We need answer only YES or NO. Need evaluate transcript. Need determine if difficulties discussed are predominantly problems of growth vs weakness/decline/demand. Need use only transcript. Let's parse. Company Artisan Partners asset management. Q3 2023. Management discusses business update. They mention expansion into credit, emerging markets, distribution evolution. Difficulties? They discuss challenges: EM investing rough, outflows, geopolitics China. But they frame long-term, not current operational tensions? They discuss distribution model evolving due to number/complexity of strategies grown. They mention headcount increases in line with strategic growth plans, travel expenses higher. They mention muted flows, drawdown, uncertainty. They mention net client outflows primarily global equity mandates. They mention expenses: fixed comp costs increased due to merit and 6% increase employees. They mention investing in business. They mention margin impacted by investments and inflation. Are these "problems of growth"? Need identify if management's account of current period conveys main operational tensions stem from expansion already happening. They discuss "we are evolving distribution model" because number and complexity of strategies grown considerably. They hired first individual to focus on alternatives. They are creating structure/coordination. This is growth friction? They are investing in distribution, marketing, data. They mention "we are still in early innings" credit, "tremendous opportunity." They mention "we have no illusions about challenges presented by geopolitics and China" but not current operational pain? They mention "Emerging Markets investing has been rough" and flows out. That's demand/weakness. But question asks difficulties management discusses are predominantly problems of growth? Need weigh. Let's read carefully. The call is not a typical "we have too much demand" call. It's an asset manager with AUM down due to market declines and outflows. They discuss growth initiatives, but current difficulties? They mention "net client outflows primarily in global equity mandates" contributed to AUM declines. That's weakness/decline. They mention "muted flows" in institutional. They mention "Emerging Markets investing has been rough" and flows out. That's demand weakness. They mention "challenges presented by geopolitics and China" - external.
Artisan Partners Asset Management 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.
28 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
Q1 2025 · 500 checks
Every answer is below. Open any check to see what its YES or NO means.
NO Does an executive answer a question by describing a process rather than an outcome?
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 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.”
NO Does anyone use "historically" or "traditionally" while defending a current practice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is a departure, transition, or role change mentioned only in passing without a thank-you or tribute?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone reference a private conversation ("as I told...", "as we discussed offline")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the transcript contain the phrase "next 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.”
NO Does an analyst ask a question spanning more than five sentences?
The 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 multiple sub-questions (three or more)?
The 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 answer a question personally after another executive initially responds?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the phrase "if you look at" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any analyst preface a question by summarizing the company's stated results?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the word "obviously" 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 "guidance" in the same sentence as a specific number?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does 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.”
NO Does anyone say "the environment" when describing market conditions?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any executive use the word "momentum" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive begin an answer with "Great question," "Thanks," or "Appreciate"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CFO use the phrase "adjusted" or "non-GAAP" at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker 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 any speaker say "with that" as a transition phrase?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "on a comparable basis" or "adjusted for"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "moving to" or "turning to" when changing topics?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "over to you" or "I'll turn it over"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does 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.”
NO Does anyone repeat the same stock phrase 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.”
NO Does anyone use the phrase "as you know" to introduce a claim?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker apologize without attaching a fix to the apology?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the call end without any closing statement from the CEO?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is there a request to move the call along or to the last question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does anyone describe a negotiation currently in progress?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive describe a competitor with anything resembling respect?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does any question include the word "color"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CEO deliver the opening remarks rather than the CFO or IR head?
The 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 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.”
NO Does any question contain the phrase "color on" or "some color"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the operator use the phrase "our final question" before closing?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "let me" at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "aggressive" or "aggressively" appear at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst ask a question referencing "the puts and takes"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "to be clear"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst's question include a compliment followed by "but"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CFO use the word "sequential" or "sequentially" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "with that" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "for the benefit of" or "just to remind" when restating context?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the word "question" appear in the operator's speech 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 the word "growth" appear at least ten times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does an analyst ask about capital allocation or buybacks?
The 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 "strong" 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 an executive use the phrase "we're seeing" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "opportunity" appear at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the word "confident" or "confidence" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the word "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 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.”
NO Does any speaker say "we're excited about" or "we're pleased with"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does anyone use the phrase "moving forward" or "go forward"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management mention a specific number of stores, locations, or markets?
The 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 "folks"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "thank you" more than five times 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 an executive use the phrase "we believe"?
The 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 "next question" 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 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.”
NO Does the word "quarter" appear in at least ten questions or answers 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.”
NO Does at least one analyst ask a question about 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 the CEO answer the majority of analyst questions personally?
The 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 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.”
NO Does the CFO speak during the Q&A portion 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 question reference a specific quarter (e.g., "fourth quarter") 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 the operator interrupt the Q&A to announce time is limited or that this will be the last question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does any analyst ask about a specific dollar amount or number stated in the 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 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.”
NO Does the CFO answer at least one question without the CEO speaking first?
The 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 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.”
NO Does the phrase "moving on" or "next question" come from the operator?
The 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 about capital allocation (capex, buybacks, M&A, or dividends) in one 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 phrase "color" appear (e.g., "add some color") 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 "guidance" appear at least five times in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does any speaker say "I think" at least three times within a single 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 executive begin an answer by restating the analyst's name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any executive's answer exceed 300 words 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 CEO answer the first analyst question personally?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "obviously" 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 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.”
NO Does any executive say "let me" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any question contain the word "specifically"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does management mention "margin" or "margins" 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 word "definitely" used by any speaker?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "seasonality" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does any executive use the word "team" when referring to employees?
The 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 said" or "having said that" to introduce a caveat?
The 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 "going forward"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive say "great question" at any point?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "we remain confident" or "we are confident"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any executive say "thank you" immediately after finishing an answer?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive cite a specific dollar figure greater than one billion?
The 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 "curious"?
The 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 reference a specific prior quarter by name (e.g., "last quarter")?
The 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 "obviously" two 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.”
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.”
NO Does the word "opportunity" or "opportunities" appear at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive say "we'll come back to that" or defer an answer to a follow-up?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "thank you" three or more times in the Q&A section?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the CEO mention at least one specific customer segment by name (e.g., "enterprise")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does anyone say "including" 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 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.”
NO Does any executive reference "our team" or "the team" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the 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.”
NO Does any prepared remark mention "headwinds" or "tailwinds"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "with that, I'll turn it over"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CFO use the phrase "capital allocation"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive decline to answer, citing that something will come later or is not disclosed?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst ask a two-part question containing the word "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 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.”
NO Does anyone answer "yes" or "no" as the first word of a response?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "thank you" at least ten times in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does anyone say "we are excited about" without naming a number?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does 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.”
