Geo Attribution
Measure how AI models like ChatGPT, Perplexity, Gemini, and Claude cite and reference your website. The evidence engine that proves GEO optimisation works.
https://cloud-alloy.co.uk/Opens ChatGPT on the web or desktop and asks it to use the WebMCP tools available here.
Connect straight to this server’s public endpoint.
https://cloud-alloy.co.uk/mcpWe add this server to your workspace, then open Studio — saved access, one connection to many servers, with a history of what ran.
Last probed Sep 14, 2026 · cloud-alloy.co.uk
9tools discovered
Investigate Request
ADMIN. Everything recorded for one X-Request-ID: server events (errors, warnings, structured events) and browser events.
User Timeline
ADMIN. A user's recent server events, browser events, scans and bug reports.
Scan Trace
ADMIN. Full trace of one scan: scan row, per-provider results with model snapshot, audit summaries (prompt/response sizes, guard outcome) and events.
Recent Errors
ADMIN. Server WARN/ERROR events and 4xx/5xx responses plus browser errors in a time window.
Search Events
ADMIN. Substring search over stored server events (message and structured fields).
List Bug Reports
ADMIN. In-app bug reports with their correlation ids.
Check Citation
Check if a specific domain is cited by AI language models (ChatGPT, Perplexity, Gemini, Claude) in recent scans. Returns citation details including which providers mention the domain, confidence scores, and context snippets.
Get Attribution Report
Get a comprehensive attribution report showing how AI language models cite and reference your domains. Returns metrics including total scans, citation counts, citation rate, top cited domains, and provider breakdown.
List Scans
List recent LLM citation scans. Each scan queries multiple AI providers with targeted queries and analyses whether they cite specific domains.
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandsMeasure how AI models like ChatGPT, Perplexity, Gemini, and Claude cite and reference your website. The evidence engine that proves GEO optimisation works.
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
MCPBundles probed 9 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
Operate geo-attribution? Verify ownership to take over this directory entry.
This server appears in the MCPBundles directory. Verify you operate it to take over the listing — name, description, logo, contact email, and skill content. We email a 6-digit code to a maintainer address your server publishes in /.well-known/security.txt or /.well-known/mcpbundles.json. Free, takes about a minute.