Lotus — AI Citation Intelligence

{
  "id": "aix_640a0e8168",
  "name": "Lotus — AI Citation Intelligence",
  "operator": "(unclaimed - source: registry-official · publisher: app.clicon)",
  "description": "Measure how AI assistants cite your brand. Returns measured data and ready-to-apply fixes.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-24",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "browser-automation",
    "citation-check",
    "sentiment-scan",
    "web-scrape"
  ],
  "protocols": {
    "mcp": "https://lotus.clicon.app/mcp/",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 990,
    "uptime_30d": 0.9890710382513661,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 50,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-24T22:00:58.837Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://clicon.app/"
    },
    {
      "label": "repository",
      "url": "https://github.com/martinendara/lotus-mcp"
    }
  ],
  "avatar": "https://github.com/martinendara.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/martinendara"
    }
  ],
  "profile": {
    "mcp_server": "Lotus GEO Engine",
    "mcp_version": "1.27.0",
    "tool_count": 16,
    "tools": [
      {
        "name": "analyze_geo",
        "description": "\n    Analyze a domain's visibility across AI-generated answers.\n    Without an API key: returns a limited preview (1/day per IP, 3/week).\n    With a valid API key: returns the full analysis including measured\n    metrics, revenue-at-risk estimates and scenario simulations.\n    "
      },
      {
        "name": "get_quick_wins",
        "description": "\n    Return pending and applied quick wins for a domain.\n    Requires a valid API key (pro, growth or agency).\n    "
      },
      {
        "name": "get_quick_win_code",
        "description": "\n    Generate ready-to-install code for a quick win, identified by its hash.\n    Only available for structured_data quick wins.\n    Requires a valid API key.\n    "
      },
      {
        "name": "mark_applied",
        "description": "\n    Verify-before-mark: checks that the expected schema is actually present\n    in the live DOM of the site before marking the quick win as applied.\n    Only marks it if the expected @type is found among the schemas detected\n    on the domain (best-effort, fails safe).\n    Requires a valid API key.\n    "
      },
      {
        "name": "get_competitor_actions",
        "description": "\n    Return pending and completed competitor actions for a domain.\n    Requires a valid API key (pro, growth or agency).\n    "
      },
      {
        "name": "get_artifact",
        "description": "\n    Return the most recent artifact (llms_txt or json_ld) for the\n    authenticated client: content, version, generated_at and status.\n    Use when an agent needs to read the generated llms.txt or JSON-LD.\n    artifact_type must be \"llms_txt\" or \"json_ld\".\n    "
      },
      {
        "name": "get_bot_activity",
        "description": "\n    Return AI crawler activity for the authenticated client's domain:\n    total hits, breakdown per bot, most recent hits and last-seen per bot.\n    Use when an agent needs to assess how frequently AI crawlers visit\n    a site over the last N days.\n    "
      },
      {
        "name": "get_bleed_model",
        "description": "\n    Return the traffic erosion model for the authenticated client:\n    cascading metrics with their *_source provenance labels, plus the\n    resulting revenue-at-risk calculation.\n    Use when an agent needs to assess the economic impact of losing\n    traffic to AI-generated answers.\n    "
      },
      {
        "name": "verify_installation",
        "description": "\n    Check live whether llms.txt and JSON-LD are correctly installed on the\n    authenticated client's domain. Returns an overall status\n    (fully_deployed / partially_deployed / not_deployed) plus the detailed\n    result for each artifact.\n    Use when an agent needs to confirm that GEO artifacts are serving\n    correctly on the client's site.\n    "
      },
      {
        "name": "get_citation_verdict",
        "description": "\n    Return the most recent citation score for the authenticated client,\n    along with the measurements from that same week (safe fields only).\n    Raw data — no healthy/critical classification applied.\n    Use when an agent needs to audit how generative engines cite a client:\n    citation rate, average position, sentiment, competitors mentioned and\n    entity fidelity.\n    "
      },
      {
        "name": "generate_share_link",
        "description": "\n    Generate a public report link for the authenticated client and persist\n    it. Returns {report_url, slug}.\n    Use when an agent needs to create a shareable report covering the\n    client's full visibility status: crawler activity, revenue at risk,\n    competitive intelligence and competitors.\n    "
      },
      {
        "name": "regenerate_artifacts",
        "description": "\n    Regenerate the GEO artifacts (llms_txt, json_ld and supporting schema\n    nodes) for the authenticated client. Respects a 6h cooldown and the\n    daily generation budget.\n    Use when an agent needs to force regeneration after changes to the\n    site or to the competitor/advantage configuration.\n    "
      },
      {
        "name": "get_report_data",
        "description": "\n    Return the full report payload for a share link slug owned by the\n    authenticated client. Returns the report even if the share link has\n    expired.\n    Use when an agent needs to read a report it previously generated\n    with generate_share_link, without opening the public URL in a browser.\n    "
      },
      {
        "name": "list_artifacts",
        "description": "\n    Return artifacts (llms_txt, json_ld, defense_nodes) for the\n    authenticated client, without their content payload.\n    Optionally filter by exact status (e.g. \"pending_review\", \"approved\").\n    Use status=\"\" to return all statuses.\n    limit caps the number returned (default 20, max 100); the \"total\"\n    field always reflects the real unfiltered count for the domain.\n    Use when an agent needs to discover which artifact IDs are available\n    before approving or activating a specific one.\n    "
      },
      {
        "name": "approve_artifact",
        "description": "\n    Approve an artifact by its ID. The artifact must belong to the\n    authenticated client's domain. Approved artifacts are ready for\n    activation but are not yet live on the site.\n    Use when an agent has reviewed a generated artifact and wants to\n    mark it as ready for deployment.\n    "
      },
      {
        "name": "activate_artifact",
        "description": "\n    Activate an artifact by its ID. The artifact must belong to the\n    authenticated client's domain. Activation makes the artifact live\n    — only one version of a given type can be active at a time.\n    Use when an agent needs to deploy an approved artifact to production.\n    "
      }
    ],
    "profiled_at": "2026-09-14T11:01:22.483Z"
  },
  "unreachable": false
}