Is coefficient.io ready for AI?

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coefficient.io 38 of 41 checks apply, run in 3.3s Audit another site

94/100

Excellent

  • 31 passed
  • 7 warnings
  • 0 errors

We ran 38 checks in 3.3 seconds.

Where the score comes from

AI Access 100

No problems

AI Discovery 97

1 warning

Content Understanding 83

3 warnings

Machine-Readable Data 94

1 warning

Answer Readiness 80

2 warnings

What we would fix first

  1. Warning No llms-full.txt file Your site has no llms-full.txt file.
  2. Warning Skipped heading levels Your homepage skips heading levels: h2 → h4.
  3. Warning No semantic landmarks Your homepage uses header, nav, footer, section, but it has no <main> or <article> element.
  4. Warning No declared author This page looks like an article. It gives no author that an AI system can read.
All 7 findings, with the fix for each

Fix next

These problems are smaller. Each fix makes coefficient.io easier for an AI system to read.