Checks whether ChatGPT, Gemini and Perplexity cite your site, and who they cite instead.
Connect Remote server
claude mcp add --transport http vantage https://vantagemcp.dev/mcp{
"mcpServers": {
"vantage": {
"url": "https://vantagemcp.dev/mcp"
}
}
}{
"servers": {
"vantage": {
"type": "http",
"url": "https://vantagemcp.dev/mcp"
}
}
}Settings > Connectors > Add custom connector
URL: https://vantagemcp.dev/mcpTools 10 found in our last check
get_supported_optionsList which AI engines, platforms and markets each Vantage tool accepts, and the per-call limits, so you can pick valid arguments before spending any quota. Use this to answer 'does Vantage cover Gemini in Italy' or 'what can I pass as engine or platform'. Costs 0 quota units - a…
get_usageCheck how much of this billing period's quota is left, before spending any of it. Use this to answer 'how many checks do I have left' or to decide whether a batch call will fit before running it. Costs 0 quota units - this never touches the paid data provider, it only reads Vant…
find_citation_leadersFind which domains dominate AI-answer citations for a topic/keyword, and optionally check where one domain, or several competitors at once, show up among them. Use this to answer 'who's winning AI search for this topic' or 'is my competitor cited more than me for X'. Comparing s…
analyze_citation_trendTrack how a domain's AI-citation count has moved month over month, so you can see whether visibility is growing or fading instead of only ever checking a single point in time. Use this to answer 'is our AI visibility improving' or 'did that content push actually move the needle'…
analyze_citation_structureAnalyze the structural shape of the AI-generated answer actually cited for a keyword: does it lead with a list, how long is the opening passage, how many sources does it cite and from which domains. Use this to understand what a winning AI-search answer looks like for a topic, e…
analyze_citation_structure_batchAnalyze the structural shape of the winning AI answer across several related keywords/topics in one call: does each lead with a list, how long is the opening, how many sources it cites. It covers a topic cluster in one call, for content planning across related pieces. Read-only:…
analyze_citation_coverageCheck which of several prompts/keywords actually cite a specific domain, and which ones don't. It answers "out of everything we care about, where do we already show up, and where are we invisible"; its not_cited list is the set of keywords worth a closer look. Read-only for the…
analyze_citation_gapCompare your own page's structure against the AI-generated answer actually cited for this keyword, and return a fix brief: the differences between the two, each with the change worth testing, not just a description of the winner. Use this to answer 'how does my page differ from…
find_cited_questionsFind the questions people ask AI answer engines where a domain is already cited as a source, most-asked first. Starts from the domain, so nobody has to guess keywords first. Use this to answer 'what does ChatGPT already cite us for' or to pick the keywords to feed analyze_citati…
get_check_historyRead back your own earlier analyze_citation_coverage results for a domain, newest first, to show progress over time or to confirm whether a change (a rewrite, a new mention somewhere) moved anything. Use this for 'has our citation status changed since last week' without spending…
Details
| Endpoint | https://vantagemcp.dev/mcp (Streamable HTTP) |
| First published | 12 Nov 2026 |
| Last updated | 12 Nov 2026 |
| Registry name | dev.vantagemcp/vantage |
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