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What an Agent Friendly score measures—and what it misses

By Agent Friendly · Published · 1 min read

Agent Friendly’s public score is a scoped website-readability signal. It is not proof that an agent completed checkout or that a merchant will be recommended.

Check the visitor’s path

Ask which page produced the score. Then open the product your customer wants. That simple comparison can reveal where the assessment’s coverage ends.

A check you can run

Open the report’s evidence and select one failed check. Find the corresponding public page and verify the observation. If the report does not cover the page or interaction you care about, run a separate task test.

Sources & scopeAgent Friendly assessment rubric ↗

The linked rubric describes our assessment framework. Practical examples and checks here are editorial suggestions. Evidence reviewed 2026-11-01.

Read the assessment rubric ↗
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Written with AI assistance. Examples are illustrative. Read our editorial method.