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Regular buyers moved from occasional to programmatic purchasing

Calls Tested
500
Answered YES
4
Hit Rate
0.8%
rare by design

CONSOL Energy Inc. (CEIX) — this company's answers

NO on the Q4 2022 call 2023-02-07 B
The model's full reasoning — Q4 2022 call → NOWe need to answer YES or NO based on the transcript. The question asks: does management describe that counterparties who previously bought occasionally, transactionally, or one order at a time have recently shifted to buying on a programmatic, scheduled, or standing basis — multi-period commitments, recurring orders, standing allocations, framework agreements, scheduled deliveries, or the company being built into the counterparty's own ongoing plans — with this shift described as actually occurring now across real relationships, and its fuller revenue effect still ahead of the reported results? We need to find if management conveys a before/after change in buying behavior, real and recent, and early in the numbers. In the transcript, there is discussion about contracting. Bob Braithwaite mentions: "Of the 8.3 million tons that we contracted for through 2025, 5 million was to a domestic customer under a term deal through 2025. So, again, I guess this just shows the fact that people are out there buying under term contracts, they are concerned about supply going forward. We're also in discussions with another domestic customer of our term deal as well. And then, when you look at the export side, I can't say much more, but we are in discussions with several end users in both Europe and Asia on term deals, and I'm hopeful by our next earnings call, we'll have a little bit more to report there." This indicates that they are getting term deals, but is that a shift from occasional to programmatic? The company has always had contracts? They mention they have a contracted position for 2023 and 2024. In the prepared remarks, Jimmy says "we are 90 plus percent contracted at the midpoint of our guidance range." Also they increased forward sell position by more than 8 million tons through 2025. But is that a shift in counterparty behavior? The question specifically asks about counterparties who previously bought occasionally, transactionally, or one order at a time shifting to programmatic. The transcript does not explicitly say that customers used to buy ad hoc and now commit to multi-period arrangements. It says they have contracted more, but not that this is a new behavior. The company has always been contract-heavy? In the past, they likely had contracts. The question asks for a behavioral change described. I don't see any before/after contrast.

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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 counterparties who previously bought from the company OCCASIONALLY, TRANSACTIONALLY, OR ONE ORDER AT A TIME have RECENTLY shifted to buying on a PROGRAMMATIC, SCHEDULED, OR STANDING BASIS — multi-period commitments, recurring orders, standing allocations, framework agreements, scheduled deliveries, or the company being built into the counterparty's own ongoing plans — with this shift described as actually occurring now across real relationships, and its fuller revenue effect still ahead of the reported results? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent behavioral change with all three present: (1) A BEFORE/AFTER IN HOW BUYING HAPPENS: management contrasts, directly or plainly in substance, the old episodic pattern with a new ongoing one — customers who used to order ad hoc now committing to regular volumes, schedules, programs, or multi-period arrangements; (2) REAL AND RECENT: the programmatic arrangements are actually signed, running, or being executed now with identifiable counterparties or a described group of them — not proposed, hoped for, or under negotiation; and (3) EARLY IN THE NUMBERS: management conveys that the recurring arrangements have only begun to flow through results, with their steady-state contribution still ahead, and treats the shift as meaningful to the company's trajectory. Answer NO if the business has always been recurring or contractual by nature, with nothing newly programmatic. NO if the shift is only aspirational or being piloted without commitments in force. NO if the change is one customer's single arrangement management treats as exceptional. NO if described only as strong repeat demand without a changed buying structure. NO if the recurring revenue is mature and fully in the reported numbers. NO if the shift 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
CRL Charles River Laboratories International Q2 2022 2022-08-03 C
GFS GLOBALFOUNDRIES Inc. Q3 2021 2021-11-30 A
PTC PTC Inc. Q3 2017 2017-07-19 C+

How the model reasoned

DUOT · Q4 2023 → YESThe question is about whether management describes a shift from occasional/transactional buying to programmatic/scheduled/standing basis buying, with specific criteria. NO The transcript shows management highlighting growth in recurring revenues from service contracts, AI services, and data subscriptions, but it does not describe a broad shift from occasional/transactional buying to programmatic/scheduled/standing basis buying across multiple counterparties. The mentions are of specific, recent expansions and deployments rather than a systemic change in customer purchasing behavior with the required before/after contrast and early-stage steady-state impact.
GFS · Q3 2021 → YESThe question is about whether management describes a shift from occasional/transactional buying to programmatic/scheduled/standing basis buying, with specific criteria. YES The transcript shows management describing a clear before/after shift: customers who previously bought occasionally or transactionally (ad hoc orders) have now moved to long-term agreements (LTAs) for multi-period commitments and scheduled deliveries. This is presented as real and recent, with signed LTAs covering over $20 billion in 2021 and additional agreements signed since the roadshow, running now with customers in the auto sector for 3-5 year ramps.
PTC · Q3 2017 → YESThe question is about whether management describes a shift from occasional/transactional buying to programmatic/scheduled/standing basis buying, with specific conditions. YES The transcript shows management describing a clear shift from transactional perpetual license purchases to subscription-based recurring commitments, with conversions already occurring (29 customers this quarter) and the impact still building toward steady-state revenue. This aligns with the before/after pattern, real recent executions, and early-stage revenue contribution.

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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.