discuss Cures Act opioid funding: "We've had some early successes in three states where the Cures Act has made it through the state and is actually being used today to give better treatment, more access to the patients. So we think the other states are going to follow. ... We could, for the three states that we are already in, we have a pretty good idea how much money that is. But we need more states to actually get it implemented and start flowing the funds. But it's absolutely a positive..." This is a growth-bearing development? Prior expectation? Did management previously tell investors to expect Cures Act funding? They refer to "Cures Act" and "additional monies" but not explicitly prior expectation. They say "We've had some early successes in three states where the Cures Act has made it through the state and is actually being used today..." That is current activity. But did they previously set expectation? Not in transcript. Maybe not. Another candidate: Bed additions and de novos. They added beds in Q4, and expect more in 2018. But is that a previously promised development now arriving? They say "During 2017, we added 750 beds to existing and two new facilities, which contributed significantly to the increase in total same-facility revenue for the fourth quarter. This included the addition of 398 beds during the fourth quarter..." For 2018, expect more than 800 beds. This is growth. But did they previously tell investors to expect? Not explicitly in transcript. They are reporting actual bed additions. But no reference to prior expectation. They say "We have entered 2018 optimistic..." Not enough. Another: UK agency labor improvement. They implemented initiatives, agency expense declined from 12% to 11.4% in January. But that's cost reduction, not growth-bearing development.
NO Small company already selling a lot to one hot market — management describes riding an outside spending wave far bigger
Original model output from the research archive. It may be verbose or include the model's working notes.
We need answer question based on transcript. Need determine if management describes large identifiable share current business tied to one specific external spending surge/build-out/adoption wave, early/accelerating, company levered. Need answer YES or NO only. Let's parse transcript. Company Acadia Healthcare behavioral healthcare. Mentions UK operations, agency labor, bed additions, joint ventures, de novos. Also opioid epidemic funding: Cures Act and federal money. Joey says "obviously, it's a positive that – not only the Cures Act, but they did put additional monies in during the budgeting process. And that the federal government wants to help the state on this issue. Unfortunately, you have to go through the state. The money will go through the state and they will find a way to get it for treatment. We think all the money should go towards the treatment process. We've had some early successes in three states where the Cures Act has made it through the state and is actually being used today to give better treatment, more access to the patients. So we think the other states are going to follow. So with a couple of those being the largest states in the country, population wise, that they are aggressively moving towards getting that money to work in treating the patients. And we have lobbyists in every state, working with the states and communicating our position on how we think this money should be used. We know that some of the monies will go towards education, which it should; but really, it should go to the treatment of these patients, and so it's a positive. There's no way we can quantify today. We could, for the three states that we are already in, we have a pretty good idea how much money that is. But we need more states to actually get it implemented and start flowing the funds. But it's absolutely a positive and absolutely something this country needs. And since we're the largest provider, we think we will be the largest recipient of the monies to expand access and treatments for these patients." This is a specific external spending surge: government opioid funding (Cures Act, federal budget). Company is largest provider of behavioral health, has 115 facilities doing opiate treatment. Is it "already materially levered to it today"? They say early successes in three states, money actually being used today. They can't quantify.
