{
  "company": {
    "name": "Cognee",
    "website": "https://cognee.ai/",
    "record": "https://startuphistory.org/c/cognee.ai"
  },
  "status": null,
  "history_since": "2024-03-24T01:41:31.000Z",
  "baseline": {
    "snapshot_id": "092e36ed300cac8ba12624e30a01d2c7f200a7c9a6e60092865f79e0c13c407f",
    "observed_at": "2024-03-24T01:41:31.000Z",
    "headline": "We help you tailor your AI memory",
    "description": "We can help you with context sanitization, metadata indexing, data preparation, knowledge extraction, data enrichment and more concerning AI architecture and memory.",
    "evidence": "https://web.archive.org/web/20240324014131/https://www.cognee.ai/",
    "evidence_kind": "internet_archive",
    "facts": null,
    "basis": "first_observation",
    "is_change": false
  },
  "live_captures": 1,
  "last_checked": "2026-11-05T12:50:12.131Z",
  "live_status": null,
  "messaging": [
    {
      "quote_observed_at": "2024-03-24T01:41:31.000Z",
      "variants": [
        {
          "headline": "We help you tailor your AI memory",
          "subhead": "We can help you with context sanitization, metadata indexing, data preparation, knowledge extraction, data enrichment and more concerning AI architecture and memory.",
          "observed_at": "2024-03-24T01:41:31.000Z",
          "evidence": "https://web.archive.org/web/20240324014131/https://www.cognee.ai/",
          "evidence_kind": "internet_archive"
        }
      ],
      "headline": "We help you tailor your AI memory",
      "subhead": "We can help you with context sanitization, metadata indexing, data preparation, knowledge extraction, data enrichment and more concerning AI architecture and memory.",
      "from": "2024-03-24T01:41:31.000Z",
      "to": "2024-03-24T01:41:31.000Z",
      "captures": 1,
      "evidence": "https://web.archive.org/web/20240324014131/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "seen": {
        "on": "2024-03-24T01:41:31.000Z"
      },
      "current": false
    },
    {
      "quote_observed_at": "2024-07-18T23:16:32.000Z",
      "variants": [
        {
          "headline": "Deterministic LLM outputs running in production",
          "subhead": "We can help you with context sanitization, metadata indexing, data preparation, knowledge extraction, data enrichment and more concerning AI architecture and memory.",
          "observed_at": "2024-07-18T23:16:32.000Z",
          "evidence": "https://web.archive.org/web/20240718231632/https://www.cognee.ai/",
          "evidence_kind": "internet_archive"
        }
      ],
      "headline": "Deterministic LLM outputs running in production",
      "subhead": "We can help you with context sanitization, metadata indexing, data preparation, knowledge extraction, data enrichment and more concerning AI architecture and memory.",
      "from": "2024-07-18T23:16:32.000Z",
      "to": "2024-07-18T23:16:32.000Z",
      "captures": 1,
      "evidence": "https://web.archive.org/web/20240718231632/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "seen": {
        "on": "2024-07-18T23:16:32.000Z"
      },
      "current": false
    },
    {
      "quote_observed_at": "2025-01-13T19:52:12.000Z",
      "variants": [
        {
          "headline": "Improve the accuracy of your AI apps and Agents",
          "subhead": "Cognee is an open source AI memory engine. Try it today to find hidden connections in your data and improve your AI infrastructure.",
          "observed_at": "2025-01-13T19:52:12.000Z",
          "evidence": "https://web.archive.org/web/20250113195212/https://www.cognee.ai/",
          "evidence_kind": "internet_archive"
        }
      ],
      "headline": "Improve the accuracy of your AI apps and Agents",
      "subhead": "Cognee is an open source AI memory engine. Try it today to find hidden connections in your data and improve your AI infrastructure.",
      "from": "2025-01-13T19:52:12.000Z",
      "to": "2025-01-13T19:52:12.000Z",
      "captures": 1,
      "evidence": "https://web.archive.org/web/20250113195212/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "seen": {
        "on": "2025-01-13T19:52:12.000Z"
      },
      "current": false
    },
    {
      "quote_observed_at": "2026-01-03T05:34:43.000Z",
      "variants": [
        {
          "headline": "AI agents need reliable memory, not RAG",
          "subhead": "Cognee is an open source AI memory engine. Try it today to find hidden connections in your data and improve your AI infrastructure.",
          "observed_at": "2025-07-08T20:03:33.000Z",
