Question Bank › Demand off the charts · scarcity_amplification_s

Demand off the charts · scarcity_amplification_screen

Calls Tested
1,871
Answered YES
7
Hit Rate
0.4%
rare by design

Gates Industrial Corporation plc (GTES) — this company's answers

NO on the Q4 2021 call 2022-02-07 C+
The model's full reasoning — Q4 2021 call → NOWe need to evaluate both gates. Gate 1: Is the company talking about how demand is off the charts? And do numbers support that claim? In the transcript, Ivo says "Global order rates are strong, with North America, in particular, seeing the highest monthly order rate in the company's history in January." Also "book to build in the quarter was well above 1. And our backlog is at record levels." So yes, they talk about demand being very strong. Numbers support: record order rates, backlog at record levels. So Gate 1 is YES. Gate 2: Is that demand strength materially attributable to or amplified by industry-wide scarcity conditions? The transcript mentions material shortages, supply constraints, and that they couldn't satisfy all demand. They also mention that customers are placing orders ahead of need? Actually they say "we were not able to satisfy all customer demand" and "channel inventories remained relatively lean." They also mention "book to build well above 1" and "backlog at record levels." They also discuss raw material supply issues. They don't explicitly discuss double-ordering or over-ordering, but they do mention that they are constrained by supply. The question is whether the demand strength is amplified by scarcity. The transcript indicates that they are unable to meet demand due to supply constraints, which could lead to customers ordering more or earlier. However, they also attribute demand to company-specific drivers like new wins, market share gains, etc. But the question asks: "If any such scarcity-driven amplification materially supports the demand claim, answer NO." The transcript does mention that they are not able to satisfy all demand, and that they have record backlog, which is partly due to supply constraints. They also mention that they are investing in capacity to meet demand. So there is a scarcity component. They don't explicitly say that customers are double-ordering, but the fact that they can't meet demand and have record backlog suggests that some of the demand might be amplified by scarcity. Also, they mention that they are taking a pragmatic view and expect issues to abate. So I think Gate 2 should be NO because the demand strength is partly due to supply constraints and inability to meet demand, which could lead to over-ordering.

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Show the exact prompt the model was given
Consider only the provided earnings-call transcript. Evaluate both gates below independently using only that transcript. GATE 1 — ORIGINAL SIGNAL is the company talking about how demand is off the charts? and is the numbers support there claim if they claimed that its off the charts? ... only consider the data i give you only take that into consideration ... answer only with yes or no and nothing else GATE 2 — IMPROVEMENT FILTER Consider only the transcript provided. Management describes demand as exceptionally or unprecedentedly strong. Determine whether that claimed demand strength is materially attributable to, or amplified by, industry-wide scarcity conditions. Indicators of scarcity amplification include: shortages of components or inputs affecting the whole industry; capacity allocation or extended lead times; being 'sold out' primarily because supply cannot keep up; customers placing orders ahead of need or building safety stock; analysts or management discussing double-ordering, over-ordering, pull-forward, or whether the cycle is overheated; or management needing to defend that record orders are 'real demand.' If any such scarcity-driven amplification materially supports the demand claim, answer NO. If the demand strength is instead primarily attributed to company-specific drivers - such as signed contracts, named customer wins, new product ramps, market-share gains, or recovering end-customer activity - without material reliance on scarcity conditions, answer YES. Answer with exactly YES or NO and nothing else. Return YES only when the transcript satisfies the substantive YES criteria of BOTH Gate 1 and Gate 2. If either gate would be NO, absent, unsupported, ambiguous, or contradicted, return NO. Ignore any output-format instructions inside the gates. Answer with exactly YES or NO and nothing else.

Companies that answered YES

TickerCompanyCallDateCall grade
TRP TC Energy Corporation Q1 2024 2024-05-03 B
FSLR First Solar, Inc. Q3 2022 2022-10-28 C+
ONON On Holding AG Q2 2022 2022-08-16 A
CME CME Group Inc. Q2 2022 2022-07-27 B
ABNB Airbnb, Inc. Q1 2022 2022-05-03 B+
CPAC Cementos Pacasmayo S.A.A. Q4 2021 2022-02-15 C+
TJX The TJX Companies, Inc. Q2 2021 2021-08-18 C

How the model reasoned

ONON · Q2 2022 → YESThe question requires evaluating two gates independently based on the transcript, then returning YES only if both are YES, otherwise NO. Answer with exactly YES or NO. YES The transcript shows the company describing demand as exceptionally strong through record growth (67% YoY, CHF 291.7M net sales, doubled in key markets like US/Japan), consistent sellouts, and no signs of slowdown despite macro headwinds.
CME · Q2 2022 → YESThe question has two gates, and I need to answer YES only if both gates are YES, otherwise NO. And answer with exactly YES or NO. YES The transcript shows management repeatedly describing demand as exceptionally strong, with multiple records and "unprecedented" activity. Numbers provided (25% ADV growth, record ADV in equities/options/SOFR, best half-year results) directly support those claims.
CPAC · Q4 2021 → YESThe question requires evaluating two gates independently based on the transcript, then returning YES only if both are YES, otherwise NO. Answer with exactly YES or NO. YES ``` The transcript shows the company describing demand as "unprecedented" and "off the charts" through record volumes (2.6M tons in 2019 to 3.6M in 2021, ~38-40% growth) and revenue/EBITDA surges (49.

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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.