Agent Readability Audit

What it does

A growing share of buying research happens through agents that never render a page. What they can read is a small, checkable set of things: the crawl directives, the structured data, the machine readable endpoints, and whether the important content survives without scripting. This skill audits those four and returns the fixes in the order that changes an agent's answer.

When to use it

• AI search visibility
• can agents read my site
• structured data audit
• llms txt
• AI crawler accessibility

What it needs from you

• domain: the site to audit
• pages: the pages that matter commercially

Live data it reads

The audit reads the live site's crawl directives, structured data and endpoints. - agent-accessibility-auditor: crawl directives, structured data, endpoints and agent readability checks Store page: https://apify.com/mambalabs/agent-accessibility-auditor Runnable example input:

How it works

1. Check the crawl directives first. A site that blocks agent user agents has one fix that makes every other fix matter, and many sites block them without knowing.
2. Check structured data on the commercially important pages, not on the homepage. Product, pricing and documentation pages are where an agent answer is sourced.
3. Check whether the key content is present without scripting. Content that requires a rendered page is invisible to a large share of readers.
4. Check the machine readable surfaces: a documentation endpoint, a sitemap that is current, and any published index of what the site contains.
5. Rank the fixes by whether they change what an agent can answer. A missing schema type on a blog post does not; a blocked user agent does.
6. Re test after fixing rather than assuming, since crawl directives interact in ways that are easy to get wrong.

What you get back

A four section audit with pass or fail per check, the ranked fix list with the answer each fix unblocks, and the re test result.

The quality bar

• Crawl directives are checked before anything else
• Structured data is checked on commercially important pages, not the homepage
• Content availability without scripting is tested
• Fixes are ranked by what they change in an agent answer
• A re test is run after the fixes

Where it runs

• Claude Code
• Codex CLI
• Cursor
• MCP-compatible agents