          "evidence": "https://web.archive.org/web/20250708200333/https://www.cognee.ai/",
          "evidence_kind": "internet_archive"
        },
        {
          "headline": "AI agents need knowledge engineering, not just RAG",
          "subhead": "Cognee is an open source AI memory engine. Try it today to find hidden connections in your data and improve your AI infrastructure.",
          "observed_at": "2026-01-03T05:34:43.000Z",
          "evidence": "https://web.archive.org/web/20260103053443/https://www.cognee.ai/",
          "evidence_kind": "internet_archive"
        }
      ],
      "headline": "AI agents need knowledge engineering, not just RAG",
      "subhead": "Cognee is an open source AI memory engine. Try it today to find hidden connections in your data and improve your AI infrastructure.",
      "from": "2025-07-08T20:03:33.000Z",
      "to": "2026-01-03T05:34:43.000Z",
      "captures": 2,
      "evidence": "https://web.archive.org/web/20260103053443/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "seen": {
        "between": {
          "from": "2025-07-08T20:03:33.000Z",
          "to": "2026-01-03T05:34:43.000Z"
        }
      },
      "current": false
    },
    {
      "quote_observed_at": "2026-11-05T12:50:12.131Z",
      "variants": [
        {
          "headline": "Open Source Memory Platform for Agents",
          "subhead": "Cognee is the open-source agent memory platform for LLM agents. Build persistent memory across sessions with graph, vector, and relational retrieval that runs self-hosted, in Docker, on-prem, or on Co",
          "observed_at": "2026-07-09T23:09:43.000Z",
          "evidence": "https://web.archive.org/web/20260709230943/https://www.cognee.ai/",
          "evidence_kind": "internet_archive"
        },
        {
          "headline": "Memory for Agents, Teams, and People",
          "subhead": "Cognee is the open-source agent memory platform for LLM agents. Build persistent memory across sessions with graph, vector, and relational retrieval that runs self-hosted, in Docker, on-prem, or on Co",
          "observed_at": "2026-11-05T12:50:12.131Z",
          "evidence": "https://www.cognee.ai/",
          "evidence_kind": "live_capture"
        }
      ],
      "headline": "Memory for Agents, Teams, and People",
      "subhead": "Cognee is the open-source agent memory platform for LLM agents. Build persistent memory across sessions with graph, vector, and relational retrieval that runs self-hosted, in Docker, on-prem, or on Co",
      "from": "2026-07-09T23:09:43.000Z",
      "to": "2026-11-05T12:50:12.131Z",
      "captures": 2,
      "evidence": "https://www.cognee.ai/",
      "evidence_kind": "live_capture",
      "seen": {
        "between": {
          "from": "2026-07-09T23:09:43.000Z",
          "to": "2026-11-05T12:50:12.131Z"
        }
      },
      "current": true
    }
  ],
  "changes": [
    {
      "n": 1,
      "id": "page-092e36ed300cac8ba12624e30a01d2c7f200a7c9a6e60092865f79e0c13c407f:8b7e7149a651fd2dfbb813d3af974d02261adf383fefb000f9b325e2836a6fa2:headline:869414b191a16b09",
      "before_evidence": "https://web.archive.org/web/20240324014131/https://www.cognee.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "headline",
      "label": "Headline",
      "summary": "Changed its homepage headline from “We help you tailor your AI memory” to “Deterministic LLM outputs running in production”.",
      "between": {
        "from": "2024-03-24T01:41:31.000Z",
        "to": "2024-07-18T23:16:32.000Z"
      },
      "evidence": "https://web.archive.org/web/20240718231632/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "basis": "page_facts",
      "topic": null
    },
    {
      "n": 2,
      "id": "page-8b7e7149a651fd2dfbb813d3af974d02261adf383fefb000f9b325e2836a6fa2:35156ee78b624ffa0ec54ba10e67e395b38b1e0c38693834431c78e58b53d633:headline:4ebf6b7ff3ab0f7a",
      "before_evidence": "https://web.archive.org/web/20240718231632/https://www.cognee.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "headline",
      "label": "Headline",
      "summary": "Changed its homepage headline from “Deterministic LLM outputs running in production” to “Improve the accuracy of your AI apps and Agents”.",
      "between": {
        "from": "2024-07-18T23:16:32.000Z",
        "to": "2025-01-13T19:52:12.000Z"
      },
      "evidence": "https://web.archive.org/web/20250113195212/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "basis": "page_facts",
      "topic": null
    },
    {
      "n": 3,