NO Does management use the word "headwind" or "headwinds"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the word "tailwind" or "tailwinds"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does an executive say "great question" or "thanks for the question"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive say "as we said last quarter" or reference a prior call?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "going forward" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the word "levers" when discussing actions?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management thank analysts by name at any point after a question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "we'll take that offline" or offer to follow up after the call?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the word "committed" regarding a target?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CEO's prepared remarks mention "macro" or "macroeconomic"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "the vast majority"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "temporary" or "transitory" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is an analyst's question answered with "great question" or similar?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is there a questioner from an investment bank other than the first three analysts who 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.”
NO Does any analyst ask a question that includes a reference to a specific dollar 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 anyone say "thank you" at least ten times across the call?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "thank you for taking my question" or "thanks for taking my question" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the CFO present in both the prepared remarks and the Q&A portion of 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 CEO personally deliver the closing remarks of 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 CEO's prepared remarks contain the word "team" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the phrase "moving on" or "with that" to transition between topics?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO A single question receives answers from two different executives.
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO A hedge word ("maybe," "sort of") appears inside a direct quantitative 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 use the word "obviously"?
The 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 "guidance" appear in both prepared remarks and the Q&A section?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any executive defer a question to another executive by name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Someone uses the word "honestly," "frankly," or "to be clear."
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the word "ecosystem" or "platform" without a number attached?
The 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 "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.”
NO Does anyone begin an answer by restating or paraphrasing the analyst's name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst reference a competitor by name during their question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does a speaker say "let me" at least twice in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the word "seasonality" or "seasonal" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO The phrase "as you know" appears at least twice.
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the word "challenge" or "challenges" at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone mention "weather" as a factor affecting results?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive say "thank you" to the analyst before answering a question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "great question" or similar praise of a question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO The final question is answered noticeably shorter than the opening 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 anyone say "we remain" followed by a verb (e.g., "we remain committed")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive cite a conversation with a customer that has no verifiable specificity (unnamed, undated, unquantified)?
The 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 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.”
NO Does any question mention a specific percentage or dollar 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 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.”
NO Does the operator say "our final question" or similar?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "opportunity" or "opportunities" 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.”
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.”
NO Does any analyst's first name get used by an executive when thanking them?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the operator announce more than five questioners?
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 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.”
NO Are the CEO's prepared remarks longer than the CFO's, judged by speaker turns on the transcript page?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management say "we are not going to comment on" or equivalent refusal language?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Executive corrects an analyst's premise.
The 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 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.”
NO Does the CEO personally answer more than half of the analyst questions?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does 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.”
NO Executive uses the word "excited" more than twice.
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any analyst ask a multi-part question containing three or more distinct questions?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "guidance" appear at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any analyst ask a two-part question signaled by "and also" or "and secondly"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst begin with a compliment, such as "great quarter" or "congrats"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive say "we said" when recalling prior statements?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the word "headwind" or "tailwind" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "synergies" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the word "capital" 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.”
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.”
NO Does the word "capital" appear in at least three different speakers' turns?
The 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 use the phrase "over time" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive say "as I mentioned" or "as we said" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CEO open the call before any analyst questions by mentioning the macro environment?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "we are pleased" or "we're excited"?
The 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" (financial or metaphorical)?
The 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 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.”
NO Does the word "uncertainty" or "uncertainties" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "year over year" appear at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does 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.”
NO Is the phrase "a number of" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "best-in-class" or "industry-leading"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "momentum" appear at least twice in prepared remarks?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the phrase "on a constant currency basis" or similar currency adjustment used?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst's question include the phrase "just to clarify"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "the team" appear at least twice in management 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 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.”
NO Does the CFO use the word "quarter" at least ten times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "thank you" more than five times 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 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.”
NO Does an executive state they will "come back to" a question or follow up later?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management thank analysts for their questions at any point during Q&A?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Speaker admits being surprised by anything.
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the phrase "going forward"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the phrase "going forward" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "stability" or "stable" when describing demand?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the word "pipeline" appear without a dollar figure attached?
The 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 "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.”
NO Does any speaker say "we remain" followed by an adjective?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management thank analysts by name when responding?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the word "flexibility" or "flexible" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "takeaway," "take out," or "take rate"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Analyst compliments the team before asking a question.
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use "we're" where "we are" could substitute, more than twenty times overall?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any analyst reference the CEO or CFO by first name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "obviously" 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 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.”
NO Does anyone say "moving on" or "let me turn it over" during prepared remarks?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does anyone say "headwind" or "headwinds" more than once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst use the phrase "to clarify"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does an executive cite a conversation with a customer, partner, or employee as evidence?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any question go to a named executive other than the CEO or CFO?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive say "to be clear" or "let me be clear"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone mention a competitor by name without being prompted?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is there a question that management declines to answer directly, citing timing or disclosure constraints?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any question explicitly reference the company's prior guidance or outlook?
The 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 "next question" or does the operator use the word "final" before the last question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "invest" or "investment" appear at least five times in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CFO handle a strategic question instead of a financial one?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst flatter management within their first sentence of speaking?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst ask two questions when told to ask only one?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does anyone say "excited" or "pleased" 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.”
NO Does the word "guidance" appear in the prepared remarks (not just 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 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.”
NO Does anyone use the phrase "the team" when taking ownership would be natural?
The 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 blame weather, holidays, or calendar quirks unprompted?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone cite a personal anecdote involving a customer conversation?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "a little bit"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the CFO the speaker for at least one analyst 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 "guidance" 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 anyone say "we're excited" or "we are excited"?
The 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 "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.”
NO Is the word "invest" or "investment" used more than twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "invest" or "investment" 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 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.”
NO Does the word "challenge" or "challenging" appear at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone describe cutting discretionary spending like travel or hiring?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "year over year" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "liquidity" appear at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the transcript mention refinancing, maturity dates, or debt coming due?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone mention selling assets, real estate, or equipment to raise cash?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone reference "the macro" or "macro environment"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the word "capacity" mentioned?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone use the phrase "our customers" rather than naming a customer?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the transcript include a question about interest expense or debt service?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "working capital" appear in a context other than a seasonality excuse?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management thank analysts at any point?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone reference borrowing from a bank or drawing on a credit facility?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does an executive say "we remain confident" or similar?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone mention covenants, amendments to loan documents, or lender conversations?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "with that" or "that said" to pivot?
The 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 open their first answer by thanking the analyst?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any analyst's question include the word "capex" or "cash flow"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "headline" or "headwinds" appear at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does any executive say "as we mentioned" or "as I mentioned" 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 Are there more than eight analyst questioners?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the CEO personally answer the first question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the phrase "tailwind" or "tailwinds"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the CEO make closing remarks after the Q&A ends?
The 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 "structurally" or "secular"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the operator say "our next question" two 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.”
