AI Crawlability Checklist: 25 Things to Check on Your Website

Use this checklist when launching a new site, publishing an important page, or auditing AI search accessibility.

Access and HTTP

1. The target URL is publicly reachable.
2. The canonical URL returns a successful HTTP response.
3. There are no redirect loops.
4. Redirect chains are intentional and short.
5. Important pages do not return intermittent 5xx errors.
6. Rate limiting does not unnecessarily reject legitimate crawlers.
7. Public pages do not require authentication.

robots.txt

1. robots.txt is available at the site root.
2. Important public paths are not accidentally Disallowed.
3. Crawler-specific rules are intentional.
4. Wildcard rules have been reviewed.
5. AI crawler policies match your business goals.
6. robots.txt is not being used as a security mechanism.

Security and infrastructure

1. WAF rules do not accidentally block legitimate crawlers.
2. Bot-management challenges have been reviewed.
3. CDN policies do not create crawler-only failures.
4. Geo restrictions do not unintentionally block intended access.
5. Server logs can identify relevant crawler requests.

Rendering and content

1. Important content is present in accessible HTML.
2. Critical information does not depend on fragile client-side execution.
3. Headings describe the document structure clearly.
4. Internal links expose important pages.
5. Canonical URLs are consistent.
6. Indexing directives match the publishing strategy.
7. Critical pages are re-tested after infrastructure changes.

How to prioritize failures

Not every warning deserves the same response.

A 403 on your most important public guide is high priority.

A minor metadata warning on a low-value page is usually lower priority.

Use a simple framework:

Critical: crawler cannot access the target page.

High: access is intermittent or dependent on fragile infrastructure.

Medium: discovery or rendering is unnecessarily complex.

Low: informational warning with no demonstrated access impact.

Build an ongoing process

AI crawlability should not be a one-time audit.

Re-check when you:

• change robots.txt
• migrate hosting
• change CDN providers
• deploy a new WAF policy
• introduce authentication
• rebuild your frontend
• change rendering architecture
• launch important content

Final takeaway

A good AI crawlability checklist turns a vague AI-search concern into concrete engineering checks.

Run the checklist on your highest-value URLs first, fix actual blockers, and re-test.

Next: AI Crawlability vs SEO Crawlability.