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

Novanta Inc. (NOVT) — this company's answers

NO on the Q4 2017 call 2018-05-12 B+
The model's full reasoning — Q4 2017 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 (customers returning, expanding, etc.)—and that this pattern is still early with most contribution ahead. Scan the transcript for such descriptions. The call discusses growth in various segments. Key points: - "We continue to see broad-based growth momentum across the company with all three operating segments demonstrating double-digit year-over-year reported review growth." - "We also had a very strong order book performance with an overall book-to-bill of 1.14, with all our businesses showing a positive book-to-bill performance." - "Key growth applications where we deliver innovation that matters are DNA sequencing, robotic surgery, endoscopy, advanced laser material processing and precision automation." - "We continue to make good progress on our strategic growth priorities driving long-term organic growth through commercial excellence and innovation." - "The highlight this quarter was our new product revenue, which doubled year-over-year." - "Our vitality index, which is revenue from new products launched in the last four years, is now on solid double-digit territory." - "Our revenue in the first quarter from China increased by more than 35% versus last year and the number of design wins grew double-digits." - "We believe these indicators support our medium-term organic growth guidance of 5% to 7% on average." The question is about whether demand is increasingly generated by parties with direct prior experience (e.g., repeat customers, installed base pulling follow-on business) rather than by the company's own selling push. The transcript does not explicitly describe such a phenomenon. It talks about new product revenue, design wins, and broad-based growth, but not about customers returning based on prior experience. There is no mention of an installed base driving follow-on business, or that prior experience is now driving demand. The growth is attributed to commercial excellence, innovation, and new products. The book-to-bill is strong, but that doesn't indicate that demand is coming without persuasion. The company is actively selling and marketing. There is no description of a shift to earned recurrence.

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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.