NO Does the final questioner get an explicit closing acknowledgment from the operator ("last question" or similar)?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the phrase "business as usual" or "as expected" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an analyst preface a question with "quick" or "quickly"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive state a specific numeric percentage when answering a question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does 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.”
NO Does the word "guidance" appear in the Q&A section?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "strong" appear more than 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.”
NO Does the phrase "thank you" appear more than ten times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does management use the word "guidance" 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 phrase "thank you" appear at least ten times anywhere in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive begin an answer by restating the analyst's name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any analyst ask about capital allocation or share repurchases?
The 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 "challenge" or "challenging" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "opportunity" or "opportunities" appear 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 Is there a villain—market conditions, regulation, currency—that behaves consistently across the call?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "challenging" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "certainly" appear at least once in management's answers?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any analyst ask a personal, warm, or congratulatory question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "capital" 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.”
NO Does an analyst ask a question the prepared remarks already answered?
The 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 "quarter" appear at least twenty 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 single analyst ask more than two questions during the whole call?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "on a year-over-year basis" or "year over year" 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 "headwinds" or "tailwinds" used?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Is the word "confidence" or "confident" spoken by any executive?
The 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 "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.”
NO Does any executive say "we believe" 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 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.”
NO Does any executive say "we're pleased" or "I'm pleased"?
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 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.”
NO Is the word "excited" or "exciting" used by management at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "just" five 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.”
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.”
NO Does an analyst ask for guidance on a metric management did not offer unprompted?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is there a question about capital allocation (buybacks, M&A, debt, or dividends)?
The 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 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.”
NO Does the word "obviously" 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 refer to a prior call or prior quarter's commentary when answering?
The 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 "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.”
NO Does the word "challenging" or "challenges" appear at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the operator run out of queued questions and close early?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does any speaker use the phrase "the right" before a noun ("the right team," "the right decisions")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "guidance" appear more than five times in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "tailwind" or "headwind" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does the word "challenging" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the phrase "on a" four or more times total (e.g., "on a constant currency 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 executive answer begin with "Sure" or "Yes" followed by a comma?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "from a ... perspective" (e.g., "from a margin perspective")?
The 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're not going to" in response to a question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management decline to answer by citing a future event ("we'll address that in..." or "at our upcoming...")?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "quarter" appear at least 20 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 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.”
NO Does management use the word "headwinds" at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "great question" or thank the analyst before answering?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone attribute results to "the team" rather than to strategy?
The 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 "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.”
NO Is the word "visibility" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the phrase "base case" or "scenario" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "we take that seriously" or "we're very focused on"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the phrase "to your point" or "as you mentioned" used at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the operator say "thank you" more than three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management mention a specific competitor by name?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management say "the team" at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "fundamentally" appear at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "ahead of" precede any mention of guidance or expectations?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does management use the phrase "on a year-over-year basis"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does management use the phrase "strategic" 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 describe a business unit as "healthy"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the word "fundamentals"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "resilient" or "resilience" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the operator mention a queue or "next question" 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 any analyst ask a follow-up after their initial answer ("follow-up", "second one", "just one more")?
The 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 the word "why"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does anyone say "if you look at" before citing a number?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the phrase "last question" or "final question" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "clearly" appear anywhere in the transcript?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CEO speak first among named executives in the Q&A?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "headwind" or "headwinds" appear at least twice?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the CFO mention a specific percentage greater than ten?
The 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 at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "team" appear at least three times?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "confident" appear in any executive's remarks?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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.”
NO Does any executive use the word "team" to refer to company personnel?
The 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 "to your point" when answering a question?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any executive say "with that" to transition between speakers or topics?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "transformation" or "transformational" appear?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker say "moving on" or "next question" themselves?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any speaker use the word "hedging" or say "to hedge"?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does any analyst identify themselves with a two-part introduction (name and firm)?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does the word "talent" appear at least once?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Is the word "capacity" used more often about factories than about people?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
NO Does an executive confess to having too much of something physical somewhere?
The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”
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 APAM calls. Open a question to read the model's original reasoning.
NO Fresh problems of growth: the call's frictions are about handling more business, not finding it
Original model output from the research archive. It may be verbose or include the model's working notes.
NO Cost of being wrong just collapsed: the company can now try things it previously could not afford to attempt
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 it has become dramatically cheaper, faster, or easier to attempt a new thing, and that the company is already taking several such swings with at least one showing real results. Let's analyze the transcript. The call covers various topics: Investor Day, credit expansion, emerging markets, distribution evolution, financial results. Key points: - They discuss expansion into credit, emerging markets, and distribution changes. - They mention launching new strategies, onboarding accounts, etc. - But do they explicitly say that the cost of attempting something new has fallen dramatically relative to the past? They talk about their repeatable franchise development process, but they don't contrast past costs with present costs in a way that indicates a step-change. They mention that they have a platform and capabilities, but they don't say "it used to take X, now it takes Y" or that they can now do things they couldn't before. They do say: "We have a repeatable process for identifying, recruiting, onboarding and partnering with investment talent." That suggests a process, but not necessarily a dramatic drop in cost. They also talk about evolving distribution, but again, not a cost drop. They mention launching multiple strategies, but that's their normal business. They don't convey that the cost of trying has fallen so much that they are now taking many more shots than before. They do mention that they are expanding into credit and emerging markets, and they have several strategies in flight. But the question is about the cost of attempting something new having fallen dramatically. There's no explicit contrast. They also mention that they are "still in the early innings" for credit, and they are patient. They don't say that it's now cheaper to try. The distribution evolution: they are making changes to increase focus, but not necessarily cheaper attempts. They also mention that they have a platform that supports growth, but again, no explicit cost drop. The question asks: "Does management convey that IT HAS BECOME DRAMATICALLY CHEAPER, FASTER, OR EASIER FOR THE COMPANY TO ATTEMPT A NEW THING THAN IT USED TO BE?" I don't see that in the transcript. They talk about their process, but not about a change in cost. They also mention that they are taking several swings: credit, emerging markets, distribution changes, etc.
