Question Bank › Earned recurrence: demand arriving from first-ha

Earned recurrence: demand arriving from first-hand-proven buyers, still early

Calls Tested
489
Answered YES
4
Hit Rate
0.8%
rare by design

J&J Snack Foods Corp. (JJSF) — this company's answers

NO on the Q1 2016 call 2016-01-26 C
The model's full reasoning — Q1 2016 call → NOWe need to determine if management describes a meaningful share of current business growth arriving without persuasion, from parties with direct prior experience, and that this pattern is still early with most contribution ahead. Scan the transcript for relevant statements. Management discusses various product lines. Key points: - Soft pretzel sales down, attributed to menu fatigue, not a recurring pattern. - Churros up 7%, with OREO churros new. - Funnel cakes up 58%, with whole-grain product well received in schools. Also mentions a major chain rolling out funnel cake in future quarters. - ICEE and frozen beverages up 17%, with gallon sales up 11%. Service revenue up 16%. This business continues to perform well. They mention placing machines, selling/leasing, and new locations. This seems like expansion through placement, not necessarily earned recurrence from prior experience. - Handheld sales down, but they mention a major customer they've been dealing with for almost two years, with a backlog of products, and they are cautiously optimistic. This is a specific customer, not a broad pattern. - Licensing deals: OREO, Pillsbury, Minute Maid. They expect $7 million annualized sales from licensed products. This is new product launches, not recurrence. The question asks: Does management describe that a meaningful share of current business growth is arriving without persuasion, from parties with direct prior experience (e.g., customers expanding, returning, renewing, deepening, referencing)? And is this pattern still early with most contribution ahead? Look for any explicit statement about customers coming back on their own, or installed base driving follow-on business. The closest is the ICEE business: they place machines, and then gallon sales increase. But that's more about placement driving sales, not necessarily customers returning on their own. They also mention service revenue up 16% - that might be recurring service contracts, but not described as earned recurrence. There is mention of a major customer for handhelds with a backlog, but that's one anecdote, not a broad pattern. Management does not explicitly say that growth is coming from existing customers' own initiative without persuasion. They talk about their own marketing, sales efforts, new product introductions, and placements. The growth seems driven by their own push. Thus, answer NO.

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Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: On this call, does management describe that a MEANINGFUL SHARE OF THE COMPANY'S CURRENT BUSINESS GROWTH is arriving WITHOUT THE COMPANY HAVING TO PERSUADE THE BUYER — that is, demand is increasingly generated by parties with DIRECT PRIOR EXPERIENCE of what the company provides (customers with first-hand experience expanding, returning, renewing, deepening, or referencing; parties that have already used, deployed, trialed, tested, sampled, piloted, or bought an initial piece of what the company sells now coming back for more; an installed base pulling follow-on business through on its own), rather than by the company's own selling, marketing, pricing, promotions, or new-logo acquisition push — AND does management convey that this earned-recurrence pattern is STILL EARLY enough that most of the business it will generate is still ahead of the reported results? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent phenomenon: parties with first-hand experience of the company's offering are generating business on their own initiative — as a real, current, observable pattern in how the company's demand is being produced today — and management treats this as meaningful to where the company is heading with most of the contribution still ahead. Management need not use any particular vocabulary; it may show up in how it describes demand sources, customer behavior, reorder dynamics, expansion of proven relationships, or the decreasing role of persuasion in winning business. Answer NO if growth is described mainly through the company's own selling push, pricing actions, promotions, marketing, or new-logo acquisition, however strong. NO if the 'return' activity is merely a contractually forced renewal, a standing subscription auto-charge, or an ordinary slow-order cadence, with no sense that prior experience itself is now driving the demand. NO if the earned recurrence is only hoped for, planned, or projected rather than already observable. NO if the only evidence is one isolated anecdote with no broader pattern. NO if the recurrence is already mature and fully reflected in the reported results, with no meaningful contribution still ahead. NO if management attributes the shift to a one-time event, a temporary spike, or a pull-forward it expects to reverse. NO if the idea appears only in an analyst's question that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
LTRX Lantronix, Inc. Q3 2024 2024-04-29 C
DASH DoorDash, Inc. Q3 2023 2023-11-01 C+
ATI Allegheny Technologies Incorporated Q1 2018 2018-04-24 B
UPLD Upland Software, Inc. Q4 2017 2018-03-08 C+

How the model reasoned

ATI · Q1 2018 → YESThe question is about whether management describes a meaningful share of the company's current business growth arriving without the company having to persuade the buyer, from parties with direct prior...YES Management describes a meaningful share of current growth coming from parties with direct prior experience—Boeing and Airbus exercising their supply chain after assessing geopolitical risks, plus customers awarding forgings based on 2017 actions and continuing to do so in 2018—while treating this as still early, with most of the contribution 2019–2020 and beyond as the multi-year production expansion unfolds.
LTRX · Q3 2024 → YESThe question is: Does management describe that a MEANINGFUL SHARE OF THE COMPANY'S CURRENT BUSINESS GROWTH is arriving WITHOUT THE COMPANY HAVING TO PERSUADE THE BUYER — demand generated by parties wi...
DASH · Q3 2023 → YESThe question is: Does management describe that a MEANINGFUL SHARE OF THE COMPANY'S CURRENT BUSINESS GROWTH is arriving WITHOUT THE COMPANY HAVING TO PERSUADE THE BUYER — demand generated by parties wi...

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Not investment advice. Artul.ai publishes AI-generated earnings-call quality grades and expected-volatility estimates — never buy or sell recommendations. We tested over 1,600 predictive hypotheses against 165,000 transcripts; the honest result, including what failed, is documented in our methodology.