IS YOUR WEBSITE READY FOR AI AGENTS?
AI agents don't browse, they parse. We scan across 5 categories and show you exactly what they see.
WHAT WE CHECK
Five categories covering everything an AI agent needs to find, understand, and interact with your website. Each weighted by real-world impact.
AI CONTENT DISCOVERY
If AI systems can't find and access your content, nothing else matters. We check robots.txt for all 13 major AI bots, sitemaps, and llms.txt — a curated entry point for AI agents.
- robots.txt
- AI Crawler Directives
- XML Sitemap
- llms.txt
- Meta Robots
- HTTP Bot Access
AI SEARCH SIGNALS
ChatGPT, Perplexity, and Google AI Overviews rely on structured data. We validate JSON-LD with Schema.org vocabulary across 17 high-value types and check entity linking.
- JSON-LD
- Schema.org Types
- Entity Linking
- BreadcrumbList
- Schema Validation
- Organization Schema
CONTENT & SEMANTICS
AI agents navigate the accessibility tree, not your visual design. We validate heading hierarchy, semantic markup, and detect JavaScript-only pages invisible to AI.
- SSR Detection
- Heading Hierarchy
- Semantic HTML
- ARIA Landmarks
- Alt Text
- Language
- Link Text
AGENT PROTOCOLS
WebMCP, A2A Agent Cards, and MCP Discovery let AI agents interact directly with your site's functionality.
- WebMCP
- A2A Agent Card
- MCP Discovery
- OpenAPI
- agents.json
SECURITY & TRUST
HTTPS is baseline. HSTS, CSP, and strict headers build the trust layer agents need before interacting with your site.
- HTTPS
- HSTS
- CSP
- X-Content-Type-Options
- X-Frame-Options
- CORS
- Referrer-Policy
HOW IT WORKS
Three steps to understand your website's AI readiness.
1. ENTER YOUR URL
Type your website URL and we'll start scanning across all categories automatically.
2. GET YOUR SCORE
Receive a detailed breakdown across 5 categories with scores and letter grades.
3. TAKE ACTION
Follow prioritized recommendations with copy-paste code snippets, or install AI agent skills to fix issues automatically from your editor.
SCAN AND FIX FROM YOUR EDITOR
Install our MCP server to scan any website from your terminal. Pair it with AI agent skills to fix failing checks automatically.
- Scan any website directly from your terminal
- Fix failing checks with AI agent skills
- Re-scan to verify improvements
claude mcp add isagentready-mcp -- npx -y isagentready-mcp
/plugin marketplace add bartwaardenburg/isagentready-skills
FROM THE BLOG
Deep dives into AI agent protocols, citation mechanics, and optimization strategies.
The Responsive Design Moment for AI Agents
The web is going through the same shift it went through with mobile. First separate m.dot sites, then responsive convergence. AI agent readiness is following the same arc: separate agent APIs today, one adaptive content layer tomorrow. We trace the parallels, the data, and what comes after convergence — the personal LLM layer.
Content Negotiation for AI Agents: Why Sentry Serves Markdown Over HTML
Sentry co-founder David Cramer shows how content negotiation — a 25-year-old HTTP standard — saves AI agents 80% of tokens. We break down the implementation: Accept headers, markdown delivery, authenticated page redirects, and what this means for every website preparing for agent traffic.
Vercel's agent-browser: Why a CLI Beats MCP for Browser Automation
Vercel's agent-browser hit 22,000 GitHub stars in two months. It's a CLI, not an MCP server, and the data shows why: 94% fewer tokens, 3.5x faster execution, 100% success rate. We break down how it works, why it uses the accessibility tree, and what the 'less is more' finding means for your website.
TOP RANKINGS
See how the best-prepared websites score across all categories.
EXPLORE MORE
Most websites score under 45. Find out where you stand.