      "id": "page-8b7e7149a651fd2dfbb813d3af974d02261adf383fefb000f9b325e2836a6fa2:35156ee78b624ffa0ec54ba10e67e395b38b1e0c38693834431c78e58b53d633:gtm:74f755ba679ab708",
      "before_evidence": "https://web.archive.org/web/20240718231632/https://www.cognee.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "gtm",
      "label": "Go-to-market",
      "summary": "Added a free sign-up or free trial.",
      "between": {
        "from": "2024-07-18T23:16:32.000Z",
        "to": "2025-01-13T19:52:12.000Z"
      },
      "evidence": "https://web.archive.org/web/20250113195212/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "basis": "page_facts",
      "topic": "https://startuphistory.org/t/added-free-trial"
    },
    {
      "n": 4,
      "id": "page-35156ee78b624ffa0ec54ba10e67e395b38b1e0c38693834431c78e58b53d633:ff9bc090b350f0604688ed00debae95e71c1f0a845eb20f2d9a5958e2dc63181:headline:b6d3739f095fc9ef",
      "before_evidence": "https://web.archive.org/web/20250113195212/https://www.cognee.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "headline",
      "label": "Headline",
      "summary": "Changed its homepage headline from “Improve the accuracy of your AI apps and Agents” to “AI agents need reliable memory, not RAG”.",
      "between": {
        "from": "2025-01-13T19:52:12.000Z",
        "to": "2025-07-08T20:03:33.000Z"
      },
      "evidence": "https://web.archive.org/web/20250708200333/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "basis": "page_facts",
      "topic": null
    },
    {
      "n": 5,
      "id": "page-35156ee78b624ffa0ec54ba10e67e395b38b1e0c38693834431c78e58b53d633:ff9bc090b350f0604688ed00debae95e71c1f0a845eb20f2d9a5958e2dc63181:investors:67cb381e848d0c81",
      "before_evidence": "https://web.archive.org/web/20250113195212/https://www.cognee.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "investors",
      "label": "Investors",
      "summary": "Now shows investor logos: 42 Cap VC, Angel Invest VC, Combination VC and topoteretes%2Fcognee | Trendshift.",
      "between": {
        "from": "2025-01-13T19:52:12.000Z",
        "to": "2025-07-08T20:03:33.000Z"
      },
      "evidence": "https://web.archive.org/web/20250708200333/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "basis": "page_facts",
      "topic": "https://startuphistory.org/t/added-investor-logos"
    },
    {
      "n": 6,
      "id": "page-ff9bc090b350f0604688ed00debae95e71c1f0a845eb20f2d9a5958e2dc63181:50fc58088946d1a8275ac26368bdc7bc85a97604094bbd7d01d97ede1a9bc468:pricing:ef162f2c55d8c41b",
      "before_evidence": "https://web.archive.org/web/20250708200333/https://www.cognee.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "pricing",
      "label": "Pricing",
      "summary": "Added a pricing page.",
      "between": {
        "from": "2025-07-08T20:03:33.000Z",
        "to": "2026-01-03T05:34:43.000Z"
      },
      "evidence": "https://web.archive.org/web/20260103053443/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "basis": "page_facts",
      "topic": "https://startuphistory.org/t/added-pricing-page"
    },
    {
      "n": 7,
      "id": "page-50fc58088946d1a8275ac26368bdc7bc85a97604094bbd7d01d97ede1a9bc468:2ba601d45973e502daf23443ed9ccce18649ced2f7188d757f6b1dd251b50a3e:customers_added:68b15a8b0a0febba",
      "before_evidence": "https://web.archive.org/web/20260103053443/https://www.cognee.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "customers_added",
      "label": "New customers",
      "summary": "Added customer logos to its homepage: Apple, AWS, Cloudflare, Adobe, Samsung, GitHub, PayPal, Microsoft and 12 more.",
      "between": {
        "from": "2026-01-03T05:34:43.000Z",
        "to": "2026-07-09T23:09:43.000Z"
      },
      "evidence": "https://web.archive.org/web/20260709230943/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "basis": "page_facts",
      "topic": "https://startuphistory.org/t/added-customer-logos"
    },
    {
      "n": 8,
      "id": "classifier-50fc58088946d1a8275ac26368bdc7bc85a97604094bbd7d01d97ede1a9bc468:2ba601d45973e502daf23443ed9ccce18649ced2f7188d757f6b1dd251b50a3e:repositioning",
      "before_evidence": "https://web.archive.org/web/20260103053443/https://www.cognee.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "repositioning",
      "label": "Messaging",
      "summary": "Changed its homepage headline from “AI agents need knowledge engineering, not just RAG” to “Open Source Memory Platform for Agents”.",
      "between": {
        "from": "2026-01-03T05:34:43.000Z",
