NeverRanked · The record

Every claim, on the record.

Each number below came from open-source code, a question set locked by hash, and a dated measurement. You can clone the code, run the same questions, and check it yourself. Nothing here is a vibe.

Predicted before measured

The strongest claim is one made before the data exists. This one was committed to a public timestamp first, then measured.

Pre-registered · committed 2026-06-09, before any data existed

Claude would cite Honolulu AC companies' own websites less than 5% of the time. Measured at 2%. The commit timestamp predates the first measurement run. The committed file.

The published claims

27 numbers across 8 measurements. Each block names the date it was measured, the hash that locks the question set, and links to the full teardown and the open-source code that produced it.

Hawaii consumer banking

Measured 2026-05-26 · question set 48b6c76f... · teardown · open code

Hawaii wealth management

Measured 2026-06-08 · question set ae13579a... · teardown · open code

Honolulu dental practices

Measured 2026-05-26 · question set 5c26fb95... · teardown · open code

Hawaii law firms

Measured 2026-06-08 · teardown · open code

Hawaii CPA firms

Measured 2026-05-26 · question set e677faf3... · teardown · open code

Austin TX CPA firms (cross-geo)

Measured 2026-05-27 · question set 17fec069... · teardown · open code

Honolulu med spas

Measured 2026-06-09 · question set 26851ed8... · teardown · open code

Honolulu HVAC

Measured 2026-06-11 · question set 86b2b18e... · teardown · open code

Why this page exists

Most marketing claims cannot be checked. These can. Every number above was produced by open-source code from a question set locked by hash, on a named date. Clone the code, run the same questions, get the same answer. A claim that can be replayed is a different kind of claim than one that cannot, and a vendor whose work is not actually measured cannot publish a page like this.

How we measure The open-source code All teardowns