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      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Advertises support for 20 languages including French, Spanish, German, Korean, Chinese, and RTL.",
          "source_url": "https://www.getoutline.com"
        },
        {
          "code": "SC",
          "category": "Security, compliance and access",
          "description": "Getoutline Hero introduces problem-solution framing for messy documents, unclear access permissions, and repeated information requests.",
          "source_url": "https://www.getoutline.com"
        },
        {
          "code": "MP",
          "category": "Messaging and positioning",
          "description": "Value proposition highlights AI document Q&A, real-time collaboration, and Slack integration; 2 related messaging and positioning changes reinforced the same buyer-visible signal.",
          "source_url": "https://www.getoutline.com"
        }
      ],
      "movement": {
        "quadrant": "slow_burn",
        "novelty": 50,
        "shipping_volume": 27,
        "raw_change_count": 4
      }
    },
    {
      "id": "019f90fb-56b6-700c-84ed-432a32f7f276",
      "name": "Paligo",
      "domain": "paligo.net",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Added Content Hosting module and launched Editor product promotion.",
          "source_url": "https://paligo.net"
        },
        {
          "code": "MP",
          "category": "Messaging and positioning",
          "description": "Homepage hero and body copy updated to emphasize AI trust and enterprise structured content layer.",
          "source_url": "https://paligo.net"
        }
      ],
      "movement": {
        "quadrant": "slow_burn",
        "novelty": 62,
        "shipping_volume": 21,
        "raw_change_count": 2
      }
    },
    {
      "id": "019f90fa-f629-7039-a04e-3b8f4e57d42c",
      "name": "Proprofskb",
      "domain": "proprofskb.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Proprofskb added Prototype Surveys to Features list.",
          "source_url": "https://www.proprofssurvey.com/"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Added AI Knowledge Brain, AI Article Suggestions, AI Translation, AI Insights & Reports, AI SEO Optimization, AI Style Guides, and AI Guide Creator.",
          "source_url": "https://www.proprofskb.com"
        },
        {
          "code": "MP",
          "category": "Messaging and positioning",
          "description": "Homepage hero rewritten to emphasize 'Resolves 80% Tickets Automatically,' free plan, and rapid setup.",
          "source_url": "https://www.proprofskb.com"
        }
      ],
      "movement": {
        "quadrant": "lying_low",
        "novelty": 38,
        "shipping_volume": 38,
        "raw_change_count": 7
      }
    },
    {
      "id": "019f90fb-832b-7006-aa98-7785900cf8b7",
      "name": "Readme",
      "domain": "readme.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Readme added AI Branch Reviews to review branches with the AI Linter before merging.",
          "source_url": "https://readme.com"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Added SOC 2 and GDPR compliance.",
          "source_url": "https://readme.com"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Readme added migration services to transfer documentation from third-party platforms.",
          "source_url": "https://readme.com"
        }
      ],
      "movement": {
        "quadrant": "lying_low",
        "novelty": 42,
        "shipping_volume": 46,
        "raw_change_count": 9
      }
    },
    {
      "id": "019f90fa-b8e5-7002-a1e6-8ce1700b2256",
      "name": "Shelf",
      "domain": "shelf.io",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Repositioned solution offerings from specific use cases (Contact Center Automation, RAG & GenAI Enablement) to an agentic-focused structure (Shelf Agentic OS, Knowledge & Governance).",
          "source_url": "https://www.shelf.io"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Replaced legacy GenAI content-quality platform with agentic AI suite including AI Data Model, CortexAI, Super Agents, and omnichannel experiences.",
          "source_url": "https://www.shelf.io"
        },
        {
          "code": "MP",
          "category": "Messaging and positioning",
          "description": "Replaced top banner from Gartner Cool Vendor to 2026 Gartner Magic Quadrant Leader for Customer Service Knowledge Management; 4 related messaging and positioning changes reinforced the same Customer Service Knowledge Management signal.",
          "source_url": "https://www.shelf.io/knowledge-management-solution/"
        }
      ],
      "movement": {
        "quadrant": "making_moves",
        "novelty": 54,
        "shipping_volume": 57,
        "raw_change_count": 14
      }
    },
    {
      "id": "019eb80e-2324-7023-8b42-47d52dd9c976",
      "name": "Slite",
      "domain": "slite.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PP",
          "category": "Pricing and packaging",
          "description": "Slite Standard plan replaced by Basic at $10/user/month billed yearly and Pro at $20/user/month.",
          "source_url": "https://slite.com/solutions/product-engineering"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Slite added EU-hosted deployment option.",
          "source_url": "https://slite.com/knowledge-base"
        },
        {
          "code": "SC",
          "category": "Security, compliance and access",
          "description": "Slite added AICPA SOC 2 compliance logo to hero section.",
          "source_url": "https://slite.com/solutions/human-resources"
