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Your website through
the eyes of AI

Can AI agents find, understand, and interact with your site? Are ChatGPT, Perplexity, and Gemini recommending you to customers? Find out in seconds.

https://

28

checks

4

layers

<20s

results

Free

always

Two ways to measure

Readiness + Visibility

AI Readiness Scan

28 checks, 20 seconds

Can AI agents discover, understand, and interact with your website? We check robots.txt, llms.txt, MCP endpoints, structured data, A2A protocols, and 22 more signals.

robots.txt + AI crawlers
llms.txt + context.md
MCP server + tools
A2A AgentCard
Structured data / schema
SSR + answer capsules
Instant results with AI deep analysis
NEW

AI Visibility Score

4 engines, 10 queries

Are AI search engines actually recommending your brand? We query ChatGPT, Perplexity, Gemini, and Claude with real customer searches and check if your domain appears in their citations.

ChatGPT citations
Perplexity citations
Gemini grounding
Claude web search
Competitor tracking
Query-level results
Try the AI Visibility Scanner
The four layers

What we check

Every website gets scored across four layers of AI readiness. Each layer has weighted checks that contribute to your overall grade.

Discovery

30%
robots.txt AI crawler rules
llms.txt context file
XML sitemap
MCP manifest (mcp.json)
A2A AgentCard
context.md

Comprehension

25%
Server-side rendering
JSON-LD schema
Meta tags (title, desc)
Answer capsules
Heading structure
Open Graph tags

Action

25%
MCP server endpoint
WebMCP registration
data-mcp-tool attributes
Contact forms
API discoverability
CORS headers

Agent-to-Agent

15%
A2A JSON-RPC endpoint
AgentCard skills
CORS preflight
Task protocol
Streaming support
Example report

p0stman.com scores 85/A

85GRADE A

p0stman.com

24 of 28 checks passed

Full llms.txt, MCP server, A2A endpoint, JSON-LD schema, SSR, answer capsules

Discovery
100%
Comprehension
83%
Action
80%
Agent-to-Agent
67%
Why it matters

AI is the new search layer

Invisible to AI = invisible to buyers

When a prospect asks ChatGPT for recommendations, the AI cites specific brands. If your site is not structured for AI, you are not in that list. Your competitors are.

There is no page 2

Unlike Google, AI search engines do not have pages of results. The AI either mentions you or it does not. Being "almost visible" means being completely invisible.

Agents are the next interface

AI agents are already researching vendors, comparing products, and making recommendations on behalf of humans. MCP, A2A, and llms.txt are the protocols that let them interact with your site.

FAQ

What does AgentReady check?

28 automated checks across 4 layers: Discovery (robots.txt, llms.txt, sitemap, MCP manifest, AgentCard), Comprehension (SSR, structured data, meta tags, answer capsules), Action (MCP tools, WebMCP, data-mcp-tool attributes), and Agent-to-Agent (A2A endpoint, skills, CORS). Each check returns pass/fail with a specific fix suggestion.

What is the AI Visibility Scanner?

A separate tool that queries ChatGPT, Perplexity, Gemini, and Claude with 10 real customer search queries generated from your website content. It checks whether your domain appears in their citations, scores your visibility 0-100, and shows which competitor domains appear instead of yours.

How is the readiness score calculated?

Each check is pass or fail. Checks are grouped into 4 weighted layers: Discovery (30%), Comprehension (25%), Action (25%), and Agent-to-Agent (15%), plus 5% bonus monitoring checks. The weighted total gives a score out of 100 and a letter grade from A to F.

Are these tools free?

Yes, both tools are completely free. The readiness scan runs instantly with no signup required. The AI Visibility Scanner is rate-limited to 3 scans per day because it queries 4 live AI search engines in real-time, which has a real cost per scan.

Scored low? We can fix it.

AgentReady tells you where the gaps are. p0stman is the team that closes them. From llms.txt to full MCP servers, we build the infrastructure that makes AI engines recommend you.

AGENT INTERFACE ACTIVE · MCP: p0stman.com/api/mcp · 5 TOOLS REGISTERED · [DISCOVERY] llms.txt · agents.md · context.md · sitemap.xml · robots.txt · TavilyBot ALLOWED · ClaudeBot ALLOWED · GPTBot ALLOWED · PerplexityBot ALLOWED · [COMPREHENSION] JSON-LD schema · /api/ai/context · /api/ai/services · /api/ai/portfolio · [ACTION] book_discovery_call · submit_inquiry · get_services · get_portfolio · search_content · [A2A] AgentCard: /.well-known/agent.json · Task endpoint: /api/agent · A2A JSON-RPC 2.0 · navigator.modelContext REGISTERED · WebMCP: 5 TOOLS · INDEXNOW: 145 URLs · Bing NOTIFIED · [MANAGED AGENTS] Lead Researcher · AgentReady Auditor · SEO Writer · Weekly Reporter · Claude Sonnet 4.6 · Cloud containers · Outcome-based grading · Multi-agent orchestration · AGENT INTERFACE ACTIVE · MCP: p0stman.com/api/mcp · 5 TOOLS REGISTERED · [DISCOVERY] llms.txt · agents.md · context.md · sitemap.xml · robots.txt · TavilyBot ALLOWED · ClaudeBot ALLOWED · GPTBot ALLOWED · PerplexityBot ALLOWED · [COMPREHENSION] JSON-LD schema · /api/ai/context · /api/ai/services · /api/ai/portfolio · [ACTION] book_discovery_call · submit_inquiry · get_services · get_portfolio · search_content · [A2A] AgentCard: /.well-known/agent.json · Task endpoint: /api/agent · A2A JSON-RPC 2.0 · navigator.modelContext REGISTERED · WebMCP: 5 TOOLS · INDEXNOW: 145 URLs · Bing NOTIFIED · [MANAGED AGENTS] Lead Researcher · AgentReady Auditor · SEO Writer · Weekly Reporter · Claude Sonnet 4.6 · Cloud containers · Outcome-based grading · Multi-agent orchestration ·