Agent Readiness
Agent readiness measures whether AI agents can take action on your website — not just read it. It is the emerging third layer of search visibility, beyond ranking and beyond AI citation.
The 3-Layer AEO Stack
Layer 1: Crawlability
Universal — table stakesrobots.txt, sitemap, meta tags
Search engines can find and read your website. This is where most businesses stop.
Layer 2: Understanding
~5% of businessesSchema, AEO, llms.txt
Search engines and AI platforms understand your products, services, and expertise through structured data.
Layer 3: Action
~0% of businessesWebMCP manifest, callable tools
AI agents can discover your site, understand what it does, and take action on behalf of users.
What WebMCP Is
WebMCP is a W3C Draft Community Group Report published in February 2026, co-authored by Google and Microsoft. It defines a standard way for websites to expose callable tools to AI agents.
Already shipping in Chrome 146 Canary, the /.well-known/webmcp manifest works like a sitemap — but for AI agents. Instead of listing pages for crawlers, it lists actions that agents can take.
Websites register "tools" that agents can call: request a quote, search products, check compliance status, schedule a consultation.
How It Works
Business publishes a WebMCP manifest at /.well-known/webmcp
Manifest lists available tools (e.g., "request_quote", "search_products", "book_consultation")
AI agent discovers the manifest
User asks agent: "Find me a restoration company near me" or "Who makes fire extinguisher racks?"
Agent invokes the tool, gets structured response
Agent recommends the business — with ability to book or request a quote directly
Why This Matters for Your Business
"When a customer asks ChatGPT to find a service provider or supplier, the AI recommends whoever it can find. Right now, it finds nothing for most businesses. WebMCP changes that."
Frequently Asked Questions
What is WebMCP?
WebMCP (Web Model Context Protocol) is a W3C draft standard that lets websites expose callable tools to AI agents. Think of it as a sitemap for AI actions — instead of listing pages, it lists things agents can do on your site.
Do I need WebMCP if I already have good SEO?
Good SEO (Layer 1-2) makes you findable. WebMCP (Layer 3) makes you actionable. An AI agent can find your site with good SEO, but with WebMCP it can request a quote, search your products, or check compliance — all without the user ever visiting your website.
How much does it cost to implement?
A basic WebMCP manifest can be published in days. The complexity depends on which tools you want to expose. Our Agent Readiness Assessment ($3,500-$5,000) includes implementation code and a rollout roadmap.
Is this just for large companies?
No. WebMCP is infrastructure-agnostic. A 10-person company can publish a manifest just as easily as a Fortune 500. Service companies, manufacturers, designers — the advantage goes to whoever moves first.
When will AI agents actually start using this?
They already are. Chrome 146 Canary supports WebMCP discovery. Google and Microsoft are both contributors to the spec. The window for first-mover advantage is 18-36 months — after that, it becomes table stakes like sitemaps are today.