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

Alphatec Holdings, Inc. (ATEC) — this company's answers

NO on the Q4 2021 call 2022-03-01 C+
The model's full reasoning — Q4 2021 call → NOWe need to evaluate two gates based on the transcript. Gate 1: Is the company talking about how demand is off the charts? And do the numbers support that claim? The transcript mentions strong growth, record revenue, high growth rates, but does it explicitly say "demand is off the charts"? The CEO says "the excitement here is really sector-leading growth" and "we have built one of MedTech's best growth stories". They talk about strong demand, but not explicitly "off the charts". However, they do mention "the enthusiasm was probable" and "hockey stick" for surgeon training visits. But the question asks if they are talking about demand being off the charts. They talk about growth, but not explicitly that demand is off the charts. Also, numbers support growth, but the claim "off the charts" is not explicitly made. So Gate 1 might be NO. Gate 2: Improvement filter. Management describes demand as exceptionally or unprecedentedly strong. They do describe strong growth, but not necessarily "exceptionally or unprecedentedly strong" in those words. They say "sector-leading growth" and "best growth stories". But the question is whether that claimed demand strength is materially attributable to industry-wide scarcity conditions. The transcript does not mention any scarcity, shortages, lead times, or supply constraints. They talk about their own investments, product launches, and market share gains. So no scarcity amplification. So Gate 2 would be YES if they claim strong demand and it's due to company-specific drivers. But they don't explicitly claim "demand is off the charts" in Gate 1. So overall, since Gate 1 is not satisfied, answer NO. But let's re-read Gate 1: "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?" They might be implying that they are talking about strong demand. They say "the excitement here is really sector-leading growth" and "we have built one of MedTech's best growth stories". They also mention "the enthusiasm was probable" and "hockey stick" for surgeon training. But they don't use the phrase "off the charts". However, the question might be interpreted as "are they talking about demand being very high?" They do talk about strong growth and high demand. But the specific phrase "off the charts" is not used.

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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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