NO Young streak off a low base: a short run of consecutive-period improvement has just started, after a stretch that gave i
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. We need evaluate if management conveys a short, still-young run of consecutive improvements in a part of business that until recently was unimpressive, with causes attached to company and still in force. Let's parse transcript. Management discusses credit expansion, EM strategies. They mention "During the third quarter, we continued to capitalize on this success and grow these businesses. We onboarded... high income strategy had another strong quarter of flows, bringing year-to-date net inflows to over $1 billion for that strategy." Prior stretch? Emerging markets investing has been rough. But this is about flows? They note EM outflows, but they are moving forward. Not clear consecutive periods improvement. They talk about high income strategy had another strong quarter of flows, year-to-date net inflows over $1B. "another strong quarter" implies multiple quarters, but not explicit consecutive improvement. Also credit strategies have performed since inception, but not recent young run. They mention "we are still in early innings" for credit. But does it convey a run of improvement? Possibly not. Question: "does management convey that the business has NOW PUT TOGETHER A SHORT, STILL-YOUNG RUN OF CONSECUTIVE PERIODS OF REAL IMPROVEMENT — roughly two to four periods in a row of getting better — in a part of the business that, until recently, had been giving investors little reason to expect it, AND that the causes of this young run are attached to the company itself and still in force?" We need only YES/NO. Need decide. Transcript: They have net inflows in high income strategy, year-to-date over $1B. They onboarded accounts. But no explicit consecutive quarters. They say "another strong quarter of flows" - implies there were previous strong quarters, but not necessarily sequential improvement. Also improvement in flows? They mention "While we have made significant progress in expanding our credit capabilities, we are still in early innings." But no quantification of consecutive periods. Also they mention "We are on track to earn some performance fees in the fourth quarter" but that's future. Maybe answer NO because insufficient. Let's examine carefully. They talk about "Our expansion into credit is a case study in our repeatable franchise development process." They list alpha since inception. Not a recent run.
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 only YES or NO. Need evaluate transcript. Need determine if management describes current business tied to one specific external spending surge/build-out/adoption wave, early/accelerating, company materially levered, share small. Need use only transcript. Let's parse. Company Artisan Partners asset manager. Call discusses Investor Day, credit expansion, emerging markets, distribution, financials. Need see if any named outside wave of spending/adoption. They mention "private credit" as hot asset class? They say "private credit space has built up substantially over last few years... clearly solidified a space and long-term asset allocation. So, it then becomes an area of interest... keep an eye on it and patiently wait... not well positioned to chase hot asset classes... hard to find talent during peak excitement... near term around private credit would happen in existing team..." This is not current material leverage; aspirational. No. Emerging markets? They discuss EM investing rough, outflows, allocators dialing down, but long-term opportunity. Not an external spending surge. No. Credit strategies? They have growth in high income, credit opportunities, etc. But not tied to one external spending wave. They mention "dislocation opportunities fund" exploiting dislocated markets. Is that a wave? No. Distribution evolution? No. Need answer NO. But let's be thorough. The question asks "On this call, does management describe that a large and identifiable share of the company's CURRENT business is already tied to ONE specific external spending surge, build-out, or adoption wave happening in its customers' world right now — a wave whose scale and pace are set by parties OTHER than this company (its customers, an industry, or a government/institutional program) — and does management convey that this wave is still early or accelerating, so that the company's own volumes from it are expected to keep climbing well beyond current levels?" Need answer YES only if all three. Transcript: no named outside wave. They discuss "credit" expansion as internal franchise development, not external spending surge. "private credit" is hot asset class but they are not materially levered. "Emerging markets" is not a spending wave; it's an asset class with outflows. "high income strategy" inflows >$1B, but no external wave. "global unconstrained" etc. No. Thus NO.
NO Inheritance being cashed in: management is converting a long-held position into current business on purpose
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 deliberately converting something long-held into current business, with real present-tense business already coming from it, and that this conversion is still early relative to what the holding can yield. Looking at the transcript, there are several potential candidates. The most prominent is the expansion into credit and emerging markets. But let's examine carefully. The question asks: "On this call, does management describe that the company is NOW DELIBERATELY CONVERTING SOMETHING IT HAS LONG HELD OR LONG BUILT INTO CURRENT BUSINESS — that is, an asset, position, capability, relationship, or body of work that the company accumulated over an extended period and that was NOT previously producing meaningful results is now being actively drawn on, monetized, or put to work — with real, present-tense business already coming from it, and management conveying that this conversion is still early relative to what the holding can yield?" We need to find a specific holding that predates the current push, is being deliberately converted now, and is already producing but with most yield ahead. Possible candidates: 1. The firm's investment strategies and track record. They have been building strategies for years. At Investor Day, they highlighted the power of compounding. But is that a "holding" being converted? They are using their track record to attract assets. But that's more about marketing their existing performance. However, the question is about something that was NOT previously producing meaningful results and is now being drawn on. For example, their credit business: they built credit capabilities over time, and now they are seeing inflows. But is that a long-held thing? They started credit about 10 years ago? They said "10 years ago, we did not have any of these capabilities shown on this slide." So they built them over time. But the question is about something that was long held and not producing, now being converted. The credit strategies have been producing for a while. They mention high income strategy has year-to-date net inflows over $1 billion. That's current. 2. The EMsights Capital Group: they recently launched that. That's new, not long-held. 3. The distribution evolution: they are evolving distribution to be more intentional. But that's a change in approach, not converting a long-held asset. 4.
NO Doing more and earning better on each one: volume and per-unit economics improving together, from the company's own acti
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 both: (1) volume of business rising now, and (2) per-unit economics improving due to company changes, as a coherent present-tense story. From transcript: Management discusses growth in assets, new strategies, inflows. For example, high income strategy had strong quarter of flows, year-to-date net inflows over $1 billion. Also onboarded accounts. So volume rising. Per-unit economics: They discuss distribution evolution, more structure, coordination, clarifying sales priorities, producing more content, using data to improve effectiveness and efficiency. This suggests better efficiency per sales effort. But is it presented as already happening? They say "We are evolving our distribution model" and "We are creating more structure and coordination" - present tense but ongoing. They also mention hiring first individual to focus on marketing alternatives. But do they explicitly say that per-unit economics are improving? They talk about "increasing intentionality and focus" and "improving alignment" - but not concrete metrics. They also mention that they have "demonstrated that our philosophy and process works" and list alpha numbers, but that's about investment performance, not per-unit economics of the business. The question asks: does management convey that two improvements are happening at the same time: volume rising now AND per-unit economics getting better because of changes the company made. The per-unit improvement must be about the business's economics per unit (e.g., each client, each dollar of AUM, each sale) becoming more profitable or cheaper to serve. Management talks about distribution changes to improve effectiveness and efficiency, but they don't quantify or give concrete examples of per-unit improvement. They also mention that they are "identifying specific strategies where we have compelling near- and medium-term opportunities" and aligning resources. This is more about focus, not necessarily per-unit economics. Also, they mention that they have "evolved" distribution, but it's presented as ongoing evolution, not as a completed improvement that is already showing in per-unit metrics. They also mention that they are "producing more investment content" and "using more data" - but again, no concrete evidence of per-unit improvement. The volume part is clear: they have inflows, new accounts, etc.
