Show HN: AI Score Chrome extension, measure how AI agents read your docs site
A free Chrome extension called AI Score uses AFDocs in the backend to analyze how well AI agents can read, navigate, and use a website's documentation. It provides a numeric and letter grade score, with detailed feedback that can be copied and sent to an AI agent for fixing issues.
Background
- AI agents (like ChatGPT, Claude, or custom bots) are increasingly used to answer questions by reading companies' documentation websites. If a site is poorly structured for these automated readers, the agents give wrong or incomplete answers — potentially costing the company customers or trust.
- "AI Score" refers to how easily an AI agent can parse and use a given website's content. This is a new concern distinct from traditional SEO or human-focused UX design.
- AFDocs (the underlying analysis tool) is likely a service that evaluates documentation sites specifically for AI readability, checking things like page structure, clear headings, navigation flow, and use of semantic HTML — elements that help LLMs extract accurate information.
- JamDesk is the Chrome extension that wraps AFDocs' functionality into a simple score display, letting developers quickly audit any documentation site and get actionable fix suggestions.