Agent-Readiness Grade

Agent-Readiness Grade / corcoran.com

C

corcoran.com

7/12 · 58% (scaled from 5 measurable areas)

Graded 2026-10-18 03:13 UTC in 0.5s · JSON · re-grade now

Top fixes

  1. MCP census entry (+2 points): Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you. How to fix
  2. Machine-readable surfaces (+1 point): Publish /llms.txt (a short Markdown guide to your key pages); one agent surface: /openapi.json, /.well-known/agent-card.json, or /.well-known/x402 if you sell to agents. How to fix
  3. Structured data (+1 point): add og:title and og:description so answer engines describe you accurately. How to fix

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

corcoran.com is graded C. The $49 AI Visibility Full Report turns the 2 failing checks above (machine-readable surfaces, structured data) into a prioritized, specific fix list for corcoran.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, 10 KB, 1 user-agent group
  • Allowed: GPTBot (via *) (23 path rules), ClaudeBot (via *) (23 path rules), OAI-SearchBot (via *) (23 path rules), PerplexityBot (via *) (23 path rules), Google-Extended (via *) (23 path rules), Amazonbot (via *) (23 path rules), CCBot (via *) (23 path rules), Bytespider (via *) (23 path rules)
  • Sitemap declared: https://www.corcoran.com/sitemap/index.xml, https://www.corcoran.com/sitemap/athens-ga/homes-for-sale-listings/exclusives/exclusive-listings-athens-ga.xml, https://www.corcoran.com/sitemap/bahamas/homes-for-rent-listings/exclusives/exclusive-listings-bahamas.xml (+76)

Fix: Nothing to fix here.

Machine-readable surfaces

1/2 · warn

None of the 7 machine-readable surfaces is published (a sitemap is declared in robots.txt)

  • /llms.txt: HTTP 404
  • /sitemap.xml: HTTP 404
  • /.well-known/x402: HTTP 404
  • /.well-known/agent-card.json: HTTP 404
  • /.well-known/mcp-registry-auth: HTTP 404
  • /openapi.json: HTTP 404
  • /ai.txt: HTTP 404
  • Sitemap declared in robots.txt instead: https://www.corcoran.com/sitemap/index.xml

Fix: Publish /llms.txt (a short Markdown guide to your key pages); one agent surface: /openapi.json, /.well-known/agent-card.json, or /.well-known/x402 if you sell to agents.

Readable without JavaScript

2/2 · pass

Home page is readable

  • GET https://corcoran.com/ -> HTTP 200 after 1 redirect (final: https://www.corcoran.com/), text/html, 222 KB
  • 3,118 characters of visible text with scripts, styles and tags removed; <title>: "The Corcoran Group: Luxury International Real Estate"
  • 36 external scripts, 2 inline; <noscript> present
  • first words: "Skip to main content Buy Rent Sell New Developments Exclusives Agents Offices About Us Explore Open visitors preferences modal Make yourself..."

Fix: Nothing to fix here.

Structured data

1/2 · warn

1 JSON-LD block, Open Graph incomplete

  • 1 JSON-LD block: @type Organization
  • Open Graph: no og:title; no og:description
  • meta description: present

Fix: add og:title and og:description so answer engines describe you accurately.

MCP census entry (index.agentexchange.work)

0/2 · fail

Not selling to agents: no census entry, no /mcp endpoint

  • 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 404: no MCP endpoint at the root

Fix: Expose a Streamable HTTP MCP endpoint at /mcp (or a paid x402 route) so agents can call you, not just read you.

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Permanent link; it re-grades the site live when opened:

https://grade.agentexchange.work/grade?url=corcoran.com

Public profile with grade history and an embeddable badge: https://grade.agentexchange.work/site/corcoran.com (badge: https://grade.agentexchange.work/badge/corcoran.com.svg).

$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 corcoran.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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