NO Deprived of a working part of itself: management describes an already-proven piece of the business it is currently unabl
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 contains a situation where management describes a proven piece of the business that is being held back by the company itself, and management is actively working to feed it, with results understating potential. Let's analyze the transcript. The call covers various topics: Investor Day, credit expansion, emerging markets, distribution evolution, financial results. Key points: - Credit expansion: They have credit strategies with strong performance (alpha numbers). They onboarded accounts, high income strategy had inflows. They completed first close of dislocation fund. They are focused on credit opportunities and global unconstrained. They say "we are still in the early innings" and "tremendous opportunity" but also "we will remain patient for the right opportunities". This seems like they are building out, but not necessarily that the company is holding back a proven piece. They are adding capabilities, but not describing a shortfall. - Emerging markets: They have five EM strategies. They note EM investing has been rough, flows out. They take long-term approach. They are building out China team, etc. They say "we continue to move forward carefully and with discipline". This is about building, not about a proven piece being underfed. - Distribution evolution: They are evolving distribution model. They hired first individual to focus on marketing alternatives. They are identifying specific strategies with compelling opportunities and aligning resources. This is about improving distribution, but not necessarily a specific proven piece being held back. - Financial results: C.J. discusses expenses, headcount increases, etc. The question asks: Does management describe that ONE IDENTIFIABLE PART OF THE COMPANY'S BUSINESS HAS ALREADY PROVEN ITSELF IN REAL USE, and that the company is CURRENTLY UNABLE TO GIVE IT WHAT IT NEEDS — so that management's own account of the period is about a working thing being held back by something inside the company, together with the concrete steps now being taken to release it? We need to find a specific part that is proven, working, and the company is holding it back by not providing enough of something, and management is actively working to feed it, and results understate potential. Look for language like "we are not able to keep up", "we need more", "we are investing to support", etc.
NO After the books closed: the quarter's biggest news happened too late to be in the numbers
Original model output from the research archive. It may be verbose or include the model's working notes.
The question asks whether management reports that the most important positive developments of the period happened so late in the reported period or shortly after it ended that the results being presented contain little or none of their effect, with management itself marking the timing. Let me analyze the transcript carefully. Key positive developments mentioned: 1. Onboarding of a $425 million institutional account in emerging market local opportunities 2. Onboarding of a $250 million institutional account in global unconstrained 3. High income strategy had another strong quarter of flows, bringing year-to-date net inflows to over $1 billion 4. First close of the Artisan dislocation opportunities fund (completed earlier this week - the call is November 1, so this was late October/early November, after Q3 ended September 30) 5. Obtained regulatory approval to execute trades from Hong Kong and placed first trades from there in October (after quarter-end) Now, let me check the timing framing: - The dislocation opportunities fund first close was "earlier this week" - the call is November 1, so this is after Q3 ended. This is a concrete event that happened after the period ended. - The Hong Kong trading approval and first trades in October - also after quarter-end. But does management treat these as "the real story the numbers missed"? Let me look at the context. Jason Gottlieb discusses the credit expansion and the dislocation fund. He says "Earlier this week, we completed the first close of the Artisan dislocation opportunities fund." This is a concrete event after quarter-end. But does he frame it as something that makes the reported results miss the real story? Looking at the overall structure of the call, the discussion of these developments is more about the ongoing business development and strategy rather than specifically about how the reported results miss these developments. The financial results discussion by C.J. Daley covers the quarter's results, and the positive developments are discussed as part of the business update. The question asks whether management marks the timing - saying "late in the quarter," "in the final weeks," "at the very end of the period," "since quarter-end," etc. - for events described as done or now happening. The dislocation fund first close is described as "earlier this week" - which is after the quarter ended.
NO Strong facts, held-back story: management reports concrete strengthening but deliberately keeps expectations below it
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to determine if management both reports concrete, already-occurring strength in the business AND visibly holds the story back from that strength. The strength must be real, described as happening now, and the restraint must be deliberate, with a gap between reported facts and stated expectations. Let's examine the transcript. The call is for Q3 2023. Management discusses various aspects: growth in credit strategies, emerging markets, distribution evolution, financial results. Key points: - Jason Gottlieb discusses credit expansion: "Since inception and after fees, the high income strategy has delivered 193 basis points of average annual alpha. Credit opportunities, 751 basis points; floating rate, 50 basis points; global unconstrained, 603 basis points; emerging market debt opportunities, 939 basis points; and emerging market local opportunities, 255 basis points." That's performance, not necessarily current period strength. - "During the third quarter, we continued to capitalize on this success and grow these businesses. We onboarded a $425 million institutional account and emerging market local opportunities. We onboarded a $250 million institutional account in global unconstrained and the high income strategy had another strong quarter of flows, bringing year-to-date net inflows to over $1 billion for that strategy." That is concrete, already-occurring strength: new accounts, strong flows. - Also, "Earlier this week, we completed the first close of the Artisan dislocation opportunities fund." That's a new product launch. - Eric Colson discusses growth since 1995, distribution evolution, etc. - C.J. Daley discusses financial results: "The decline in equity markets during the quarter drove our assets under management down to $136.5 billion as of September 30. That's a 5% decrease from the June 30 AUM and 7% higher than our AUM at the start of 2023." So AUM declined due to market, but net client outflows primarily in global equity mandates. So overall AUM down, but some strategies had inflows. - "Net client outflows primarily in global equity mandates also contributed to the AUM declines." So there is weakness in some areas. - "We are on track to earn some performance fees in the fourth quarter although the amount remains relatively small as only 3% of our AUM have performance fee billing arrangements." That's a positive but small.
NO Quarter got stronger as it went: management narrates intra-period acceleration with company-specific drivers still in fo
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 reported period strengthened as it progressed, with company-attached drivers still in force. Let's analyze the transcript. The call is about Q3 2023 results. The management discusses various aspects: performance, flows, new mandates, distribution evolution, etc. We need to see if there is any description of the quarter as improving through its course, with a pickup in activity toward the end, and that this is due to company-specific factors that are still working. Looking at the transcript: Eric Colson talks about the Investor Day, growth, etc. Jason Gottlieb discusses credit expansion, emerging markets, and mentions specific inflows: "During the third quarter, we continued to capitalize on this success and grow these businesses. We onboarded a $425 million institutional account and emerging market local opportunities. We onboarded a $250 million institutional account in global unconstrained and the high income strategy had another strong quarter of flows, bringing year-to-date net inflows to over $1 billion for that strategy." This is about specific wins, but not necessarily about a progression within the quarter. C.J. Daley discusses financial results: "The decline in equity markets during the quarter drove our assets under management down to $136.5 billion as of September 30. That's a 5% decrease from the June 30 AUM and 7% higher than our AUM at the start of 2023. Declines in global market indices contributed meaningfully to the decline in our AUM. Net client outflows primarily in global equity mandates also contributed to the AUM declines." So the quarter had market declines and outflows. No mention of improvement as the quarter progressed. Later, C.J. says: "We are on track to earn some performance fees in the fourth quarter although the amount remains relatively small as only 3% of our AUM have performance fee billing arrangements." That's about Q4, not about Q3 progression. There is no description of the quarter as having a slow start and strong finish, or momentum building. The management talks about long-term growth, patience, and investments. They mention that they are seeing interest in certain areas, but not that the quarter itself improved. For example, Eric Colson says: "We're starting to see more people look at their targeted asset allocation and where to put that to work.
