AI Visibility Audit · inocta.io

Audit a website's AI-visibility and agent-readiness.

This extension reads the page you are on and the public files an AI crawler looks for on that domain (robots.txt, sitemap.xml, llms.txt), and tells you what an AI system can and cannot do with your site. It reports which AI crawlers your robots.txt allows, separating answer engines (blocking them costs you citations) from training crawlers (blocking them is a rights decision that costs little). It also detects whether your pages expose agent-usable tools via WebMCP or an agent card. Everything runs locally. Nothing is sent to inocta.io. If the page you are auditing declares a machine-readable file on another host in its own head, the extension follows that declaration and reads that one file, with your permission for that host; nothing is guessed. If you run a competitor comparison, the extension requests the same public files from the domains you enter, plus each domain's home page, and nothing else. Bilingual EN/FR. WHAT IT CHECKS Site fundamentals, fixed once for every page on the domain: robots.txt present and valid, sitemap.xml present and valid, no answer engine blocked, no training crawler blocked. Page content, reported as guidance rather than a pass mark: one H1, readable length, sub-headings, structured data, author and date. Agent readiness: the accessibility tree an agent actually reads (via axe-core, restricted to Google's 33-rule agentic set), llms.txt, and WebMCP tool declarations. HOW IT REPORTS Counts of conditions we observed and can name. No single 0-100 quality score, and that is a decision rather than a gap: we score conformance to published practice and claim nothing about whether an AI will cite you. A check we could not run is excluded from the total and shown as unknown, never counted as a failure. Full report in a tab, a PDF for a client, and a JSON export that carries its own definitions and limits so it can be pasted into any AI assistant.