Agent-Readiness Grade

Agent-Readiness Grade / mcp.gradientdecisions.com

C

mcp.gradientdecisions.com

8/12 · 67% (scaled from 5 measurable areas)

Graded 2026-10-03 00:44 UTC in 0.3s · JSON · re-grade now

Top fixes

  1. Structured data (+2 points): add a JSON-LD block (Organization or WebSite, plus Product, FAQPage or Article where relevant); add og:title and og:description so answer engines describe you accurately. How to fix
  2. MCP census entry (+1 point): Publish /.well-known/x402 with your paid routes so payment indexers can list you. How to fix

Ordered by points recoverable. Each area: 2/2 pass, 1/2 warn, 0/2 fail.

mcp.gradientdecisions.com is graded C. The $49 AI Visibility Full Report turns the failing check above (structured data) into a prioritized, specific fix list for mcp.gradientdecisions.com, and tests 8 real buyer questions across ChatGPT-class models to show what AI answers say about you today.

Get the full report — $49 Stripe checkout asks for your brand name and category; the report is ready about 60 seconds after payment. Legal notices and the MCP census entry are not in this report (free: Compliance Desk check, census claim).

Crawler access (robots.txt)

2/2 · pass

8 of 8 AI crawlers may read the site, 0 disallowed

  • GET /robots.txt -> HTTP 200, 661 B, 6 user-agent groups
  • Allowed: GPTBot, ClaudeBot, OAI-SearchBot (via *) (6 path rules), PerplexityBot, Google-Extended, Amazonbot (via *) (6 path rules), CCBot (via *) (6 path rules), Bytespider (via *) (6 path rules)
  • Content-Signal: search=yes, ai-input=yes, ai-train=no
  • Sitemap declared: https://gradientdecisions.com/sitemap.xml

Fix: Nothing to fix here.

Machine-readable surfaces

2/2 · pass

2 of 7 surfaces present (/sitemap.xml, /.well-known/mcp-registry-auth)

  • /llms.txt: HTTP 404
  • /sitemap.xml: HTTP 200, XML sitemap (243 B)
  • /.well-known/x402: HTTP 404
  • /.well-known/agent-card.json: HTTP 404
  • /.well-known/mcp-registry-auth: HTTP 200, 93 B of text (MCPv1 record)
  • /openapi.json: HTTP 404
  • /ai.txt: HTTP 404

Fix: Publish /llms.txt (a short Markdown guide to your key pages).

Readable without JavaScript

2/2 · pass

Home page is readable

  • GET https://mcp.gradientdecisions.com/ -> HTTP 200, text/html, 25 KB
  • 3,825 characters of visible text with scripts, styles and tags removed; <title>: "x402 Merchant Check | Gradient Decisions"
  • 0 external scripts, 0 inline; <noscript> absent
  • first words: "x402 Merchant Check | Gradient Decisions Gradient Decisions Features How It Works Docs PRE-PAYMENT TRUST LAYER FOR X402 The Last Check Befor..."

Fix: Nothing to fix here.

Structured data

0/2 · fail

No JSON-LD, Open Graph incomplete

  • 0 JSON-LD blocks
  • Open Graph: no og:title; no og:description
  • meta description: present

Fix: add a JSON-LD block (Organization or WebSite, plus Product, FAQPage or Article where relevant); add og:title and og:description so answer engines describe you accurately.

MCP census entry (index.agentexchange.work)

1/2 · warn

Exposes /mcp but is not in the census

  • census unavailable (refused index.agentexchange.work: hosts on agentexchange.work cannot be graded from inside the same Cloudflare zone; every check would time )
  • GET /mcp -> HTTP 200 (text/event-stream): an endpoint answers
  • Index MCP probe record: refused index.agentexchange.work: hosts on agentexchange.work cannot be graded from inside the same Cloudflare zone; every check would time

Fix: Publish /.well-known/x402 with your paid routes so payment indexers can list you.

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$49 AI Visibility Full Report

This grade is free and automated. The paid next step is the $49 AI Visibility Full Report (which brands a representative AI model, standing in for ChatGPT-class assistants, names when buyers ask about your category, with a prioritized fix list) from aivisibility.agentexchange.work, run for mcp.gradientdecisions.com. It includes:

Get the Full Report — $49 Stripe checkout asks for your brand name and category; the report is ready about 60 seconds after payment. Legal notices and the MCP census entry are not in this report (free: Compliance Desk check, census claim).

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