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Vantage

Checks whether ChatGPT, Gemini, Perplexity and Google AI Overviews cite your domain, callable from MCP-compatible agents.

Free plan · From $29/moActively maintained

AgentsAnalyticsFor developersUsage-based pricing
vantagemcp.dev ↗
Open vantagemcp.devAlternativesSet it up for my teamIs Vantage yours? Claim the card →
At a glanceswept Oct 24, 2026

not read yet

Use

For
developers and marketers checking whether ChatGPT, Gemini, Perplexity or Google AI Overviews cite their site
Price
Free plan · From $29/mopricing page, read Oct 26, 2026
Activity
Actively maintainedrelease 6 days ago · site updated 4 weeks ago
Used for
  • check whether ChatGPT cites your domain for keywords you rank for
  • list which domains AI answers cite most for a topic
read off vantagemcp.dev on Oct 26, 2026
Worth knowingcomputed from what we read · each with its source
Pricingpricing page, read Oct 26, 2026

Free plan · From $29/mo

pricing page

The companyeach fact with its source · read Oct 26, 2026
How a program reaches itfound, not claimed · read Oct 26, 2026
  • MCP serverdev.vantagemcp/vantageverified in the MCP registry
  • Stateanswers, requires sign-inchecked 2026-10-26
  • Address to connectvantagemcp.dev/mcp

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in Agentsby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

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From people who use itnot part of the reading

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Questions this page answers
  • What is Vantage?

    Checks whether ChatGPT, Gemini, Perplexity and Google AI Overviews cite your domain, callable from MCP-compatible agents. It is listed in the Atlas under Agents.

  • Who is Vantage for?

    developers and marketers checking whether ChatGPT, Gemini, Perplexity or Google AI Overviews cite their site

  • How much does Vantage cost?

    Vantage has a free plan; paid plans start at $29/mo, per its pricing page on 2026-10-26.

  • Is Vantage free?

    Yes, Vantage has a free plan, per its pricing page on 2026-10-26.

  • Do people use Vantage?

    Little sign of use.

  • Is Vantage still maintained?

    Actively maintained: release 6 days ago · site updated 4 weeks ago.

  • What are alternatives to Vantage?

    In Agents, by use: Entidex, CiteHawk, AthenaHQ, CrowdAI, MentionedOn, Audioscrape.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk