Agent Readiness Auditor

Understand how AI agents interpret and interact with your website.

Agent Readiness Auditor helps developers, SEO teams, accessibility specialists, and AI product teams understand how AI agents interpret and interact with websites. As AI-powered browsers, autonomous agents, and agentic workflows become more common, websites need to be structured not only for humans, but also for machine understanding. This extension analyzes your page structure, semantic HTML, accessibility signals, interactive actions, and navigation clarity to evaluate how “agent-friendly” a website is. The extension scans the current page and explains: • How AI agents understand headings, navigation, forms, buttons, and links • Whether interactive elements expose accessible names • How semantic HTML improves autonomous browser interactions • Which elements may confuse AI agents or browser-control systems • Whether click targets, forms, and landmarks are reliable for automation • How page structure affects AI readability and task completion Key Features: ✓ AI Agent Readiness Score Get a simplified readiness score based on semantic structure, accessibility, navigation clarity, and action reliability. ✓ Agent View See a visual map of how an AI agent interprets your website structure, including headings, actions, forms, links, and landmarks. ✓ Real Element Detection Instead of showing only counts, the extension surfaces the exact elements detected on the page, including buttons, headings, forms, vague links, unnamed controls, and non-semantic interactions. ✓ Accessibility Tree Insights Understand how accessible names, labels, and semantic roles influence AI understanding and assistive technologies. ✓ Action Reliability Analysis Detect small click targets, icon-only buttons, unlabeled inputs, and ambiguous interactions that may fail during autonomous browsing. ✓ Developer-Friendly Recommendations Each recommendation explains: • What was detected • Where the issue exists • Why it matters for AI agents • How to fix it ✓ Modern Lightweight UI Built with a clean developer-focused interface inspired by technical auditing tools. Who is this for? • Web developers • Technical SEO professionals • Accessibility teams • AI product teams • Browser automation engineers • Agentic web researchers • Design system teams Why it matters: AI agents do not interpret websites the same way humans do. They rely heavily on semantic HTML, accessibility trees, structured interactions, and predictable page architecture. Agent Readiness Auditor helps bridge the gap between traditional frontend development and the emerging agentic web. Built by Vimala — Xerago.ai