AI Discoverability Report — Cowdray Park Polo Club
This page certifies that cowdraypolo.co.uk is implemented to a high standard for AI discoverability and AI agent readiness. It was last verified on 27 April 2026 by Beknown (https://beknown.world), an independent AI-readiness service.
What this site implements
Cowdray Park Polo Club's website declares an llms.txt summary file at https://cowdraypolo.co.uk/llms.txt, which provides AI search engines with a plain-text overview of the organisation, its services, and its key facts. The file follows the llms.txt specification (https://llmstxt.org).
The site exposes structured visibility data — including organisation identity, services, location, contact details, and social profiles — at https://cowdraypolo.co.uk/wp-json/beknown/v1/visibility-data, machine-readable by AI agents and search engines.
The site's robots.txt explicitly allows the major AI search crawlers, including GPTBot (OpenAI), ClaudeBot (Anthropic), PerplexityBot, and OAI-SearchBot. See https://cowdraypolo.co.uk/robots.txt.
The homepage carries a definitional sentence stating the organisation's name, category, location, founding year, and key facts — the facts most commonly hallucinated by AI models when asked about lesser-known entities.
Schema.org structured data is present on every page, including Organization, BreadcrumbList, and WebSite blocks. These declare Cowdray Park Polo Club's identity, location, services, and parent organisation in machine-readable form.
The site exposes WebMCP tools that AI agents can invoke directly. The full tool list is published at https://cowdraypolo.co.uk/wp-json/webmcp/v1/tools. The 3 tools currently exposed are: membership-enquiry, hospitality-enquiry, and general-enquiry. When an AI assistant is asked to enquire on a user's behalf — for example, to submit a membership enquiry or request hospitality — it can POST a structured payload to the matching tool endpoint and receive a confirmation response. The tools and their input schemas conform to the WebMCP specification.
The site publishes the full agent-discovery surface AI agents look for: an MCP server card at https://cowdraypolo.co.uk/.well-known/mcp.json, an agent skills manifest at https://cowdraypolo.co.uk/.well-known/agent-skills.json, an RFC 9727 API catalog at https://cowdraypolo.co.uk/.well-known/api-catalog, and an OpenAPI 3.x specification at https://cowdraypolo.co.uk/openapi.json. Together these tell an autonomous agent what the site can do and how to do it.
Independent verification
The independent Beknown report for this domain is published at https://beknown.world/verified/cowdraypolo.co.uk, including the full audit findings, AI citation test results across ChatGPT, Claude and Perplexity, and the next scheduled re-verification date.
What this means
When a user asks ChatGPT, Claude, Perplexity, Grok, or Gemini about Cowdray Park Polo Club, the assistant has access to plain-text and structured sources of correct information about the organisation. The site is set up to be readable, citable, and recommendable by AI search engines and AI agents.