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

Acadia Realty Trust (AKR) — this company's answers

NO on the Q4 2022 call 2023-05-06 B+
The model's full reasoning — Q4 2022 call → NOWe need to evaluate both 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 demand, record tenant sales, high leasing activity, but does it say "off the charts"? It says "record levels of tenant sales" and "continued demands for space" and "rents in excess of what we had budgeted." Also "Primark opened much stronger than anticipated" and "foot traffic continues to be strong." But "off the charts" is a strong phrase. The transcript says "record levels of tenant sales" and "demand is outstripping supply" but not exactly "off the charts." However, the question asks if the company is talking about demand being off the charts. They talk about strong demand, but not explicitly "off the charts." Also numbers support? They give specific numbers like 7% same-store NOI growth, 8% street growth, etc. But "off the charts" might be an exaggeration. I think the answer might be NO because they don't explicitly say that. But let's read carefully: "we are continuing to see record levels of tenant sales, along with continued demands for space" - that's strong. But "off the charts" is not said. The gate asks "is the company talking about how demand is off the charts?" That implies they are claiming demand is extremely high. They do say "record levels" and "demand outstripping supply" but not the exact phrase. I think we should interpret it as they are talking about very strong demand. But the gate also says "and is the numbers support there claim if they claimed that its off the charts?" So we need to see if numbers support. They give numbers like 7% NOI growth, 20% rent increases, etc. But "off the charts" might be too strong. I think the answer is NO because they don't explicitly say that. However, the instruction says "only consider the data i give you only take that into consideration" so we must base on transcript. I'll lean towards NO for Gate 1 because they don't use that phrase and the numbers, while strong, are not "off the charts" in the sense of extreme. But let's see Gate 2. Gate 2: Improvement filter. Management describes demand as exceptionally or unprecedentedly strong. Determine if that claimed demand strength is materially attributable to or amplified by industry-wide scarcity conditions.

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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.