SASIGNAL ATLASCross-industry intelligence / Research desk
SIGNAL ATLAS / RESEARCH DESK

Markets & measurement

Separate reported growth, shifting denominators and addressable demand from a persuasive market narrative.

Customer and merchant bring their iPhones together to complete a contactless payment.
Apple · Case and image provenance

THE QUESTION

Are the numbers genuinely comparable?

  1. 01

    Reported growth comparability: rebuild the bridge before comparing

    Compare company or segment growth without mistaking purchased revenue, exchange-rate movement or metric changes for operating momentum.

  2. 02

    Market sizing from observables: reconcile top-down and bottom-up

    Build a decision-useful market range when published market reports use opaque definitions or incompatible totals.

  3. 03

    Audit the denominator before using an adoption number

    Prevent incompatible definitions of active, adopted and revenue from becoming a false trend line or market comparison.

Put the method against a real case

These dated examples establish specific events or measurements, not current market-wide conclusions.

6 pieces

The farm count fell while the average farm grew

The 2022 U.S. agriculture census, released in 2024, provides a structural baseline for suppliers.

Primary-source checked 2026-09-16 · Draft

Data centre sales became most of Nvidia's revenue in FY2024

Nvidia's fiscal 2024 10-K reports Data Center revenue of $47.5 billion, 78 percent of total revenue of $60.9 billion.

Inherited collection · Not reverified in this expansion

An industry survey priced 2023's returns at $743 billion

NRF and Appriss Retail state 2023 US merchandise returns at $743 billion, or 14.5% of retail sales, under a revised method.

Inherited collection · Not reverified in this expansion

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