Agent Ready Lab
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Is your site ready for AI?

See how well AI can reach, understand, and identify your business: the foundation it needs before it can recommend you. Optionally compare how AI-ready a few competitor sites are on those same foundations — not who wins the market.

We only read public pages. No login, no access to your systems.
—Foundations / 100
Agent-Readiness

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Biggest fixable gap
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The gates

Save your results

Leave your work email so we can follow up on this domain. You'll get the write-up on this page immediately (copy it anytime) — and we'll use the address only to continue the conversation.

  • Your score + biggest gap restated for the domain you ran
  • What the full audit adds: live AI visibility across 5 engines, citation levers, and whether an agent can actually use your site
  • A clear next step if you want us to walk through the fix
Your write-up

        

          
        

      

      
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Your score covers Visibility (how likely AI is to surface you, estimated from public search), plus how machine-readable and identifiable your site is. Competitor rows use the same Identity and Machine-readability checks — they are not ranked on that visibility proxy. The full Agent-Readiness audit measures visibility live across 5 AI engines and adds whether an agent can actually transact with you. Public data only; a point-in-time snapshot.