        "to": "2026-07-09T23:09:43.000Z"
      },
      "evidence": "https://web.archive.org/web/20260709230943/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "basis": "classifier",
      "topic": "https://startuphistory.org/t/repositioned"
    },
    {
      "n": 9,
      "id": "page-50fc58088946d1a8275ac26368bdc7bc85a97604094bbd7d01d97ede1a9bc468:2ba601d45973e502daf23443ed9ccce18649ced2f7188d757f6b1dd251b50a3e:hiring:20dd4c09cc4ab0aa",
      "before_evidence": "https://web.archive.org/web/20260103053443/https://www.cognee.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "hiring",
      "label": "Hiring",
      "summary": "Added a careers page.",
      "between": {
        "from": "2026-01-03T05:34:43.000Z",
        "to": "2026-07-09T23:09:43.000Z"
      },
      "evidence": "https://web.archive.org/web/20260709230943/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "basis": "page_facts",
      "topic": "https://startuphistory.org/t/added-careers-page"
    },
    {
      "n": 10,
      "id": "page-50fc58088946d1a8275ac26368bdc7bc85a97604094bbd7d01d97ede1a9bc468:2ba601d45973e502daf23443ed9ccce18649ced2f7188d757f6b1dd251b50a3e:investors:711e45d92d805729",
      "before_evidence": "https://web.archive.org/web/20260103053443/https://www.cognee.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "investors",
      "label": "Investors",
      "summary": "Now shows investor logos: Pebblebed, Vermillion Cliffs Ventures, 42 Cap, Combination VC and Angel Invest.",
      "between": {
        "from": "2026-01-03T05:34:43.000Z",
        "to": "2026-07-09T23:09:43.000Z"
      },
      "evidence": "https://web.archive.org/web/20260709230943/https://www.cognee.ai/",
      "evidence_kind": "internet_archive",
      "basis": "page_facts",
      "topic": "https://startuphistory.org/t/added-investor-logos"
    },
    {
      "n": 11,
      "id": "page-2ba601d45973e502daf23443ed9ccce18649ced2f7188d757f6b1dd251b50a3e:112368e9d02ac13bfbcc19b04c506476ad0f831ab4828463dac89fa718f12e64:gtm:38f0fe27a40f24c1",
      "before_evidence": "https://web.archive.org/web/20260709230943/https://www.cognee.ai/",
      "before_evidence_kind": "internet_archive",
      "kind": "gtm",
      "label": "Go-to-market",
      "summary": "Dropped its free sign-up; visitors are now asked to book a demo.",
      "between": {
        "from": "2026-07-09T23:09:43.000Z",
        "to": "2026-11-05T12:50:12.131Z"
      },
      "evidence": "https://www.cognee.ai/",
      "evidence_kind": "live_capture",
      "basis": "page_facts",
      "topic": "https://startuphistory.org/t/switched-to-sales-led"
    }
  ],
  "update": {
    "headline": "Cognee positions as open source memory platform for agents",
    "summary": "Cognee appears to focus on an open source memory platform for agents, now shows additional investor and customer logos, and has moved from free sign-up to demo-based access. It has also added a pricing and careers page.",
    "points": [
      {
        "text": "Between January 2026 and July 2026, a classifier read Cognee’s homepage headline change to “Open Source Memory Platform for Agents” as a repositioning toward an open source memory platform for agents.",
        "kind": "fact",
        "changes": [
          8
        ]
      },
      {
        "text": "Between January 2026 and July 2026, Cognee added customer logos to its homepage, including Apple, AWS, Cloudflare, Adobe, Samsung, GitHub, PayPal, Microsoft and 12 more.",
        "kind": "fact",
        "changes": [
          7
        ]
      },
      {
        "text": "Between January 2026 and July 2026, Cognee updated its displayed investor logos to Pebblebed, Vermillion Cliffs Ventures, 42 Cap, Combination VC and Angel Invest, and added a careers page.",
        "kind": "fact",
        "changes": [
          9,
          10
        ]
      },
      {
        "text": "Between July 2026 and November 2026, Cognee dropped its free sign-up or free trial in favor of asking visitors to book a demo, which may suggest a move toward a more sales-led or higher-touch go-to-market motion.",
        "kind": "interpretation",
        "changes": [
          3,
          11
        ]
      }
    ],
    "written_at": "2026-11-07T15:45:28.810Z",
    "basis": "ai_analysis",
    "model": "gpt-5.1-2025-11-13"
  },
  "method": {
    "version": "messaging-v1",
    "description": "https://startuphistory.org/method"
  },
  "license": "CC-BY-4.0",
  "cite": "StartupHistory, “Cognee” company record, https://startuphistory.org/c/cognee.ai"
}