{
 "name": "Who takes chat transcripts for AI training",
 "title": "Who takes chat transcripts for AI training",
 "kind": "terms-board",
 "url": "https://sellchattranscriptstoai.com/datasets/chat-transcript-buyers/",
 "csv": "https://sellchattranscriptstoai.com/datasets/chat-transcript-buyers.csv",
 "markdown": "https://sellchattranscriptstoai.com/datasets/chat-transcript-buyers/index.md",
 "computed_at": "2026-10-28",
 "license": "https://sellchattranscriptstoai.com/terms",
 "headline": "5 of 12 organisations we read pay the owning business for a licence to its data, read 28 October 2026.",
 "quotes": [
  "5 of 12 organisations we read pay the owning business for a licence to its data, read 28 October 2026.",
  "The way it buys, by organisation: pays the owning business for a licence 5 of 12, builds and sells a conversation corpus of its own 4 of 12, lists owners' data for buyers to purchase 3 of 12 (12 organisations, read 28 October 2026).",
  "Does it ask for chat logs, by organisation: asks for chats, dialogues or support conversations 8 of 12, asks for company records, chat logs not named 3 of 12, asks for text of any kind 1 of 12 (12 organisations, read 28 October 2026).",
  "What it wants, in a sentence of its own, by organisation: stated 7 of 12, not stated 5 of 12 (12 organisations, read 28 October 2026).",
  "A seller's first step, by organisation: stated 8 of 12, not stated 4 of 12 (12 organisations, read 28 October 2026).",
  "Who keeps the rights, quoted, by organisation: stated 7 of 12, not stated 5 of 12 (12 organisations, read 28 October 2026)."
 ],
 "citation": "\"Who takes chat transcripts for AI training\", updated 2026-10-28, https://sellchattranscriptstoai.com/datasets/chat-transcript-buyers/.",
 "national": {
  "n": 12,
  "unit": "organisations",
  "documents": 12,
  "published_sources": 12,
  "named_sources": 16
 },
 "board": {
  "type": "clauses",
  "noun": {
   "one": "organisation",
   "many": "organisations"
  },
  "document": {
   "one": "page",
   "many": "pages"
  },
  "fields": [
   {
    "id": "route",
    "label": "The way it buys",
    "counts": {
     "sells-own-collection": 4,
     "marketplace": 3,
     "licenses-from-owners": 5
    },
    "values": [
     {
      "value": "licenses-from-owners",
      "text": "pays the owning business for a licence"
     },
     {
      "value": "marketplace",
      "text": "lists owners' data for buyers to purchase"
     },
     {
      "value": "sells-own-collection",
      "text": "builds and sells a conversation corpus of its own"
     }
    ]
   },
   {
    "id": "text_data",
    "label": "Does it ask for chat logs",
    "counts": {
     "names-text-generally": 1,
     "company-data-generally": 3,
     "names-conversations": 8
    },
    "values": [
     {
      "value": "names-conversations",
      "text": "asks for chats, dialogues or support conversations"
     },
     {
      "value": "names-text-generally",
      "text": "asks for text of any kind"
     },
     {
      "value": "company-data-generally",
      "text": "asks for company records, chat logs not named"
     }
    ]
   },
   {
    "id": "asks_for",
    "label": "What it wants, in a sentence of its own",
    "counts": {
     "not-stated": 5,
     "stated": 7
    },
    "values": [
     {
      "value": "stated",
      "text": "stated"
     }
    ],
    "clause": true
   },
   {
    "id": "door",
    "label": "A seller's first step",
    "counts": {
     "not-stated": 4,
     "stated": 8
    },
    "values": [
     {
      "value": "stated",
      "text": "stated"
     }
    ],
    "clause": true
   },
   {
    "id": "ownership",
    "label": "Who keeps the rights, quoted",
    "counts": {
     "stated": 7,
     "not-stated": 5
    },
    "values": [
     {
      "value": "stated",
      "text": "stated"
     }
    ],
    "clause": true
   }
  ],
  "lead": {
   "type": "share",
   "field": "route",
   "value": "licenses-from-owners",
   "n": 5,
   "of": 12,
   "label": "Pay the owning business for a licence"
  },
  "vendors": [
   {
    "name": "Appen",
    "answers": {
     "route": {
      "value": "sells-own-collection",
      "text": "builds and sells a conversation corpus of its own",
      "documents": [
       {
        "document": "Off-the-shelf AI training datasets",
        "url": "https://www.appen.com/off-the-shelf-datasets",
        "value": "sells-own-collection",
        "quote": "Off-the-shelf (OTS) AI training datasets are pre-collected, pre-licensed datasets that teams can license and use immediately"
       }
      ]
     },
     "text_data": {
      "value": "names-text-generally",
      "text": "asks for text of any kind",
      "documents": [
       {
        "document": "Off-the-shelf AI training datasets",
        "url": "https://www.appen.com/off-the-shelf-datasets",
        "value": "names-text-generally",
        "quote": "from reinforcement learning (RL) tasks and verifiers to speech, code, and enterprise data"
       }
      ]
     },
     "asks_for": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "Off-the-shelf AI training datasets",
        "url": "https://www.appen.com/off-the-shelf-datasets",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "door": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "Off-the-shelf AI training datasets",
        "url": "https://www.appen.com/off-the-shelf-datasets",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "ownership": {
      "value": "stated",
      "text": "All are collected under documented consent and licensing terms, with provenance records…",
      "documents": [
       {
        "document": "Off-the-shelf AI training datasets",
        "url": "https://www.appen.com/off-the-shelf-datasets",
        "value": "stated",
        "quote": "All are collected under documented consent and licensing terms, with provenance records your legal and compliance teams can review."
