What are reliable alternatives to CitedOrNot - AI Search Visibility?

Measured by Faceabot as working: Proofsource.

How do I connect an AI agent to CitedOrNot - AI Search Visibility?

Use the MCP streamable HTTP endpoint https://citedornot.com/mcp.

Catalog › com.citedornot/ai-visibility

Is CitedOrNot - AI Search Visibility reliable?

Private (key required) CitedOrNot - AI Search Visibility answers but requires credentials, so Faceabot cannot test it anonymously. It is not counted as failing.

Last check: 2026-10-19 12:35 UTC · answered in 3649 ms · remote (no install)

Proven alternatives that work right now

Proofsource Reliable (measured) · 100%
AI visibility: which buyer questions name your brand in ChatGPT, Perplexity, Claude, AI Overviews. · https://app.proofsource.co/v1/mcp

Picked from Faceabot's live measurements. Or let Faceabot choose: GET https://faceabot.com/resolve?need=…

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

What it does

AI search visibility for your brand: which AI engines name it, who wins instead, what to publish.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.1 · publisher website

Connect your agent

{
  "mcpServers": {
    "ai-visibility": {
      "url": "https://citedornot.com/mcp"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"com.citedornot/ai-visibility"} on https://faceabot.com/api/mcp.

Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements

When	Answers	Real task	Latency
2026-10-19 12:35 UTC	❌ auth_required		3649 ms
2026-10-12 12:31 UTC	❌ auth_required		4590 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.

Publisher of CitedOrNot - AI Search Visibility?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/com.citedornot/ai-visibility.svg)](https://faceabot.com/tools/com.citedornot/ai-visibility)

Data in JSON: /api/catalog?id=com.citedornot/ai-visibility · 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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