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

Kimball Electronics, Inc. (KE) — this company's answers

NO on the Q3 2023 call 2023-05-06 C+
The model's full reasoning — Q3 2023 call → NOWe need to determine if management describes that a meaningful share of current business growth is arriving without the company having to persuade the buyer, i.e., demand is increasingly generated by parties with direct prior experience of what the company provides, and that this pattern is still early with most of the business still ahead. Let's analyze the transcript. The call is about Q3 fiscal 2023 results. Management discusses record sales in all verticals, growth driven by industry megatrends, facility expansions, etc. They talk about strategic plan, growth opportunities, but do they mention that existing customers are generating business on their own initiative? They mention "new program wins" and "increased capacity" but not specifically that demand is coming from repeat customers without persuasion. They talk about "sticky" business in automotive with long program life cycles, but that's about contract stickiness, not necessarily that prior experience is driving demand. They mention "new and existing programs" but not that existing customers are expanding on their own. They talk about "new product introductions" and "ramp up" but not about earned recurrence. They mention "customer introductions" but that's about management meeting customers. They don't describe a pattern where customers with first-hand experience are generating business on their own initiative. They talk about industry trends, but not about repeat business driving growth. They mention "new program wins" but that could be new logos. They don't say that existing customers are coming back for more without persuasion. They do mention "sticky" and "single source awards" but that's about contract longevity, not about demand generation. They also mention "we are forecasting a solid finish" and "updating outlook" but not about earned recurrence. The question asks: does management describe that a meaningful share of current business growth is arriving without the company having to persuade the buyer? That would be like existing customers expanding, renewing, etc. The transcript does not explicitly say that. They talk about "new program wins" which could be new customers. They talk about "increased content" in automotive, but that's about technology trends, not about repeat customers.

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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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