       }
      ]
     }
    }
   },
   {
    "name": "AWS Data Exchange",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "lists owners' data for buyers to purchase",
      "documents": [
       {
        "document": "Data providers",
        "url": "https://aws.amazon.com/data-exchange/providers/",
        "value": "marketplace",
        "quote": "Make it easy to reach AWS customers with your data files, tables, and APIs on the AWS Data Exchange catalog"
       }
      ]
     },
     "text_data": {
      "value": "company-data-generally",
      "text": "asks for company records, chat logs not named",
      "documents": [
       {
        "document": "Data providers",
        "url": "https://aws.amazon.com/data-exchange/providers/",
        "value": "company-data-generally",
        "quote": "make the world's third-party data easy to find in one data catalog"
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "your data files, tables, and APIs",
      "documents": [
       {
        "document": "Data providers",
        "url": "https://aws.amazon.com/data-exchange/providers/",
        "value": "stated",
        "quote": "your data files, tables, and APIs"
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Become a data provider Make it easy to reach AWS customers",
      "documents": [
       {
        "document": "Data providers",
        "url": "https://aws.amazon.com/data-exchange/providers/",
        "value": "stated",
        "quote": "Become a data provider Make it easy to reach AWS customers"
       }
      ]
     },
     "ownership": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "Data providers",
        "url": "https://aws.amazon.com/data-exchange/providers/",
        "value": "not-stated",
        "quote": ""
       }
      ]
     }
    }
   },
   {
    "name": "Bitext",
    "answers": {
     "route": {
      "value": "sells-own-collection",
      "text": "builds and sells a conversation corpus of its own",
      "documents": [
       {
        "document": "Hybrid datasets to fine-tune LLMs",
        "url": "https://www.bitext.com/blog/data-fine-tuning-llms-hybrid-datasets",
        "value": "sells-own-collection",
        "quote": "Bitext has unveiled a dataset that’s not just vast, with nearly 27,000 rows, but also meticulously curated for customer support applications."
       }
      ]
     },
     "text_data": {
      "value": "names-conversations",
      "text": "asks for chats, dialogues or support conversations",
      "documents": [
       {
        "document": "Hybrid datasets to fine-tune LLMs",
        "url": "https://www.bitext.com/blog/data-fine-tuning-llms-hybrid-datasets",
        "value": "names-conversations",
        "quote": "meticulously curated for customer support applications"
       }
      ]
     },
     "asks_for": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "Hybrid datasets to fine-tune LLMs",
        "url": "https://www.bitext.com/blog/data-fine-tuning-llms-hybrid-datasets",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "door": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "Hybrid datasets to fine-tune LLMs",
        "url": "https://www.bitext.com/blog/data-fine-tuning-llms-hybrid-datasets",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "ownership": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "Hybrid datasets to fine-tune LLMs",
        "url": "https://www.bitext.com/blog/data-fine-tuning-llms-hybrid-datasets",
        "value": "not-stated",
        "quote": ""
       }
      ]
     }
    }
   },
   {
    "name": "Defined.ai",
    "answers": {
     "route": {
      "value": "licenses-from-owners",
      "text": "pays the owning business for a licence",
      "documents": [
       {
        "document": "partner programme page",
        "url": "https://defined.ai/partnerships",
        "value": "licenses-from-owners",
        "quote": "Defined.ai helps you turn that data into meaningful new sources of income"
       }
      ]
     },
     "text_data": {
      "value": "company-data-generally",
      "text": "asks for company records, chat logs not named",
      "documents": [
       {
        "document": "partner programme page",
        "url": "https://defined.ai/partnerships",
        "value": "company-data-generally",
        "quote": "Through your business operations (customer interactions, stock information, shipping routes etc.) you generate data"
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "We’re actively looking for partners with high-demand data types.",
      "documents": [
       {
        "document": "partner programme page",
        "url": "https://defined.ai/partnerships",
        "value": "stated",
        "quote": "We’re actively looking for partners with high-demand data types."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Our in-house experts will guide you along the way in four easy steps.",
      "documents": [
       {
        "document": "partner programme page",
        "url": "https://defined.ai/partnerships",
        "value": "stated",
        "quote": "Our in-house experts will guide you along the way in four easy steps."
