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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

The Williams Companies, Inc. (WMB) — this company's answers

NO on the Q3 2021 call 2021-11-02 B
The model's full reasoning — Q3 2021 call → NOWe need to determine if management describes a growing share of revenue arriving without a new selling event, with recent visible growth in that proportion, grounded in observed current behavior. The transcript is about Williams Companies, a natural gas infrastructure company. Their revenue is largely from long-term contracts, gathering fees, transmission capacity, etc. They discuss growth in volumes, new projects, but the question is about self-arriving revenue like reorders, renewals, usage-driven billing, etc. In this context, revenue from existing contracts, like gathering volumes from existing wells, or transmission capacity from existing contracts, might be considered recurring. But the question specifically asks about a shift where a growing share arrives without a new selling event, and that this share has recently and visibly grown as a proportion of the business. Management does talk about volume growth, but that's from existing assets and contracts. However, they also talk about new projects coming online, which are new selling events. The key is whether they describe a recent shift in the mix toward self-arriving revenue. They mention that their business is durable, with long-term contracts, but that's not necessarily a recent shift. They also mention that they have upside from commodity prices, but that's not self-arriving revenue in the sense of repeat purchases. The question is about a specific pattern: e.g., installed base leading to consumable pull-through. For Williams, it's more about gathering volumes from existing wells, but that's tied to producer activity, not necessarily self-arriving. They do mention that their gathering volumes grow at a rate nearly 10 times Lower 48 gas production, but that's due to market share gains, not necessarily self-arriving. They also mention that they expect to announce system expansions, but that's new projects. The transcript does not seem to describe a shift where a growing share of revenue arrives without a new selling event. They talk about long-term contracts, but that's always been the case. There's no mention of a recent change in the proportion of revenue that is self-arriving. They do mention that they have upside from commodity prices, but that's not a repeat mechanism.

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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.