        }
      ],
      "movement": {
        "quadrant": "making_moves",
        "novelty": 90,
        "shipping_volume": 79,
        "raw_change_count": 47
      }
    },
    {
      "id": "019f90fa-a735-703c-bb2c-6d46586f7c3d",
      "name": "Starmind",
      "domain": "starmind.ai",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Added announcement that Starmind was acquired by Capacity, with link to blog post.",
          "source_url": "https://www.starmind.ai"
        },
        {
          "code": "MP",
          "category": "Messaging and positioning",
          "description": "Added brand narrative above hero: 'We named it...' and 'Some names were always meant for the stars.'",
          "source_url": "https://www.starmind.ai"
        },
        {
          "code": "MP",
          "category": "Messaging and positioning",
          "description": "Removed contact form, user consent mechanism, and Capacity ownership disclosure from contact page.",
          "source_url": "https://www.starmind.com/contact"
        }
      ],
      "movement": {
        "quadrant": "lying_low",
        "novelty": 18,
        "shipping_volume": 24,
        "raw_change_count": 4
      }
    },
    {
      "id": "019f90fa-33c5-7039-9c45-cda44fcf252e",
      "name": "Stack Overflow For Teams",
      "domain": "stackoverflow.co",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "IA",
          "category": "Integrations and APIs",
          "description": "Stack Overflow For Teams added MCP and MCP Server integrations, clarifying ecosystem fit for buyers evaluating workflow coverage.",
          "source_url": "https://stackoverflow.co/internal/features/"
        },
        {
          "code": "PP",
          "category": "Pricing and packaging",
          "description": "Stack Overflow For Teams Pricing page redesigned from self-serve to enterprise lead generation with new hero and contact form.",
          "source_url": "https://stackoverflow.co/internal/pricing/"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Stack Overflow For Teams SME identification now uses interaction-based auto-detection with optional manual management instead of tag-reputation assignment.",
          "source_url": "https://stackoverflow.co/internal/integrations/"
        }
      ],
      "movement": {
        "quadrant": "making_moves",
        "novelty": 67,
        "shipping_volume": 76,
        "raw_change_count": 24
      }
    },
    {
      "id": "019f912b-1ba6-702e-afd5-0aef295b65d0",
      "name": "Wikis By Notion",
      "domain": "notion.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Added 21 new languages, including Bahasa Indonesia, Dansk, Deutsch, English (UK), Español, Français, Italiano, Nederlands, Norsk, Português, Suomi, Svenska, Vietnamese, Hebrew, Arabic, Thai, Korean, Japanese, Simplified Chinese, and Traditi",
          "source_url": "https://www.notion.com/product/wikis"
        }
      ],
      "movement": {
        "quadrant": "lying_low",
        "novelty": 16,
        "shipping_volume": 11,
        "raw_change_count": 1
      }
    },
    {
      "id": "019f90fb-2941-701e-8d9e-52531d6f0c9a",
      "name": "Xwiki",
      "domain": "xwiki.com",
      "slug": null,
      "url": null,
      "data_url": null,
      "changes": [
        {
          "code": "PP",
          "category": "Pricing and packaging",
          "description": "Xwiki extended its free trial to up to eight weeks with no-credit-card and no-commitment terms, lowering evaluation friction.",
          "source_url": "https://www.xwiki.com"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Xwiki added custom solutions: Knowledge Base, Procedures Management, Extranet and Communities, Digital Workplace, and Custom Apps.",
          "source_url": "https://www.xwiki.com"
        },
        {
          "code": "PF",
          "category": "Product and capability",
          "description": "Xwiki added French language support.",
          "source_url": "https://www.xwiki.com"
        }
      ],
      "movement": {
        "quadrant": "making_moves",
        "novelty": 79,
        "shipping_volume": 68,
        "raw_change_count": 18
      }
    }
  ],
  "quiet_companies": [
    {
      "id": "019eb80e-71cb-702a-b204-f9a6b5e72093",
      "name": "Document360",
      "domain": "document360.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019f912a-cddf-7004-b778-4c918678f417",
      "name": "Knowledge Base By Freshworks",
      "domain": "freshworks.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019f912b-6a0c-702d-9c8f-61f79a1e7469",
      "name": "Helpscout",
      "domain": "helpscout.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019f90fa-08ff-703a-a59f-48f8f65899f1",
      "name": "Knowledgeowl",
      "domain": "knowledgeowl.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019eb80d-ba7e-700d-a16e-84f6e21d22f9",
      "name": "Nuclino",
      "domain": "nuclino.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019eb80e-08ec-7028-a7df-6d0053ad62b9",
      "name": "Slab",
      "domain": "slab.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019f2dcd-bbf8-703a-989c-c530bfb6505b",
      "name": "Stonly",
      "domain": "stonly.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019eb80d-834f-700b-9945-c888f7bda2fd",
      "name": "Tettra",
      "domain": "tettra.com",
      "slug": null,
      "url": null,
      "data_url": null
    },
    {
      "id": "019f296b-ff7d-7012-ac74-50eb009cc633",
      "name": "Waybook",
      "domain": "waybook.com",
      "slug": null,
      "url": null,
      "data_url": null
    }
  ],
  "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."
  }
}