       }
      ]
     },
     "ownership": {
      "value": "stated",
      "text": "Assessment of your licensing rights as well as legal, compliance and cybersecurity checks",
      "documents": [
       {
        "document": "partner programme page",
        "url": "https://defined.ai/partnerships",
        "value": "stated",
        "quote": "Assessment of your licensing rights as well as legal, compliance and cybersecurity checks"
       }
      ]
     }
    }
   },
   {
    "name": "Getly",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "lists owners' data for buyers to purchase",
      "documents": [
       {
        "document": "Marketplace home page",
        "url": "https://www.getly.store/",
        "value": "marketplace",
        "quote": "Templates, design assets, music, courses, AI prompts - yours to download the moment you pay. Creators keep 80–90%"
       }
      ]
     },
     "text_data": {
      "value": "names-conversations",
      "text": "asks for chats, dialogues or support conversations",
      "documents": [
       {
        "document": "Marketplace home page",
        "url": "https://www.getly.store/",
        "value": "names-conversations",
        "quote": "Synthetic B2B SaaS Support Dialogues — 484 Conversations (JSONL)"
       }
      ]
     },
     "asks_for": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "Marketplace home page",
        "url": "https://www.getly.store/",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Explore products arrow_forward Start selling",
      "documents": [
       {
        "document": "Marketplace home page",
        "url": "https://www.getly.store/",
        "value": "stated",
        "quote": "Explore products arrow_forward Start selling"
       }
      ]
     },
     "ownership": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "Marketplace home page",
        "url": "https://www.getly.store/",
        "value": "not-stated",
        "quote": ""
       }
      ]
     }
    }
   },
   {
    "name": "Grepped",
    "answers": {
     "route": {
      "value": "marketplace",
      "text": "lists owners' data for buyers to purchase",
      "documents": [
       {
        "document": "business seller page",
        "url": "https://grepped.ai/business",
        "value": "marketplace",
        "quote": "Approved listings reach AI labs. When they purchase, the money comes to you."
       }
      ]
     },
     "text_data": {
      "value": "names-conversations",
      "text": "asks for chats, dialogues or support conversations",
      "documents": [
       {
        "document": "business seller page",
        "url": "https://grepped.ai/business",
        "value": "names-conversations",
        "quote": "Chats, threads, and channels where people coordinate work, including the decisions they reach and the reasoning behind them."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "Docs, contracts, reports, slides, and PDFs: the written record of what an organization…",
      "documents": [
       {
        "document": "business seller page",
        "url": "https://grepped.ai/business",
        "value": "stated",
        "quote": "Docs, contracts, reports, slides, and PDFs: the written record of what an organization knows and how it works."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Answer a few questions about your company and see an estimated payout range in 2 minutes.",
      "documents": [
       {
        "document": "business seller page",
        "url": "https://grepped.ai/business",
        "value": "stated",
        "quote": "Answer a few questions about your company and see an estimated payout range in 2 minutes."
       }
      ]
     },
     "ownership": {
      "value": "stated",
      "text": "Your data stays under your control until a buyer purchases.",
      "documents": [
       {
        "document": "business seller page",
        "url": "https://grepped.ai/business",
        "value": "stated",
        "quote": "Your data stays under your control until a buyer purchases."
       }
      ]
     }
    }
   },
   {
    "name": "micro1",
    "answers": {
     "route": {
      "value": "licenses-from-owners",
      "text": "pays the owning business for a licence",
      "documents": [
       {
        "document": "operational data programme",
        "url": "https://www.micro1.ai/data-partnerships",
        "value": "licenses-from-owners",
        "quote": "We license data generated through your company’s everyday operations."
