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

TETRA Technologies, Inc. (TTI) — this company's answers

NO on the Q1 2024 call 2024-05-01 A
The model's full reasoning — Q1 2024 call → NOWe need to determine if management describes a meaningful share of current business growth arriving without persuasion, driven by parties with direct prior experience, and that this pattern is still early with most contribution ahead. Scan the transcript for relevant statements. Management discusses: - Completion Fluids & Products: strong performance, deepwater activity, CS Neptune jobs. They mention discussions with super majors for projects, but not explicitly that these are repeat customers with prior experience driving demand without persuasion. They mention "level of discussions with operators in the Gulf of Mexico for CS Neptune projects has been the highest in several years" but that's about discussions, not necessarily earned recurrence. - Water & Flowback: market share gains, but not specifically about repeat customers. - Beneficial reuse: they have a pilot with an operator, now expanding to commercial projects. They mention "we have a pretty deep working relationship with this operator" and expanding to Permian. This suggests prior experience leading to more business. They also mention "almost every operator that operates in the Permian Basin that is interested in finding a beneficial reuse solution" and that they are in discussions. But is this a pattern of earned recurrence? They had a successful pilot, now commercial contracts. That is an example of prior experience driving demand. However, is it "meaningful share of current business growth"? It's early, still ahead. They say "we will see the benefit financially in 2025" and "we've never planned on that for 2024." So it's still ahead. But is it a broad pattern? They mention multiple operators interested, but it's still early. Also, they mention "we are in discussions with about future projects" but not that these are already generating revenue. The question asks if management conveys that this earned-recurrence pattern is still early enough that most of the business it will generate is still ahead. For beneficial reuse, yes, they say it's not impacting 2024, will impact 2025. But is that a "meaningful share of the company's current business growth"? The company's current growth is from Completion Fluids and Water & Flowback. The beneficial reuse is a strategic initiative, not yet contributing significantly. So it's not a meaningful share of current business growth.

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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.