Our own site, technical result

Our own site scored 25. By that night it was Agent-Native.

How we found out our own site was invisible to AI agents, and what it took to fix it.

isitagentready.com scan result for tricitiesailab.com: Level 5 Agent-Native, 100/100 on Discoverability, Content, and Bot Access Control — Live isitagentready.com scan of tricitiesailab.com, captured July 24, 2026. Discoverability, Content, and Bot Access Control, the categories referenced above, each still score 100. The overall composite shown here reflects newer OAuth/Auth.md agent-registration checks Cloudflare added after this case study's July 20 result; those checks apply to sites with protected APIs and are not part of the 100 claim above. See the methodology page for the full scan history.

Starting problem: Scored 25 on Cloudflare's AI readiness scan
Role: Our own site
What shipped: Bot rules, markdown pages, a machine-readable site card
Verified outcome: 83 the same evening, 100 on the July 20 content-scope scan

Let the citation crawlers in. Keep the training scrapers out.

We rewrote the bot access rules so search and AI-citation crawlers (ChatGPT, Claude, Perplexity, Google's AI systems) are explicitly allowed, while bots that scrape content only to train models are explicitly blocked.

Give agents a clean copy of every page.

We added a machine-readable, markdown version of every page, served automatically when a requesting agent asks for it, so AI tools can read clean content without parsing navigation, images, or layout markup. That uses standard HTTP content negotiation: the same URL returns markdown when the request asks for it.

Tell software what the business does.

We published a machine-readable "site card" and API catalog: a structured summary of what the business does, what services it offers, and how to find more, aimed at software agents rather than human visitors.

True now.

25 to 83 the same evening, ranked Agent-Native.
100 on the content-scope scan as of July 20, 2026.
API and commerce categories not scanned, since this is a content site.
The full scan history is on the methodology page.
Run your own site through isitagentready.com. The handful of other sites we checked mostly landed where ours started, in the mid-20s.

Not measured.

This scanner measures technical readiness: can an AI agent access, parse, and understand the site. It does not measure whether AI tools actually recommend the business in a real answer, which also depends on entity authority, reviews, and citations elsewhere on the web. A high technical score is necessary but not sufficient for AI visibility.

AI Search Optimization Methodology Next case file: The website was gone All work

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