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Is SEO·AEO·GEO reliable?

Reliable (measured) Yes. Faceabot measured SEO·AEO·GEO 8 times: 100% of checks succeeded, including the last 8 in a row (last check 2026-10-19 17:55 UTC). It also does the job: its real read-only task worked 8 of 8 times.

Last check: 2026-10-19 17:55 UTC · answered in 7303 ms · remote (no install)

En français : Fiable (mesuré). Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Audit a page for Google and AI search (ChatGPT, Claude, Perplexity); get a fix pack to apply.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.0 · publisher website
Connect your agent
{
  "mcpServers": {
    "seo-aeo-geo": {
      "url": "https://seoaeogeo.app/mcp"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"app.seoaeogeo/seo-aeo-geo"} on https://faceabot.com/api/mcp.
Does it actually do the job?

Does the job (tested) — Faceabot asked audit_url to do a small read-only task 8 time(s): 8 returned a real result, the last 8 in a row. Last result: ok in 5685 ms.

Sample input: {"url":"https://example.com"}. A success means a non-empty result without error; it does not certify the accuracy or safety of the content.
Other proven tools for the same job

RankRoot: AI visibility audit Flaky · 88%
Audit a site's visibility to ChatGPT, Perplexity, Claude and AI agents. Generates llms.txt. · https://getrankroot.com/api/mcp

CitePulse AI — 7-Agent GEO & LLM Citation Readiness Server Reliable (measured) · 100%
Audit any URL for ChatGPT, Claude & Perplexity GEO citation readiness, llms.txt & Schema.org. · https://citepulse-ai.run402.com/api/mcp?channel=run402

Specularis AI Visibility Audit Flaky · 80%
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website? · https://specularis-mcp-audit-production.up.railway.app/mcp

Picked from Faceabot's live measurements. Or let Faceabot choose: GET https://faceabot.com/resolve?need=…
Faceabot measurements
WhenAnswersReal taskLatency
2026-10-19 17:55 UTC✅ ok✅ done7303 ms
2026-10-19 03:45 UTC✅ ok✅ done8767 ms
2026-10-18 11:50 UTC✅ ok✅ done8602 ms
2026-10-18 02:45 UTC✅ ok✅ done8133 ms
2026-10-17 18:45 UTC✅ ok✅ done7545 ms
2026-10-17 10:25 UTC✅ ok✅ done8133 ms
2026-10-17 02:40 UTC✅ ok✅ done7192 ms
2026-10-16 19:00 UTC✅ ok✅ done8371 ms
Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

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Publisher of SEO·AEO·GEO?

Show your measured reliability on your README or website:

Faceabot reliability badge for SEO·AEO·GEO

[![Measured by Faceabot](https://faceabot.com/badge/app.seoaeogeo/seo-aeo-geo.svg)](https://faceabot.com/tools/app.seoaeogeo/seo-aeo-geo)
Data in JSON: /api/catalog?id=app.seoaeogeo/seo-aeo-geo · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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