Cited By AI - CPS® Lite
About
Free AI citation readiness checker. Score any website 0-100 across 5 dimensions using the Citation Probability Score® (CPS®) framework. Checks structured data, meta tags, content quality, technical config, and AI signals.
Details
- Author
- citedbyai
- Categories
- Other, Marketing
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Setup
Install Cited By AI - CPS® Lite in your MCP client (Claude Desktop, Cursor, Windsurf, and others).
Repository: https://github.com/citedbyai/citedbyai-mcp-server
Follow the installation instructions in the repository README, then restart your MCP client.
CPS Lite — AI Citation Readiness Checker
Free AI visibility score for any website. Powered by Cited By AI's CPS framework.
Checks any website's AI citation readiness across 5 dimensions:
- Structured Data— JSON-LD schema markup
- Meta Tags— title, description, OpenGraph
- Content Quality— headings, word count, FAQ, citable sentences
- Technical Config— robots.txt, llms.txt, sitemap, speed
- AI Signals— speakable schema, statistics, direct-answer format
Returns a grade (A–F) and score (0–100) in under a second. No auth required.
https://citedbyai-mcp-server.citedbyai-gmail.workers.dev/mcp
Quick CPS Lite grade + top 3 issues blocking AI citation.
Full breakdown across all 5 dimensions with complete issues list and prioritised recommendations.
Checks whether AI crawlers (GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot) are blocked, whether/llms.txtexists, and other crawler access signals.
{ "mcpServers": { "citedbyai": { "url": "https://citedbyai-mcp-server.citedbyai-gmail.workers.dev/mcp", "type": "streamable-http" } } }
Returns full JSON result — useful for embedding in your own tools or homepage widgets.
This tool runs a CPS Lite scan — instant, free, 5 dimensions.
The full CPS audit covers all 5 AI platforms (ChatGPT, Claude, Perplexity, Gemini, Copilot) with:
- Per-prompt Share of Voice measurement
- E-E-A-T structured scoring
- Citation source tracking
- Brand mention scanning across 7 platforms
- 30-section audit report
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