NO The bridge is already built: management walks investors from today's numbers to a bigger business using only pieces alre
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to determine if the forward story is built on specific secured/in-motion pieces that are material and near-dated, such that reported results understate the business already locked in. Key points from the call: - Management discusses growth in credit strategies, emerging markets, distribution evolution. - They mention onboarding new accounts: $425M in EM local opportunities, $250M in global unconstrained, high income strategy with $1B net inflows YTD. - They completed first close of Artisan dislocation opportunities fund. - They mention building out China team, Hong Kong trading. - They discuss distribution changes, hiring for alternatives marketing. - They mention expected Q4 distributions causing ~$400M outflows (that's a negative). - They discuss performance fees expected in Q4 but small. The question: Does management present a forward story built on specific secured/in-motion pieces that are material and near-dated, such that reported results understate the business already locked in? Management does mention specific new accounts and fund launches. However, are these material enough to step up the business? The amounts are relatively small compared to $136.5B AUM. The $425M and $250M are small. The $1B inflows in high income is notable but that's already in reported numbers? Actually, they say "year-to-date net inflows to over $1 billion for that strategy" - that's already happened. The dislocation fund first close - but no size given. The forward story seems more about opportunities and building capabilities, not about locked-in contributions that will materially increase near-term results. They talk about "early innings" and "we will remain patient." They mention "we expect to do more" but not specific secured contracts. The distribution evolution is about process, not specific committed business. The forward story is more about market opportunities, building capabilities, and patience. They do mention specific new accounts but those are already in the reported quarter? Actually, they say "During the third quarter, we continued to capitalize on this success and grow these businesses. We onboarded a $425 million institutional account..." So those are already in the reported numbers. The dislocation fund first close is new but no size given, and it's a fund that will invest over time, not necessarily a near-term revenue driver.
NO Cash cost of the wait: management is funding a defined waiting period whose end is already scheduled
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 describes a situation where the company is currently paying for something not yet earning, with a specific near-dated event that ends the wait, and management treats this as the main current work. Let's analyze. The transcript discusses various strategies, investments, and distribution evolution. Key points: They have expanded into credit, emerging markets, etc. They mention hiring, building out teams, and evolving distribution. But is there a specific "waiting period" with a near-dated event? They mention the first close of the Artisan dislocation opportunities fund, but that's a fund launch, not necessarily a cost with a future benefit. They talk about building out EMsights Capital Group, but that seems to be already operating and generating flows. They mention distribution changes, but that's ongoing. The question asks: "does management describe the company as CURRENTLY LIVING THROUGH A DEFINED WAITING PERIOD IT IS PAYING FOR OUT OF ITS OWN POCKET" with three conditions. Let's check each. Condition 1: Paying now for something not yet earning. Management mentions increased headcount, travel, and investments in distribution and marketing. But are these costs for something that hasn't started earning? They say "We have hired excellent people, provided compelling incentives and sold and serviced across multiple channels and geographies with modest headcount and total spend. Over time, though, the number and complexity of our investment strategies has grown considerably. And historical distribution channels are converging... We are involving to increase intentionality and focus by improving alignment between our distribution professionals, content and marketing and data." This sounds like an ongoing evolution, not a specific project with a defined end. They also mention "we recently hired our first individual to focus exclusively on marketing our alternative strategies." That's a hire, but not a large cost with a specific future event. Condition 2: Management speaks as though the wait is the main current work. They talk about building out capabilities, but they also discuss current flows and performance. They don't frame it as a waiting period. Condition 3: The far side is a specific, near-dated event. They mention "We are on track to earn some performance fees in the fourth quarter" but that's small.
NO Undersized for what it has already been handed
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 that the company is presently too small for the business it already has, with all three conditions: (1) business already secured, (2) out of proportion to current size, (3) visibly growing into it now. Also, results just reported contain little of this business. Let's examine the transcript. The call is about Artisan Partners Asset Management, an investment firm. They discuss various strategies, flows, new mandates, etc. They mention onboarding accounts, inflows, etc. But is there any indication that they have more business than they can handle? They talk about growth, but not about being overwhelmed. They mention expanding distribution, hiring, etc., but that's normal growth. They don't say they have secured business that is too large for them. They talk about pipeline, but that's not secured. They mention new mandates like $425 million, $250 million, etc., but these are routine for an asset manager. They also mention a dislocation fund first close, but that's not huge. They talk about emerging markets and credit, but nothing about being undersized. They mention headcount increases, but that's strategic. No mention of strain or inability to serve. They say "we are still in the early innings" for credit, but that's about opportunity, not about being too small. They also mention distribution evolution, but that's about improving, not catching up. The results just reported include some of these flows, but they are not saying that the reported results contain little of the business because it's ahead. They do say "growth is not linear" and "patience", but that's about waiting for growth, not about being overwhelmed. So it seems NO. Let's double-check: Is there any statement that they have more business than they can currently serve? No. They talk about "onboarded" accounts, but those are already served. They talk about "year-to-date net inflows to over $1 billion" for high income, but that's just flows. They don't say they can't handle it. They talk about "we are particularly focused on credit opportunities and global unconstrained strategies" but that's about focus, not about being too small. They talk about "we expect to do more in high value-added credit" but that's future. They talk about "we will remain patient for the right opportunities" - that's about waiting, not about having too much.
NO Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development — broad
Original model output from the research archive. It may be verbose or include the model's working notes.
