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

Illumina, Inc. (ILMN) — this company's answers

NO on the Q1 2018 call 2018-04-24 A
The model's full reasoning — Q1 2018 call → NOWe need to determine if management describes a meaningful share of current business growth arriving without the company having to persuade the buyer, i.e., demand from parties with direct prior experience, and that this pattern is still early with most contribution ahead. Looking at the transcript, management discusses strong consumables growth across the portfolio, NovaSeq adoption, and mentions that about 25% of NovaSeq orders come from new to Illumina or straight from benchtop customers. But that's about new customers. The question is about existing customers with prior experience generating business on their own initiative. Management talks about HiSeq customers transitioning to NovaSeq, but that's a planned upgrade cycle. They mention that the NovaSeq upgrade cycle will span multiple years, and they are seeing good uptick from new customers. However, the description of demand seems to be driven by the company's own selling and marketing efforts, not necessarily that existing customers are spontaneously generating business without persuasion. The transcript does mention that they are seeing strong demand for sequencing consumables across the board, but it doesn't explicitly state that this demand is coming from parties with direct prior experience without the company's push. The company is actively investing in programs, partnerships, and marketing to drive adoption. For example, they mention launching studies, partnering with hospitals, etc. The question asks if management conveys that earned-recurrence pattern is still early. There is no explicit statement that most of the business from existing customers is still ahead. They talk about the NovaSeq upgrade cycle being multi-year, but that's about planned transitions, not necessarily about customers coming back on their own initiative. Also, the transcript mentions that they are seeing strong growth in consumables, but they attribute it to a broad range of applications and drivers, not specifically to existing customers' repeat behavior. The company is actively selling and marketing. Thus, the answer is NO. The growth is described as driven by the company's own efforts, and there is no clear indication that a meaningful share of growth is coming from parties with direct prior experience without persuasion.

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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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