AI search engines like ChatGPT, Perplexity, and Google AI Overviews are rewriting how customers find you. WebMCP audits your website's readiness for AI — and gives you the exact fixes to get discovered, understood, and recommended.
Pages audited
Unique sites scanned
Average AI-readiness score
The problem
For two decades, SEO was enough. Now AI is answering questions directly, summarizing the web, and shopping on behalf of users. The rules have changed — but most websites haven't caught up.
Most websites are built for human visitors and traditional SEO. Without structured data and clean crawlability, AI systems simply skip over your content.
More people ask ChatGPT and Perplexity instead of Googling. If AI can't understand your site, you lose the traffic that used to come from search.
When AI does mention you, it often gets it wrong — wrong products, outdated details, generic summaries — because your content isn't machine-readable.
Autonomous shopping agents are starting to buy on behalf of users. Sites that aren't AI-ready will be invisible to the next wave of commerce.
How it works
WebMCP makes AI readiness simple for store owners and creators. Three steps, no technical skills required.
Enter your URL and WebMCP scans it across six categories in seconds — no setup, no login required to see your score.
Get a clear breakdown of what's helping and hurting your AI readiness, with plain-language findings and difficulty levels.
Follow step-by-step, copy-paste-ready fix guides for every finding. No developer needed — just follow the instructions.
What we grade
Your overall score is a weighted average across these seven pillars — the same signals AI systems use to discover, crawl, and understand websites.
Your overall AI-readiness score is a weighted average across these seven categories — each scored 0–100.
Structured Data
Schema.org markup (JSON-LD, microdata) that helps AI parse your products, articles, and organization.
Content Accessibility
Semantic HTML, text-based content, clear reading structure, and alt text so AI can read everything.
Metadata & Context
Title tags, meta descriptions, Open Graph tags, canonical URLs, and language declarations.
AI Discoverability
Sitemap.xml, robots.txt, llms.txt, and clean crawlable URLs that let AI bots find your pages.
Technical Structure
Heading hierarchy, internal linking, mobile responsiveness, and performance signals.
AI Comprehension
Clarity of content, FAQ/answer patterns, entity-rich descriptions, and concise self-contained summaries.
Agent Readiness & Governance
AI agent crawl control, Auth.md bot login instructions, API catalog, MCP server cards, and agent-to-agent discovery protocols across three compliance tiers.
New · Pro feature
WebMCP scans your website and maps every tool an AI agent can call — search, browse, cart, checkout, and more. Get a complete capability graph categorized by answer, act, and transact, with copy-ready tool JSON for every action.
Selected Tool
Search the store catalog for products, collections, and pages. Does not modify the cart.
{
"name": "search_catalog",
"parameters": {
"query": "string"
}
}Complete object exposed to agents
Who it's for
If you sell, publish, or market online — and you don't have an AI strategy — WebMCP is your starting point.
Make your products discoverable and accurately represented in AI answers.
Ensure your catalog is machine-readable so AI agents can find and recommend you.
Surface your content to AI search engines instead of being skipped over.
Stay ahead as AI reshapes discovery — audit, fix, and track readiness over time.
Make your articles, FAQs, and summaries easy for LLMs to cite and quote accurately.
No developer? No problem. Plain-language fixes anyone can follow.
Free to start. No login required to see your score. Get your first audit in seconds and the exact fixes that make AI notice you.