The user wants me to evaluate the transcript against two gates. Let me analyze carefully. GATE 1 — ORIGINAL SIGNAL The question asks: is there a POSITIVE, CURRENT development in the company's business that management presents as genuinely going well, and does the Q&A discussion produce MORE CONCRETE OPERATING DETAIL than the prepared remarks? Let me look at the call. The prepared remarks cover: - Investor Day held September 27 - Credit expansion, including first close of Artisan dislocation opportunities fund - Emerging markets strategies, including EMsights Capital Group - Distribution evolution - Financial results The Q&A has three analyst questions: 1. John Dunn asks about institutional side puts/takes and consultant mindset 2. Alex Blostein asks about emerging markets catalysts and positioning 3. Alex Blostein asks about margins/expenses 4. Michael Brown asks about private credit and distribution Let me check if any positive current development is probed with additive detail. The emerging markets discussion: In prepared remarks, Jason discussed EM strategies, the EMsights Capital Group, China post venture team, etc. In Q&A, Eric responds about EM but mostly at a high level — "money in motion," "great time for us to get out and showcase" — no new concrete specifics about actual operations, customers, volumes. The private credit discussion: Michael Brown asks about private credit. Eric responds about the credit platform, dislocation fund, but again at a fairly high level — no new specific operating details beyond what was in prepared remarks. The institutional flows question: Eric gives general commentary about muted flows, non-U.S. clients, rebalancing — no new specific operating details. The margin/expense question: C.J. gives some forward-looking guidance about 2024 expenses — this is financial housekeeping/projections, not a positive current development being probed. So is there a positive current development that gets additive detail in Q&A? Let me think... The prepared remarks mention: - First close of dislocation opportunities fund - $425M institutional account in EM local opportunities - $250M institutional account in global unconstrained - $1B net inflows in high income strategy In Q&A, when John Dunn asks about the three new mandates, Eric says: "We have a good interest in the institutional marketplace around these mandates.
NO Priced for a smaller company: management is quietly telling investors the business has already outgrown what the numbers
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 outsiders are currently underweighting something the company has already done, and if they point to a concrete, already-completed or already-operating piece of the business whose contribution is still largely ahead of reported results. Let's analyze the transcript. Key points: - Management discusses their Investor Day, their growth, their strategies. - Jason Gottlieb discusses credit expansion, emerging markets, and distribution evolution. - They mention new hires, new funds, and strategies. - They discuss flows and performance. Specifically, they mention: - "We completed the first close of the Artisan dislocation opportunities fund." That's a concrete thing. - They onboarded institutional accounts in EM local opportunities, global unconstrained, and high income strategy had strong flows. - They talk about distribution evolution, hiring first individual to focus on marketing alternatives. - They talk about emerging markets being underweighted by allocators, but they are building out. Now, does management convey that outsiders are currently underweighting something the company has already done? That is, is there a recognition gap that management itself raises? Look for statements like "not yet appreciated", "still anchored to", "understate", "lag", etc. In the transcript, Eric Colson says: "We have expanded across more investment teams, asset classes and geographies. We have a repeatable process for identifying, recruiting, onboarding and partnering with investment talent. Our operational platform has more capabilities than ever. We are evolving our distribution model, and we have in place a business management team with deep industry and Artisan-specific experience that is extremely well positioned to move us forward." That's more of a general statement. Jason Gottlieb says: "We have demonstrated that our philosophy and process works for clients and talent beyond public equities. In short, these strategies have performed." That's about performance. They talk about emerging markets being underweighted by allocators, but that's about the asset class, not about the company itself being underweighted. Is there any statement that the market or analysts are not fully appreciating something? Possibly the distribution evolution? They say "We are evolving our distribution model" but that's a plan.
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 answer YES or NO based on the transcript. The question asks: does management convey that the main thing standing between the company and meaningfully more business right now is the company's own capability (capacity, people, facilities, throughput, ability to deliver) rather than shortage of demand, AND that they are already spending real money and effort to remove that internal limit, with business waiting on the other side already visible today? Must have all three: (1) live demand pressing in exceeding current capacity, grounded in actual current behavior; (2) the limit is company's own capability; (3) removal already underway with concrete expansion executing or committed. Looking at the transcript: Management discusses growth, distribution evolution, credit expansion, etc. They talk about investing in distribution, marketing, hiring individuals, etc. However, they do not indicate that demand exceeds capacity. They mention "we have a tremendous opportunity" but not that they are turning away business or that they have more demand than they can serve. They talk about being patient for right opportunities. They mention "we are still in the early innings" for credit. They talk about evolving distribution to improve effectiveness. But there is no mention of waiting buyers, stretched lead times, allocated output, or work queued. The limit is not described as their own capability; rather they talk about muted flows, market uncertainty, etc. They do mention hiring and investing, but it's not tied to a demand that presses on capacity. For example, they say "we recently hired our first individual to focus exclusively on marketing our alternative strategies" but that's not about capacity constraint. They also say "we are evolving our distribution model" but that's about improving focus, not about running out of capacity. Thus, the situation described is not that demand exceeds their ability to serve. They are growing but not capacity-constrained. So answer NO. Check: They mention "we have a group of senior leaders" and "we have in place a business management team" but no indication of being overwhelmed by demand. They talk about "the number and complexity of our investment strategies has grown considerably" leading to evolution, but that's about internal organization, not about turning away business. Therefore, the answer is NO.
NO Priced-in pessimism meets a live rebuild: management is arguing against the market's verdict with work already done
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 company clearly operating from low external expectations and management argues with specific operating facts about things already done that business materially better than recent record. Need use only transcript. We need parse. Company Artisan Partners Asset Management Q3 2023 earnings call. Need assess. First, low starting point? The call discusses Investor Day, growth, strategies. Q3 AUM declined 5% due to equity markets, net outflows primarily global equity. Revenues up 2% q/q, up 6% y/y. Year-to-date revenues down 5%, adjusted operating income down 15% vs 2022. But is this "low external expectations"? They are not necessarily poorly performing? They mention emerging markets has been rough, flows out, but they are expanding. They mention "we have no illusions about challenges geopolitics and China." But overall company seems profitable, dividend yield 8%, etc. Need see if management's own account makes plain recently performing poorly, shrinking, losing money, out of favor, doubted. Hmm. Question asks "On this call, is the company clearly operating from a POSITION OF LOW EXTERNAL EXPECTATIONS — meaning management's own account of the business makes plain that the company has recently been performing poorly, shrinking, losing money, out of favor, or generally doubted — AND does management spend a meaningful part of the call arguing, with SPECIFIC OPERATING FACTS ABOUT THINGS ALREADY DONE, that the business the company is now running is materially better than the one that produced its recent record?" Need answer YES only if both. Let's examine. The transcript: Eric Colson opening: "After more than 10 years as a public company, we wanted to review who we are as an investment firm, describe how we have evolved our business and compounded wealth for clients and highlight the team and platform we have in place for future growth. The title of the Investor Day was the power of quality compounding." This is positive. They highlight hypothetical portfolio $1M invested at inception of 28 strategies grew to $117M net, 58% more than passive benchmarks. That's strong. Jason discusses credit expansion, EMsights. "Our expansion into credit is a case study in our repeatable franchise development process." "10 years ago, we did not have any of these capabilities shown on this slide.
NO Call runs ahead of the accounts: the business management describes is already operating beyond the period it is reportin
Original model output from the research archive. It may be verbose or include the model's working notes.