NO Selling into a wave of new capacity being built by others: management describes its customers' own build-out spending as
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to determine if management explains current momentum and near-term trajectory chiefly by pointing to a wave of new building/equipping/capacity-creation by other parties, where the company already supplies part of what those parties must buy, and the wave is early/intensifying. Let's analyze the transcript. The company is Acadia Healthcare, a behavioral healthcare provider. They operate facilities. They talk about adding beds to their own facilities, joint ventures, de novos. That's their own capacity expansion, not others building. They mention the Cures Act and opioid funding. They say money goes through states, and they have early successes in three states where the Cures Act is being used to give better treatment. They think other states will follow. They have lobbyists. They can't quantify yet. This is about funding for treatment, not necessarily building new capacity by others. It's more about demand and funding. They talk about UK operations, NHS transition, agency labor, etc. Not about others building. They talk about joint ventures with hospitals. The hospitals are closing their psych units and using the joint venture. That's not others building new capacity; it's them partnering. They mention the opioid epidemic and potential acquisitions. But no clear wave of others building. The question asks: does management explain current momentum and near-term trajectory chiefly by pointing to a wave of new building, equipping, or capacity-creation being undertaken by other parties? The company supplies part of what those parties must buy. Here, the company is a healthcare provider. Who are the other parties? Possibly the government building treatment capacity? But they are not building; they are funding. Or hospitals building? Not really. Management's remarks focus on their own bed additions, their own de novos, their own joint ventures. That's their own capacity expansion, not others. They mention the Cures Act money flowing to states, but that's funding for treatment, not construction. They say "the money will go through the state and they will find a way to get it for treatment." That's not about building new facilities by others. They also mention the opioid epidemic and potential acquisitions, but that's not a build-out. Thus, the answer is NO. The company's momentum is driven by its own expansion, not by others building.
NO Better business coming in than going out: management describes the quality of new intake visibly exceeding what it is re
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 the business being taken in now is of visibly higher quality than the business it is replacing, with both halves: (1) an in-versus-out quality contrast stated by management, and (2) the turnover is real, current, and already in the numbers' future. Let's scan the transcript for any such contrast. Management discusses growth, bed additions, UK operations, labor costs, etc. They talk about adding beds, opening new facilities, joint ventures. They mention that they are focused on organic growth and JV. They talk about the UK having some challenges but they are working on it. They mention that they have initiatives to improve census and reduce agency labor. They talk about the Cures Act and opioid funding as positive but not quantified. Is there any statement about new business being better than old? For example, new contracts at better rates, or letting lower-quality business run off? I don't see any explicit contrast between incoming and outgoing business quality. They talk about adding beds and new facilities, but not that these are higher quality or better priced. They mention that they are retrofitting beds to meet needs, but not that it's better economics. They talk about the UK having a weak census and increased agency costs, but they are working to mitigate. They don't say that new business is better than old. They mention that they have two joint ventures and two de novos opening in 2018, but no contrast of quality. They talk about capital priorities focused on bed additions and debt repayment. No mention of letting lower-quality business run off. The only possible thing is that they mention that they are divesting a nursing home subsidiary? They say "we got a nursing home subsidiary and that is something that we would sell for the right price" - but that's a potential divestiture, not a contrast of incoming vs outgoing business quality. Also, they mention that they are working on that, but it's not about new business being better. They also talk about the UK education business doing well, but that's not a contrast. Thus, there is no in-versus-out quality contrast. The answer is NO. We need to be careful: the question asks if management conveys that the business being taken in right now is of visibly higher quality than the business it is finishing, replacing, or letting run off.
Showing the latest 18 of 226 archived research questions.
These archived questions are separate from the newer 500-check scan above.
ACHC call history
Open a quarter only when you want its detailed evidence.
D Q1 2025 · Weak call · 2025-05-13Management held guidance steady against steady demand and contracting margins. The delivery was rich in specifics.
D Q4 2024 · Weak call · 2025-02-28Management held guidance steady against steady demand and contracting margins. The delivery was rich in specifics.
View the 20 core call-quality checks
F Q3 2024 · Very weak call · 2024-10-31Management lowered guidance against slowing demand and expanding margins. The delivery was rich in specifics.
View the 20 core call-quality checks
C+ Q2 2024 · Mixed call · 2024-08-01Management lowered guidance against accelerating demand. The delivery was unusually candid, rich in specifics, relaxed under questioning.
View the 20 core call-quality checks
C+ Q1 2024 · Mixed call · 2024-05-03Management held guidance steady against steady demand and expanding margins. The delivery was unusually candid, rich in specifics.
View the 20 core call-quality checks
B Q4 2023 · Solid call · 2024-02-28Management held guidance steady against accelerating demand. The delivery was rich in specifics, relaxed under questioning.
