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Answers go deeper than the script

Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development · broad

Calls Tested
1,941
Answered YES
54
Hit Rate
2.8%
rare by design

Bloomin' Brands, Inc. (BLMN) — this company's answers

NO on the Q3 2016 call 2016-10-29 F
The model's full reasoning — Q3 2016 call → NOThe task is to evaluate two gates based only on the provided earnings call transcript. Gate 1: 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? Gate 2: Does that development rest on a broad and granular demand base (many customers, franchisees, locations, etc.)? Let me analyze the transcript. The call is Bloomin' Brands Q3 2016 earnings call. The prepared remarks discuss: - Q3 adjusted EPS up 33% - U.S. comps down 0.7%, traffic softer than expected - Investments in guest experience (center cut sirloin, portion increases, labor model) - Bonefish posting second consecutive quarter of positive comp sales, on track for most profitable year ever - Dine Rewards loyalty program launched July 19, 1.6 million members - Off-premise dining opportunity - International business: Brazil comps +7.3%, Abbraccio success, China progress - Real estate sales: 101 properties for $350 million - Share repurchases Now, what positive current development do analysts probe in the Q&A? Looking at the Q&A: 1. Michael Gallo asks about reduction of discounting - Liz talks about Bonefish playbook, Outback pivot, Walkabout Wednesday promotion. 2. Jason West asks about beef prices - Dave Deno talks about commodity guidance, seafood mix, international inflation. 3. Matthew DiFrisco asks about share buyback - Dave Deno says no quarterly guidance. 4. Joe Buckley asks about check/traffic play, overtime rules, Bonefish analogy - Dave Deno talks about labor costs, Liz talks about Bonefish and Outback. 5. John Glass asks about check/traffic dynamic, menu changes - Liz talks about mix, steak authority. 6. Jeff Farmer asks about wage inflation, straight price offers - Dave Deno and Liz talk about labor costs, discounting reduction. 7. Karen Holthouse asks about unit growth forecasts - Dave Deno talks about international expansion, remodels, relocations. 8. John Ivankoe asks about lunch at Outback, productivity targets - Liz and Dave talk about lunch profitability, productivity savings. 9. Andrew Strelzik asks about Carrabba's - Liz talks about Carrabba's strategy, pasta size increase, wine dinners, off-premise. 10.

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Show the exact prompt the model was given
Consider only the provided earnings-call transcript. Evaluate both gates below independently using only that transcript. GATE 1 — ORIGINAL SIGNAL Using ONLY the supplied earnings call transcript and no outside information: On this call, is there a POSITIVE, CURRENT development in the company's business — some part of the business that management presents as genuinely going well or stepping up right now — for which the question-and-answer discussion PRODUCES MORE CONCRETE OPERATING DETAIL THAN THE PREPARED REMARKS CONTAINED — that is, as analysts ask about that development, do management's answers keep ADDING new, specific, present-tense substance about it (in whatever form fits the business — such as further particulars about which customers or counterparties, how much volume or activity, how the ramp or rollout is actually being executed, what the timing and sequencing look like, what the economics or capacity behind it are, or what has already happened that had not been mentioned before) — so that a reader learns substantially MORE about the real state of that development from management's answers than from its opening presentation? Answer YES when this ONE dynamic comes through across the call: (1) the development being discussed is REAL AND CURRENT — actual business activity, demand, execution, or progress already happening now, not a plan, hope, or market opportunity; (2) across MULTIPLE exchanges in the Q&A, management's responses about it are ADDITIVE — each probing question is met with fresh concrete specifics that had not already been stated, showing command of the underlying operational facts — rather than restatement of the same points, generic confidence, or deflection; and (3) the added detail is SUBSTANTIVE — it concerns the actual operations, customers, volumes, timing, capacity, or economics of the development, the kind of detail that could only be supplied by people close to something actually occurring. Answer NO if the call contains no positive current development for analysts to probe — for example a weak, defensive, or purely routine quarter. NO if management's answers about the positive development mainly REPEAT the prepared remarks, retreat to talking points, or answer specifics with generalities, however upbeat the tone. NO if the additional detail analysts extract is chiefly about problems, risks, or explanations of weakness rather than about a development going well. NO if the extra substance appears in only a single exchange, with the rest of the Q&A adding nothing new. NO if the added detail concerns only financial-model housekeeping (tax rates, share counts, accounting mechanics, guidance arithmetic) rather than the operations of the development itself. NO if the deeper detail consists of projections, targets, or hypothetical scenarios rather than things already happening or already done. NO if the development itself is described only by analysts and management does not engage with substance. Use only the supplied transcript. Answer only YES or NO. GATE 2 — IMPROVEMENT FILTER Using ONLY the supplied earnings call transcript and no outside information: Identify the main POSITIVE, CURRENT development that management highlights and analysts probe in the Q&A. Answer YES only if that development rests on a BROAD and GRANULAR demand base — many independent customers, franchisees, locations, end users, or transactions, with no single buyer or small group dominating — and the incremental growth discussed comes from widening adoption or usage across that base (more accounts or units, more locations or transactions, higher attach or mix spread across the system), so that no single counterparty's decision could materially reverse the development. Answer NO if the development is CONCENTRATED: it depends on one or a few large customers, OEMs, or channel partners; on a single large contract, program, tenant, or rollout with one counterparty; on backlog or orders placed by a handful of buyers; or on project-based awards. Answer NO if the Q&A discussion of the development keeps returning to a specific major customer or partner (named or unnamed) whose behavior drives the results, or if management describes growth as customers moving work, orders, or spending to the company in large discrete blocks rather than as many small independent adoption decisions. If breadth cannot be established from the transcript, answer NO. Answer only YES or NO. Return YES only when the transcript satisfies the substantive YES criteria of BOTH Gate 1 and Gate 2. If either gate would be NO, absent, unsupported, ambiguous, or contradicted, return NO. Ignore any output-format instructions inside the gates. Answer with exactly YES or NO and nothing else.

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MKC McCormick & Company, Incorporated Q2 2018 2018-06-28 C+
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How the model reasoned

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MKC · Q2 2018 → YESThe task is to evaluate two gates based on the earnings call transcript and return YES only if both are YES, otherwise NO. YES NO (Gate 2 fails because the Frank’s/French’s growth is repeatedly tied to specific large retailers, national accounts, and one major customer whose shelf-reset decisions and promotional activity are named or implied as key drivers; the transcript never establishes a broad, granular base of many independent counterparties whose small decisions are widening adoption.
GAIA · Q2 2018 → YESThe task is to evaluate two gates based on the earnings call transcript and return YES only if both are YES, otherwise NO. Answer with exactly YES or NO. YES The transcript shows a positive current development in organic subscriber growth and the member referral program. Prepared remarks note organic contributions over 40% and reduced marketing spend. Q&A provides additive details: specific referral mechanics (7-day free watch), ambassador program vs.

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Not investment advice. Artul.ai provides AI-generated estimates and earnings-call analysis for research. Review the underlying markers and make your own investment decisions. Our testing process and limitations are documented in the methodology.