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        "shipping_volume": 73,
        "raw_change_count": 6
      }
    },
    {
      "id": "019f48d8-bff7-7015-80e7-a3d50f761937",
      "name": "Wappalyzer",
      "domain": "wappalyzer.com",
      "slug": "wappalyzer",
      "url": "https://competitortracker.io/companies/wappalyzer/",
      "data_url": "https://competitortracker.io/data/companies/wappalyzer.json",
      "changes": [
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Removed standalone Keyword search product; no longer listed in products menu or footer.",
          "source_url": "https://www.wappalyzer.com"
        },
        {
          "code": "MP",
          "category": "Messaging and positioning",
          "description": "Homepage rewritten around sales and GTM use cases, pivoting from general technology lookup to account intelligence and prospect list messaging.",
          "source_url": "https://www.wappalyzer.com"
        }
      ],
      "movement": {
        "quadrant": "slow_burn",
        "novelty": 60,
        "shipping_volume": 29,
        "raw_change_count": 2
      }
    },
    {
      "id": "019f48d7-5af9-703c-b5e2-084196621c6d",
      "name": "Watchmycompetitor",
      "domain": "watchmycompetitor.com",
      "slug": "watchmycompetitor",
      "url": "https://competitortracker.io/companies/watchmycompetitor/",
      "data_url": "https://competitortracker.io/data/companies/watchmycompetitor.json",
      "changes": [
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Added Data Harvesting feature.",
          "source_url": "https://www.watchmycompetitor.com"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Expanded AI Assistants from 12 to 14+ specialist agents.",
          "source_url": "https://www.watchmycompetitor.com"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Homepage repositioned from market intelligence tool to 'Enterprise AI Platform For External Intelligence' with new hero and enterprise sections.",
          "source_url": "https://www.watchmycompetitor.com"
        }
      ],
      "movement": {
        "quadrant": "making_moves",
        "novelty": 65,
        "shipping_volume": 56,
        "raw_change_count": 4
      }
    }
  ],
  "quiet_companies": [
    {
      "id": "019f48d8-fcdb-702c-86e0-d9cb1a531d95",
      "name": "Competitors",
      "domain": "competitors.app",
      "slug": "competitors-app",
      "url": "https://competitortracker.io/companies/competitors-app/",
      "data_url": "https://competitortracker.io/data/companies/competitors-app.json"
    },
    {
      "id": "019f48d8-dd29-7025-84fe-9d4ea958decd",
      "name": "Competitracker",
      "domain": "competitracker.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019f48d6-d89d-700b-8406-4b7b93a9ae57",
      "name": "Crayon",
      "domain": "crayon.co",
      "slug": "crayon",
      "url": "https://competitortracker.io/companies/crayon/",
      "data_url": "https://competitortracker.io/data/companies/crayon.json"
    },
    {
      "id": "019f48d9-8154-7026-b1d5-c19c7cdb6bf4",
      "name": "Distill",
      "domain": "distill.io",
      "slug": "distill-io",
      "url": "https://competitortracker.io/companies/distill-io/",
      "data_url": "https://competitortracker.io/data/companies/distill-io.json"
    },
    {
      "id": "019f48d8-89a5-7021-8cce-36ef1f30515d",
      "name": "Rivaliq",
      "domain": "rivaliq.com",
      "slug": "rival-iq",
      "url": "https://competitortracker.io/companies/rival-iq/",
      "data_url": "https://competitortracker.io/data/companies/rival-iq.json"
    },
    {
      "id": "019f48d9-1b70-7022-8282-4e027a3ab903",
      "name": "Visualping",
      "domain": "visualping.io",
      "slug": "visualping",
      "url": "https://competitortracker.io/companies/visualping/",
      "data_url": "https://competitortracker.io/data/companies/visualping.json"
    }
  ],
  "scoring": {
    "version": "v3-independent-novelty-density",
    "quadrants": {
      "top_left": "Shipping steadily",
      "top_right": "Making moves",
      "bottom_left": "Lying low",
      "bottom_right": "Slow burn"
    },
    "notes": "Scores are deterministic rank-normalized coordinates from quarter-window API changes. Shipping volume measures activity volume, source diversity, signal diversity, and materiality. Novelty is intentionally independent from volume: strategic/newness signal density, launch language, high-novelty signal mix, and materiality are dampened by raw change volume so routine high-volume movers can land in Shipping Steadily and selective strategic launches can land in Slow Burn. LLMs do not choose coordinates. V2 renders points in density-aware, spatially balanced highlight batches capped at 20 companies every three seconds; dense maps split into smaller batches when needed for readability."
  }
}