View the 20 core call-quality checks
B+ Q3 2023 · Strong call · 2023-11-03Management raised guidance against accelerating demand and expanding margins. The delivery was unusually candid, rich in specifics.
View the 20 core call-quality checks
View 31 earlier calls
| Call | Date | Grade | Guidance | Demand | Margins | Candor | Evasion |
|---|---|---|---|---|---|---|---|
| Q2 2023 | 2023-07-28 | B+ | raised | accelerating | stable | 6/9 | 2/9 |
| Q1 2023 | 2023-04-27 | C | maintained | accelerating | stable | 6/9 | 4/9 |
| Q4 2022 | 2023-02-28 | A | raised | accelerating | contracting | 8/9 | 1/9 |
| Q3 2022 | 2022-11-01 | B | maintained | accelerating | stable | 7/9 | 2/9 |
| Q2 2022 | 2022-07-31 | A | raised | accelerating | stable | 7/9 | 2/9 |
| Q1 2022 | 2022-05-04 | B | maintained | accelerating | expanding | 6/9 | 3/9 |
| Q4 2021 | 2022-03-01 | B | maintained | accelerating | expanding | 7/9 | 2/9 |
| Q3 2021 | 2021-10-29 | A | maintained | accelerating | stable | 7/9 | 2/9 |
| Q2 2021 | 2021-08-03 | A | raised | accelerating | expanding | 7/9 | 2/9 |
| Q1 2021 | 2021-04-30 | A | raised | accelerating | expanding | 7/9 | 2/9 |
| Q4 2020 | 2021-02-26 | A | maintained | accelerating | expanding | 7/9 | 2/9 |
| Q3 2020 | 2020-10-30 | B | none | accelerating | expanding | 7/9 | 6/9 |
| Q2 2020 | 2020-08-05 | C | withdrawn | accelerating | expanding | 7/9 | 2/9 |
| Q1 2020 | 2020-05-05 | D | withdrawn | mixed | contracting | 7/9 | 4/9 |
| Q4 2019 | 2020-02-28 | B | maintained | stable | stable | 7/9 | 2/9 |
| Q3 2019 | 2019-11-06 | F | lowered | stable | contracting | 6/9 | 4/9 |
| Q2 2019 | 2019-07-31 | D | lowered | stable | stable | 7/9 | 3/9 |
| Q1 2019 | 2019-05-01 | C | maintained | stable | stable | 6/9 | 4/9 |
| Q4 2018 | 2019-03-01 | D | maintained | stable | contracting | 7/9 | 5/9 |
| Q3 2018 | 2018-11-06 | F | lowered | mixed | contracting | 7/9 | 5/9 |
| Q2 2018 | 2018-07-31 | C | lowered | mixed | contracting | 7/9 | 2/9 |
| Q1 2018 | 2018-05-02 | A | raised | accelerating | expanding | 7/9 | 1/9 |
| Q4 2017 | 2018-02-22 | C+ | maintained | stable | contracting | 7/9 | 2/9 |
| Q3 2017 | 2017-10-25 | F | lowered | mixed | contracting | 7/9 | 3/9 |
| Q2 2017 | 2017-07-28 | A | maintained | accelerating | stable | 7/9 | 1/9 |
| Q1 2017 | 2017-04-26 | C | maintained | stable | contracting | 6/9 | 3/9 |
| Q4 2016 | 2017-02-24 | B | maintained | accelerating | expanding | 7/9 | 2/9 |
| Q3 2016 | 2016-11-02 | D | lowered | mixed | contracting | 7/9 | 2/9 |
| Q2 2016 | 2016-07-29 | C | lowered | accelerating | expanding | 6/9 | 3/9 |
| Q1 2016 | 2016-04-29 | C+ | maintained | accelerating | expanding | 7/9 | 3/9 |
| Q4 2015 | 2016-02-17 | A | maintained | accelerating | stable | 7/9 | 2/9 |