{
  "license": {
    "name": "CC BY 4.0",
    "url": "https://creativecommons.org/licenses/by/4.0/"
  },
  "cite_as": "Newsprint, \"Coefficient: what it sells, price and AI features\", https://www.newsprint.com/companies/coefficient/, updated 2026-11-11",
  "updated_at": "2026-11-11",
  "url": "https://www.newsprint.com/companies/coefficient/",
  "markdown_url": "https://www.newsprint.com/companies/coefficient.md",
  "title": "Coefficient: what it sells, price and AI features",
  "opening_answer": "Coefficient is on the AI revenue operations software map. We record 2 dated launches and events for it. The latest is dated July 15, 2025.",
  "period": "May 29 to July 15, 2025",
  "methodology_url": "https://www.newsprint.com/updates/pr-software/#methodology",
  "company": {
    "id": "CFCAGC3",
    "slug": "coefficient",
    "name": "Coefficient",
    "aliases": [],
    "site": "https://coefficient.io/",
    "summary": "\"Agentic analytics in your spreadsheet.\" Coefficient connects Google Sheets and Excel to Salesforce, HubSpot, Snowflake and other systems for GTM teams, with RevOps, finance, marketing and data teams named as users. Agents import and sync data, build integrations, scrape sites, build live dashboards and send alerts, and a Sheets Assistant cleans data and builds pivots. It also ships an MCP server for Sheets.",
    "founded": null,
    "categories": [
      "revops-ai"
    ],
    "status": "active",
    "price_note": null,
    "update_channels": [],
    "updated_at": "2026-11-11",
    "off_map": null,
    "merged_into": null,
    "category_names": [
      "RevOps AI agents"
    ]
  },
  "confirmed_product_launches": 0,
  "dated_product_launches": 0,
  "undated_launches": 0,
  "launches_data_url": "https://www.newsprint.com/data/launches.json",
  "count": 0,
  "launches": [],
  "launch_list": false,
  "indexed": true,
  "summary": {
    "text": "\"Agentic analytics in your spreadsheet.\" Coefficient connects Google Sheets and Excel to Salesforce, HubSpot, Snowflake and other systems for GTM teams, with RevOps, finance, marketing and data teams named as users. Agents import and sync data, build integrations, scrape sites, build live dashboards and send alerts, and a Sheets Assistant cleans data and builds pivots. It also ships an MCP server for Sheets.",
    "source": {
      "name": "coefficient.io",
      "url": "https://www.coefficient.io/"
    },
    "from": "record"
  },
  "maps": [
    {
      "map": "revenue-operations-software",
      "title": "The AI revenue operations software map",
      "url": "https://www.newsprint.com/research/revenue-operations-software/#co-coefficient",
      "section": "companies",
      "name": "Coefficient",
      "site": "https://coefficient.io/",
      "category": "RevOps AI agents",
      "what": "\"Agentic analytics in your spreadsheet.\" Coefficient connects Google Sheets and Excel to Salesforce, HubSpot, Snowflake and other systems for GTM teams, with RevOps, finance, marketing and data teams named as users. Agents import and sync data, build integrations, scrape sites, build live dashboards and send alerts, and a Sheets Assistant cleans data and builds pivots. It also ships an MCP server for Sheets.",
      "what_source": {
        "name": "coefficient.io",
        "url": "https://www.coefficient.io/"
      },
      "price": "Starter from $49 per month, Pro $99 per user per month; free plan; annual billing saves 17%",
      "price_published": false,
      "capabilities": {
        "label": "AI capabilities",
        "items": [
          "Named agent",
          "Assistant",
          "Revenue analytics",
          "MCP or agent API"
        ]
      },
      "scale_tier": 2,
      "scale": "Established: a public parent, or a disclosed customer base (Coefficient says more than 700,000 GTM teams use it.)",
      "founded": null,
      "founded_source": null,
      "fate": null,
      "sources": [
        {
          "name": "coefficient.io",
          "url": "https://www.coefficient.io/"
        },
        {
          "name": "coefficient.io",
          "url": "https://www.coefficient.io/pricing"
        },
        {
          "name": "producthunt.com",
          "url": "https://www.producthunt.com/products/coefficient/launches/coefficient-for-excel"
        },
        {
          "name": "producthunt.com",
          "url": "https://www.producthunt.com/posts/ai-sheets-assistant-by-coefficient"
        }
      ],
      "more_sources": 0,
      "cross_listed": false
    }
  ],
  "off_map_url": null,
  "timeline": [
    {
      "id": "event-1",
      "url": "https://www.newsprint.com/companies/coefficient/#event-1",
      "on": "2025-07-15",
      "date_precision": "day",
      "title": "Coefficient launches MCP for Google Sheets",
      "summary": "An MCP server connects Google Sheets to Salesforce and HubSpot using native formulas, listed on Product Hunt on 2025-07-15.",
      "kind": "Launch",
      "from": {
        "name": "The AI revenue operations software map",
        "url": "https://www.newsprint.com/research/revenue-operations-software/#co-coefficient"
      },
      "source": {
        "name": "Product Hunt",
        "url": "https://www.producthunt.com/products/coefficient/launches/coefficient-for-excel"
      }
    },
    {
      "id": "event-2",
      "url": "https://www.newsprint.com/companies/coefficient/#event-2",
      "on": "2025-05-29",
      "date_precision": "day",
      "title": "Coefficient launches AI Sheets Assistant",
      "summary": "An AI assistant for Google Sheets from Coefficient, listed on Product Hunt on 2025-05-29.",
      "kind": "Launch",
      "from": {
        "name": "The AI revenue operations software map",
        "url": "https://www.newsprint.com/research/revenue-operations-software/#co-coefficient"
      },
      "source": {
        "name": "Product Hunt",
        "url": "https://www.producthunt.com/products/coefficient/launches/coefficient-for-excel"
      }
    }
  ]
}