       }
      ]
     },
     "text_data": {
      "value": "names-conversations",
      "text": "asks for chats, dialogues or support conversations",
      "documents": [
       {
        "document": "operational data programme",
        "url": "https://www.micro1.ai/data-partnerships",
        "value": "names-conversations",
        "quote": "Support documentation, ticket workflows, QA processes, customer operations, and knowledge management"
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "We are looking for data that reflects how work is actually performed within an…",
      "documents": [
       {
        "document": "operational data programme",
        "url": "https://www.micro1.ai/data-partnerships",
        "value": "stated",
        "quote": "We are looking for data that reflects how work is actually performed within an organization."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "We identify licensable datasets across your business and tailor an offer based on the…",
      "documents": [
       {
        "document": "operational data programme",
        "url": "https://www.micro1.ai/data-partnerships",
        "value": "stated",
        "quote": "We identify licensable datasets across your business and tailor an offer based on the nature, scale, and value of your data."
       }
      ]
     },
     "ownership": {
      "value": "stated",
      "text": "Companies retain ownership of their underlying data.",
      "documents": [
       {
        "document": "operational data programme",
        "url": "https://www.micro1.ai/data-partnerships",
        "value": "stated",
        "quote": "Companies retain ownership of their underlying data."
       }
      ]
     }
    }
   },
   {
    "name": "Nexdata",
    "answers": {
     "route": {
      "value": "sells-own-collection",
      "text": "builds and sells a conversation corpus of its own",
      "documents": [
       {
        "document": "LLM training datasets",
        "url": "https://www.nexdata.ai/datasets/llm",
        "value": "sells-own-collection",
        "quote": "Nexdata provides high-quality LLM datasets for dialogue systems, instruction tuning, and multilingual AI training"
       }
      ]
     },
     "text_data": {
      "value": "names-conversations",
      "text": "asks for chats, dialogues or support conversations",
      "documents": [
       {
        "document": "LLM training datasets",
        "url": "https://www.nexdata.ai/datasets/llm",
        "value": "names-conversations",
        "quote": "Nexdata provides high-quality LLM datasets for dialogue systems"
       }
      ]
     },
     "asks_for": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "LLM training datasets",
        "url": "https://www.nexdata.ai/datasets/llm",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "door": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "LLM training datasets",
        "url": "https://www.nexdata.ai/datasets/llm",
        "value": "not-stated",
        "quote": ""
       }
      ]
     },
     "ownership": {
      "value": "not-stated",
      "text": "not stated",
      "documents": [
       {
        "document": "LLM training datasets",
        "url": "https://www.nexdata.ai/datasets/llm",
        "value": "not-stated",
        "quote": ""
       }
      ]
     }
    }
   },
   {
    "name": "Nyne",
    "answers": {
     "route": {
      "value": "licenses-from-owners",
      "text": "pays the owning business for a licence",
      "documents": [
       {
        "document": "partnership programme page",
        "url": "https://nyne.ai/data-partnerships",
        "value": "licenses-from-owners",
        "quote": "Nyne turns your de-identified operational workflows into frontier-grade training data, under your governance and on your terms."
       }
      ]
     },
     "text_data": {
      "value": "names-conversations",
      "text": "asks for chats, dialogues or support conversations",
      "documents": [
       {
        "document": "partnership programme page",
        "url": "https://nyne.ai/data-partnerships",
        "value": "names-conversations",
        "quote": "Slack · Microsoft Teams · Google Chat"
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "3+ years of real operational workflows that your teams already run on.",
      "documents": [
       {
        "document": "partnership programme page",
        "url": "https://nyne.ai/data-partnerships",
        "value": "stated",
        "quote": "3+ years of real operational workflows that your teams already run on."
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Build a detailed inventory of your tools, data sizes and history.",
      "documents": [
       {
        "document": "partnership programme page",
        "url": "https://nyne.ai/data-partnerships",
        "value": "stated",
        "quote": "Build a detailed inventory of your tools, data sizes and history."
       }
      ]
     },
     "ownership": {
      "value": "stated",
      "text": "Every package stays within the scope you approve.",
      "documents": [
       {
        "document": "partnership programme page",
        "url": "https://nyne.ai/data-partnerships",
        "value": "stated",
        "quote": "Every package stays within the scope you approve."
       }
      ]
     }
    }
   },
   {
    "name": "Protege",
    "answers": {
     "route": {
      "value": "licenses-from-owners",
      "text": "pays the owning business for a licence",
      "documents": [
       {
        "document": "Home page",
        "url": "https://www.withprotege.ai/",
        "value": "licenses-from-owners",
        "quote": "Monetize your existing data assets or content with Protege"
       }
      ]
     },
     "text_data": {
      "value": "company-data-generally",
      "text": "asks for company records, chat logs not named",
      "documents": [
       {
        "document": "Home page",
        "url": "https://www.withprotege.ai/",
        "value": "company-data-generally",
        "quote": "Protege streamlines access to private and proprietary real-world data across domains."
