CiteGraph shows whether AI assistants name your product when buyers ask questions in your category. It writes buyer questions from your site and asks each one several times on ChatGPT, Claude, Gemini, and Perplexity through their official APIs. Then it reports mention rates with margins of error. It turns lost answers into a weekly action plan, drafts pages backed by sources, and can publish posts to your GitHub-hosted site. It suits founders, marketers, and SEO teams.

• Buyer questions and repeated scans: CiteGraph writes questions phrased the way buyers type them and asks each one 3 to 5 times per engine. Every rate comes with a margin of error, so you can tell real movement from normal variation in AI answers.
• Lost answers: You see each question where an assistant named a competitor instead of you. It shows the full answer text, the rivals named, the winning page, and the sentence your site is missing.
• Action plan: Each week you get three ordered moves: a page to write, a site fix, and a pitch draft. You always know what to do next.
• Pages traced to sources: CiteGraph drafts a page for each lost question. Every sentence traces back to your site, the cited answers, or a marked gap for details only you can supply. It then tracks each page from publication to the first AI crawler visit and on to whether an engine names you.
• Autopilot publishing: Autopilot finds questions AI answers without you, writes posts from your site's facts, and commits them to your GitHub repo as a pull request or a direct commit. You can approve each post first, and you can revert any post with one click.
• Sources AI trusts and rivals: See which sites get cited on the questions you lose, how often, and whether they are independent, with outreach pitches drafted for you. Share of voice shows which competitors each engine names, per question.
• Site fixes and AI crawler tracking: Fifteen crawler-style checks cover areas like AI bot access, schema, and llms.txt, and each one comes with a fix you can paste. A tracker you install logs AI crawler visits, verified against published IP ranges.
• Ask Assistant and MCP server: Ask questions about your scan data inside the app. You can also connect the MCP server to Claude.ai, Claude Desktop, Claude Code, Cursor, Windsurf, VS Code, or Codex.

• Measures and fixes in one tool: Many visibility trackers stop at reporting. CiteGraph goes further and drafts pages, outreach pitches, and site fixes for the questions you lose.
• Statistically honest reporting: Each question is asked several times per engine, and every rate shows a margin of error. Changes are flagged only when they move beyond that margin, which cuts down on false alarms.
• Real answers from official APIs: Answers are pulled from each engine's official search API and stored word for word. That means you can read exactly what buyers see, with citations listed.
• Low entry price: Plans start at $19/month, and the Starter plan covers all four engines for $29/month. That puts it within reach of solo founders and small teams.
• Fact-checked content generation: Generated pages and Autopilot posts use only facts your site states plus quoted sources. Code checks reject any number or link that has no source behind it.
• 120-day money-back guarantee: If no scan shows an assistant naming your product within 120 days, your subscription payments are refunded. You need to keep scans running and publish three recommended pages to qualify.

• Limited AI engine coverage: CiteGraph tracks ChatGPT, Claude, Gemini and Perplexity. Businesses that need to monitor additional AI search platforms may need another tool.
• Autopilot requires GitHub: Automatic publishing works with websites whose code is hosted on GitHub. WordPress and Webflow are not supported directly, so users on those platforms must download the generated pages and add them manually.
• Limited buyer questions per project: The published plans allow 10 questions per project on Starter, Growth and Scale, and 20 on ChatGPT Only. This may be restrictive for businesses monitoring many products, markets or customer questions.
• No free trial for paid tracking: CiteGraph offers a free AI readiness check and a sample AI answer, but ongoing visibility tracking requires a paid plan. There is no standard free trial listed for its self-serve tracking plans.
• Some features require higher-tier plans: Features such as fact sheets, CSV exports and additional user seats vary by plan. Teams should check the current pricing page to confirm which features are included before subscribing.

• Startup founder checking AI recommendations: SaaS founders can check whether ChatGPT and other AI assistants recommend their products when buyers search for tools in their category. CiteGraph identifies questions where competitors appear instead and suggests pages that may help close those gaps.
• SEO team adding AI search to reporting: ASEO specialists can monitor brand mentions and share of voice across four AI engines alongside traditional search metrics. Weekly reports and margins of error help teams interpret changes and report progress to leadership.
• Content marketer building a publishing pipeline:Marketers using GitHub-based websites can connect Autopilot to their repositories. CiteGraph drafts content for questions where their products are missing and can submit changes for review before publication.
• PR and outreach planning: Growth marketers can identify independent websites cited in AI answers and find opportunities to earn relevant mentions. CiteGraph also drafts outreach pitches to help teams contact those publishers.
• Developer querying visibility data from their editor: Engineers can connect CiteGraph's MCP server to compatible tools such as Cursor and Claude Code. They can access scan results, lost answers and cited sources within their existing development workflow.