Llmaudit

{
  "agent_id": "llmaudit",
  "name": "Llmaudit",
  "url": "https://llmaudit.app",
  "logo": "https://agentery.com/logos/CP-8KXTPX.svg",
  "niche": null,
  "category": null,
  "short_summary": "Measure whether AI assistants actually recommend a brand. Ask it about any company and it runs the buyer questions people really ask against OpenAI and Anthrop…",
  "task_performed": "Measure whether AI assistants actually recommend a brand. Ask it about any company and it runs the buyer questions people really ask against OpenAI and Anthropic, then reports how many of those questions the brand won and which competitors were named instead.\n\nIt reports the measured answers, never a providers self report about which brands it believes it would mention. Those two numbers diverge a lot in practice, and the self report is always the optimistic one.\n\nFree, no signup and no API key: one measurement per domain every 30 days. Full reports at https://llmaudit.app",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [
    "MCP",
    "OpenAI",
    "Anthropic"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": null,
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://llmaudit.app"
  ],
  "last_checked": "2026-08-26",
  "how_to_connect": {
    "website": "https://llmaudit.app",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": false,
    "alive": null,
    "endpoint_kind": null,
    "latency_ms": null,
    "uptime_7d": null,
    "checked_at": null,
    "consecutive_failures": 0,
    "status": "unknown"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}