citegraph

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1. 10/11/2026

   Updated: best for, features, limitations, plans, platforms, sources, summary, use cases, walkthrough

   See recorded changes

   bestFor

   Before: ["Founders, marketers, and SEO teams aiming to improve AI search visibility and citation tracking."]

   After: ["Companies wanting to improve their product's AI visibility and get cited by AI assistants in buyer questions."]

   features

   Before: ["Tracks buyer questions mined from your own site and runs them multiple times on four AI engines weekly, providing scores and margins of error.","Stores every AI answer verbatim with brand mentions highlighted and cited sources for evidence.","Identifies blind spots where AI names competitors instead of you, showing the full verbatim answer, winner, cited page, and missing sentence.","Performs site readiness checks including robots access, content without JavaScript, schema, and llms.txt with fixes to improve AI visibility.","Provides an action plan with ordered site fixes, code to paste, and drafted artifacts for pitching, publishing, and answering."]

   After: ["Shows exact AI answers lost to competitors, with verbatim text and cited sources.","Writes pages or pitches to fix lost AI citations, with every sentence traced to a source and slots for user details.","Tracks which sites AI assistants cite for buyer questions and drafts pitches to get cited on those sites.","Tracks competitors named by AI assistants per buyer question and shows share of voice with fixes.","Follows pages from lost AI answers to live site, AI crawler reads, and scan results to track progress."]

   limitations

   Before: ["Scans are costly to run due to live AI engine queries, so pay-per-scan or subscription is required for full functionality."]

   After: ["No ongoing free plan; scans cost money because they query live AI engines through official APIs.","Does not use or benefit from llms.txt files for AI citation rates."]

   plans

   Before: []

   After: [{"name":"ChatGPT Only","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":null,"monthly":19,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Starter","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":null,"monthly":29,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Growth","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":null,"monthly":69,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false}]

   platforms

   Before: ["Web application accessible via browser with integration to AI assistants and coding environments through MCP server."]

   After: []

   sources

   Before: [{"url":"https://www.citegraph.app/","label":"CiteGraph - Get your product mentioned by AI assistants"},{"url":"https://www.citegraph.app/pricing","label":"CiteGraph pricing — plans, limits and what each includes"},{"url":"https://www.citegraph.app/features","label":"CiteGraph features — what is inside the tool, page by page"},{"url":"https://www.citegraph.app/features/mcp","label":"MCP Server: Connect Claude, Cursor, Windsurf or VS Code to Your AI Visibility Scan — CiteGraph"}]

   After: [{"url":"https://www.citegraph.app/","label":"CiteGraph - Get your product mentioned by AI assistants"},{"url":"https://www.citegraph.app/pricing","label":"CiteGraph pricing: plans, limits and what each includes"},{"url":"https://www.citegraph.app/features","label":"CiteGraph features: what is inside the tool, page by page"}]

   summary

   Before: "CiteGraph is an AI search visibility and citation tracking tool designed for founders, marketers, and SEO teams. It analyzes buyer questions across multiple AI engines, identifies where competitors are cited instead, and provides actionable fixes to improve your product's mention and citation in AI-generated answers."

   After: "CiteGraph is a SaaS platform that measures and improves AI visibility by tracking whether AI assistants like ChatGPT, Claude, Gemini, and Perplexity recommend your product. It identifies lost answers where competitors are named instead, shows verbatim AI answers and cited sources, and writes pages or pitches to help you get cited by AI assistants."

   useCases

   Before: ["Tracking AI-generated answers to buyer questions to identify citation losses and gain competitive insights.","Monitoring competitor share of voice and AI citation trends across multiple AI engines."]

   After: ["For founders, marketers, and SEO teams to measure AI visibility and improve AI assistant recommendations for their products.","Tracking competitive landscape and AI share of voice among rivals named by AI assistants."]

   walkthrough

   Before: ["Use the action plan to apply site fixes, pitch, publish, and answer to regain citations, supported by AI-drafted artifacts.","Integrate with coding agents via MCP server to automate readiness fixes and content updates directly in your code repository."]

   After: ["User enters their domain; CiteGraph asks buyer questions to AI assistants and shows answers naming competitors but not the user.","CiteGraph writes the missing sentence or page to fix lost AI answers, with every sentence traced to a source and a slot for user details.","User can see which sites AI assistants cite and draft pitches to get cited on those sites."]