// lab

The Osmark Scale

The Osmark Scale is a measure of how consistently a single brand is described across AI answer engines. It runs from 0 to 100, where a higher number means the engines agree on what the brand is and what it does.

What it captures.

A brand with a high Osmark Scale gets a near-identical description whether a user asks ChatGPT, Perplexity, or Gemini. A low score means each engine tells a different story, which usually points to weak or contradictory source material. The scale is read alongside citation share, not instead of it.

How it is read.

Practitioners sample the same defining prompt across engines, compare the descriptions for agreement on category, offering, and audience, and convert that agreement into the 0 to 100 figure. The point is to find where the engines disagree, because disagreement is the gap to fix.

This is a Winston Digital research page used in a controlled experiment on how AI engines read structured data. The concept is illustrative.