Question Bank › The product is disappearing into reorder rhythm

The product is disappearing into reorder rhythm

The product is disappearing into reorder rhythm: revenue is shifting from won-each-time to arriving-on-its-own, and the

Calls Tested
500
Answered YES
5
Hit Rate
1%
rare by design

Upwork Inc. (UPWK) — this company's answers

NO on the Q2 2022 call 2022-07-27 C+
The model's full reasoning — Q2 2022 call → NOWe need answer only YES or NO. Need evaluate transcript. Question asks: Does management describe that a growing share of revenue now arrives without new selling event — through reorders, refills, renewals, repeat purchases, usage-driven billing, aftermarket/consumable pull-through, or customers' own standing routines — AND that this self-arriving share has recently and visibly grown as proportion, with management grounding shift in observed current behavior and treating as changing quality of revenue? Need use only transcript. Look for management words. They discuss client reengagement rates, repeat behavior? Consultations early success leading to expand. "clients are averaging much faster time to hire... returning to do follow-on work... at much higher rate 50% higher than seen with talent marketplace jobs historically." That's repeat behavior? But is it about revenue share growing? They mention "strong client reengagement rates" from Consultations. But not necessarily overall revenue self-arriving. Also "client reengagement rates" in opening: "higher customer satisfaction scores, faster time to hire, and strong client reengagement rates from our latest innovative feature in the Project Catalog area called Consultations." That's a feature, not overall revenue mix. They talk about "clients that are on the platform are continuing to grow their spend" and "expansion in hours per project" - that's existing clients spending more, which is self-arriving? But is it described as growing share of revenue without new selling event? They mention "overall spend across 800,000 approximate clients up 16% year-over-year, those spending over 100,000 up 38% and million dollar spenders growing significantly." That's existing client expansion. But question specifically asks "growing share of revenue now arrives without a new selling event" and "recently and visibly grown as proportion." Management does mention "clients that are on the platform are continuing to grow their spend" and "expansion in hours per project" as driver. But is that self-arriving? Existing clients reordering? They don't explicitly frame as "self-arriving revenue" or "quality of revenue." They mention "client reengagement rates" from Consultations. But is that a recent shift in proportion? No, it's a new feature pilot. Also "many clients have already derived additional benefits from new plan" etc.

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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 GROWING SHARE OF THE COMPANY'S REVENUE NOW ARRIVES WITHOUT A NEW SELLING EVENT — through reorders, refills, renewals, repeat purchases, usage-driven billing, aftermarket or consumable pull-through, or customers' own standing routines — AND that this self-arriving share has RECENTLY AND VISIBLY GROWN as a proportion of the business, with management grounding the shift in observed current behavior and treating it as changing the company's quality of revenue? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent recent shift with both halves present: (1) SELF-ARRIVING REVENUE, OBSERVED NOW: management points to real, current repeat-mechanism revenue — reorder rates, renewal behavior, consumable or aftermarket attach, usage growth from installed product, or customers reordering on their own schedule — described with concrete grounding in the recent period, not asserted through generic 'recurring revenue' or 'loyal customers' language; and (2) THE PROPORTION HAS RECENTLY MOVED: management conveys that this self-arriving component is a visibly LARGER share of the business than it recently was — through an installed base that has recently scaled, a consumable or service stream now compounding on top of equipment already placed, or repeat behavior recently strengthening — so the company's revenue is becoming progressively less dependent on winning each sale, with the mix still early in its shift. Answer NO if the business has always been overwhelmingly recurring or contractual with nothing recently shifted. NO if repeat language is boilerplate with no observed behavior or recent change. NO if the repeat revenue is forced by contract lock-in with no customer choice described. NO if the shift is only planned or hoped for. NO if the pattern rests on one anecdote, or appears only in an analyst's question management does not affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
DUOT Duos Technologies Group, Inc. Q4 2023 2024-04-01 F
QTRX Quanterix Corporation Q3 2023 2023-11-07 B
CYBR CyberArk Software Ltd. Q3 2021 2021-11-04 B+
IRBT iRobot Corporation Q3 2021 2021-10-28 D
TOUR Tuniu Corporation Q4 2017 2018-03-14 D

How the model reasoned

DUOT · Q4 2023 → YESThe question is about whether management describes a growing share of revenue arriving without a new selling event, through reorders, renewals, etc., and that this has recently and visibly grown as a ...
QTRX · Q3 2023 → YESThe question is about whether management describes a growing share of revenue arriving without a new selling event, like through reorders, consumables, etc., and that this share has recently grown.
CYBR · Q3 2021 → YESThe question is about whether management describes a growing share of revenue arriving without a new selling event, like through renewals, and that this has recently grown as a proportion.

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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.