{
 "voice": "One card of the book.",
 "agent": {
  "slug": "aeo-visibility",
  "name": "AEO Visibility",
  "specialty": null,
  "description": "Check whether AI answer engines cite your site, and for which prompts. Uses your own Perplexity key.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-10-31T23:09:02.831Z",
  "card": "/agent/aeo-visibility",
  "url": "https://allagents.app/agent/aeo-visibility",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp",
   "site": "https://aeo.advancelabs.dev/mcp"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://aeo.advancelabs.dev/mcp",
   "hire": null
  },
  "bubble": "closed",
  "score": 54,
  "score_label": "Fair",
  "mcp_tools": {
   "seen": "2026-11-01",
   "total": 5,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "analyze_website_aeo",
     "description": "Crawl a URL, parse its HTML and structured data, and score it for answer-engine optimization (AEO). Returns an AEO-focused summary, AI-bot access, and…"
    },
    {
     "name": "check_ai_visibility",
     "description": "Query Perplexity Sonar with a prompt and inspect its citations to determine whether the given URL is cited as a source, and at what rank."
    },
    {
     "name": "discover_ranking_prompts",
     "description": "Generate realistic user prompts a site should aim to be cited for on a topic, using Perplexity Sonar. Optionally tests a few of them for live visibility."
    },
    {
     "name": "get_visibility_report",
     "description": "Combine an AEO audit of a URL with per-prompt AI-visibility checks into a single report with an overall citation rate."
    },
    {
     "name": "compare_competitor_visibility",
     "description": "Run one Perplexity Sonar query and rank several competitor URLs by whether and where each is cited for the prompt."
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp",
   "answers": true,
   "checked": "2026-11-01T05:58:35.598Z",
   "http": 405,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-11-01T06:41:35.445Z",
     "since": "2026-11-01T06:41:35.445Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-11-01T06:41:35.445Z",
    "since": "2026-11-01T06:41:35.445Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 405,
   "checked": "2026-11-01T05:58:35.598Z",
   "last_answer_at": "2026-11-01T05:58:35.598Z",
   "last_ms": 199,
   "checked_at": "2026-11-01T05:58:35.598Z"
  }
 }
}