We need to determine if there is a clear gap between the trailing period reported and the level at which the business is already operating, as described by management. The call is for Q3 2023 results. Management discusses various initiatives, new strategies, and recent developments. Key points: They held an Investor Day, they launched a dislocation opportunities fund, they onboarded new institutional accounts in EM local opportunities and global unconstrained, high income strategy had strong flows. They also discuss expansion into credit and emerging markets. They mention that they are evolving distribution. They also mention that they expect Q4 distributions to cause outflows. The question is whether management describes the company as already operating at a higher level than the reported period shows. The reported period is Q3 2023. They mention that they completed first close of a fund, onboarded accounts, etc. These are recent developments that may not have contributed to Q3 results. But is there a sense that the business has moved to a different level? They talk about early innings in credit, and they are still building. They also mention that they are patient. The call seems to be a mix of results and outlook. They don't explicitly say that the reported numbers understate the current business. They do mention that they are investing in distribution and marketing, and that they have new capabilities. But the tone is more about long-term growth and patience. The question asks: "Is there a clear gap — in management's own telling — between the TRAILING PERIOD BEING REPORTED and the LEVEL AT WHICH THE BUSINESS IS ALREADY OPERATING RIGHT NOW?" So we need to see if management conveys that the current business is busier than the print. They mention new fund launches, new accounts, but these are typical for a growing asset manager. They also mention that they are still early innings in credit. They don't say that the reported results are behind. They do say that they expect Q4 distributions to cause outflows, which is a negative. They also mention that they are on track to earn some performance fees in Q4, but that's small. The overall posture seems to be a standard earnings call with updates on strategic initiatives. There is no strong statement that the current level of activity is significantly higher than what the Q3 numbers show.
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APAM call history
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B Q4 2025 · Solid call · 2026-04-28Management held guidance steady against mixed demand signals and expanding margins. The delivery was unusually candid, rich in specifics.
C+ Q3 2025 · Mixed call · 2026-04-28Management held guidance steady against mixed demand signals and expanding margins. The delivery was unusually candid, rich in specifics.
View the 20 core call-quality checks
C+ Q2 2025 · Mixed call · 2025-07-30Management held guidance steady against mixed demand signals. The delivery was unusually candid, rich in specifics.
View the 20 core call-quality checks
B Q4 2024 · Solid call · 2025-02-05Management held guidance steady against mixed demand signals and expanding margins. The delivery was rich in specifics, relaxed under questioning.
View the 20 core call-quality checks
C+ Q3 2024 · Mixed call · 2024-10-30Management held guidance steady against mixed demand signals and expanding margins. The delivery was unusually candid, rich in specifics.
View the 20 core call-quality checks
B Q2 2024 · Solid call · 2024-07-24Management gave no formal guidance against mixed demand signals. The delivery was unusually candid, rich in specifics, relaxed under questioning.
View the 20 core call-quality checks
C+ Q1 2024 · Mixed call · 2024-04-24Management held guidance steady against mixed demand signals. The delivery was rich in specifics, promotional in tone.
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View 33 earlier calls
| Call | Date | Grade | Guidance | Demand | Margins | Candor | Evasion |
|---|---|---|---|---|---|---|---|
| Q4 2023 | 2024-01-31 | B+ | maintained | mixed | contracting | 8/9 | 2/9 |
| Q3 2023 | 2023-11-01 | C+ | maintained | mixed | contracting | 7/9 | 3/9 |
| Q2 2023 | 2023-08-02 | B | maintained | mixed | contracting | 7/9 | 2/9 |
| Q1 2023 | 2023-05-03 | C+ | maintained | mixed | contracting | 7/9 | 3/9 |
| Q4 2022 | 2023-02-01 | C | maintained | mixed | contracting | 8/9 | 3/9 |
| Q3 2022 | 2022-11-02 | B | maintained | slowing | contracting | 8/9 | 2/9 |
| Q2 2022 | 2022-08-03 | C+ | maintained | slowing | contracting | 7/9 | 2/9 |
| Q1 2022 | 2022-04-27 | C | maintained | mixed | contracting | 6/9 | 3/9 |
| Q4 2021 | 2022-02-02 | B+ | raised | stable | stable | 7/9 | 2/9 |
| Q3 2021 | 2021-10-27 | B+ | maintained | stable | expanding | 6/9 | 2/9 |
| Q2 2021 | 2021-08-04 | C+ | maintained | stable | expanding | 7/9 | 3/9 |
| Q1 2021 | 2021-04-28 | C+ | none | stable | expanding | 7/9 | 3/9 |
| Q4 2020 | 2021-02-03 | A | none | accelerating | expanding | 7/9 | 1/9 |
| Q3 2020 | 2020-10-28 | B | maintained | accelerating | expanding | 7/9 | 2/9 |
| Q2 2020 | 2020-07-29 | C | none | accelerating | expanding | 6/9 | 4/9 |
| Q1 2020 | 2020-04-29 | A | maintained | stable | stable | 8/9 | 2/9 |
| Q4 2019 | 2020-02-05 | C+ | maintained | mixed | stable | 7/9 | 4/9 |
| Q3 2019 | 2019-10-30 | C | maintained | mixed | contracting | 6/9 | 3/9 |
| Q2 2019 | 2019-07-31 | C+ | maintained | mixed | stable | 7/9 | 3/9 |
| Q1 2019 | 2019-05-05 | C | maintained | mixed | contracting | 6/9 | 4/9 |
| Q4 2018 | 2019-02-05 | B | maintained | mixed | stable | 8/9 | 2/9 |
| Q3 2018 | 2018-10-31 | B | maintained | slowing | stable | 8/9 | 2/9 |
| Q2 2018 | 2018-08-01 | C+ | none | mixed | stable | 7/9 | 3/9 |
| Q1 2018 | 2018-05-06 | C+ | maintained | mixed | stable | 7/9 | 3/9 |
| Q4 2017 | 2018-02-07 | B | maintained | mixed | expanding | 8/9 | 2/9 |
| Q3 2017 | 2017-11-01 | B+ | none | mixed | expanding | 7/9 | 3/9 |
| Q2 2017 | 2017-08-01 | C | none | mixed | expanding | 6/9 | 4/9 |
| Q1 2017 | 2017-04-29 | C+ | none | mixed | contracting | 7/9 | 2/9 |
| Q4 2016 | 2017-02-07 | C+ | none | mixed | contracting | 8/9 | 2/9 |
| Q3 2016 | 2016-11-01 | C | maintained | mixed | stable | 7/9 | 3/9 |
| Q2 2016 | 2016-07-26 | C | maintained | slowing | contracting | 8/9 | 3/9 |
| Q1 2016 | 2016-04-26 | C+ | maintained | mixed | contracting | 8/9 | 2/9 |
| Q4 2015 | 2016-02-11 | C | none | mixed | contracting | 8/9 | 3/9 |