       }
      ]
     },
     "asks_for": {
      "value": "stated",
      "text": "The Series A extension follows rapid adoption across healthcare, media, audio, motion…",
      "documents": [
       {
        "document": "Home page",
        "url": "https://www.withprotege.ai/",
        "value": "stated",
        "quote": "The Series A extension follows rapid adoption across healthcare, media, audio, motion capture, and more"
       }
      ]
     },
     "door": {
      "value": "stated",
      "text": "Contact contact@withprotege.ai",
      "documents": [
       {
        "document": "Home page",
        "url": "https://www.withprotege.ai/",
        "value": "stated",
        "quote": "Contact contact@withprotege.ai"
       }
      ]
     },
     "ownership": {
      "value": "stated",
      "text": "while maintaining clear rights protections and provenance",
      "documents": [
       {
        "document": "Home page",
        "url": "https://www.withprotege.ai/",
        "value": "stated",
        "quote": "while maintaining clear rights protections and provenance"
       }
      ]
     }
    }
   },
   {
    "name": "Shaip",
    "answers": {
     "route": {
      "value": "sells-own-collection",
      "text": "builds and sells a conversation corpus of its own",
      "documents": [
       {
        "document": "Licensed text datasets",
        "url": "https://www.shaip.com/offerings/text-data-catalog/",
        "value": "sells-own-collection",
        "quote": "Shaip’s text data catalog gives AI teams ready-to-license text datasets for training, fine-tuning and evaluating large language models"
       }
      ]
     },
     "text_data": {
      "value": "names-conversations",
      "text": "asks for chats, dialogues or support conversations",
      "documents": [
       {
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   "retrieved_at": "2026-10-28",
   "quote": "Nexdata provides high-quality LLM datasets for dialogue systems, instruction tuning, and multilingual AI training",
   "text_sha256": "3975e8f78411bcf89d582dea9383131f9135cb9520de64ceccc7007f4c1c2b93"
  },
  {
   "subject": "Nexdata",
   "url": "https://www.nexdata.ai/datasets/llm",
   "document": "LLM training datasets",
   "question": "text_data",
   "answer": "names-conversations",
   "answer_text": "asks for chats, dialogues or support conversations",
   "status": "stated",
   "retrieved_at": "2026-10-28",
   "quote": "Nexdata provides high-quality LLM datasets for dialogue systems",
   "text_sha256": "3975e8f78411bcf89d582dea9383131f9135cb9520de64ceccc7007f4c1c2b93"
  },
  {
   "subject": "Nexdata",
   "url": "https://www.nexdata.ai/datasets/llm",
   "document": "LLM training datasets",
   "question": "asks_for",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-28",
   "quote": "Nothing on this page answers it (10,290 characters of page text, read 2026-10-28).",
   "text_sha256": "3975e8f78411bcf89d582dea9383131f9135cb9520de64ceccc7007f4c1c2b93"
  },
  {
   "subject": "Nexdata",
   "url": "https://www.nexdata.ai/datasets/llm",
   "document": "LLM training datasets",
   "question": "door",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-28",
   "quote": "Nothing on this page answers it (10,290 characters of page text, read 2026-10-28).",
   "text_sha256": "3975e8f78411bcf89d582dea9383131f9135cb9520de64ceccc7007f4c1c2b93"
  },
  {
   "subject": "Nexdata",
   "url": "https://www.nexdata.ai/datasets/llm",
   "document": "LLM training datasets",
   "question": "ownership",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-28",
   "quote": "Nothing on this page answers it (10,290 characters of page text, read 2026-10-28).",
   "text_sha256": "3975e8f78411bcf89d582dea9383131f9135cb9520de64ceccc7007f4c1c2b93"
  },
  {
   "subject": "Nyne",
   "url": "https://nyne.ai/data-partnerships",
   "document": "partnership programme page",
   "question": "route",
   "answer": "licenses-from-owners",
   "answer_text": "pays the owning business for a licence",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Nyne turns your de-identified operational workflows into frontier-grade training data, under your governance and on your terms.",
   "text_sha256": "547a1a110d297a3131c92dd36f2596697a441afa9e7cafb4c1bd8352a849aa80"
  },
  {
   "subject": "Nyne",
   "url": "https://nyne.ai/data-partnerships",
   "document": "partnership programme page",
   "question": "text_data",
   "answer": "names-conversations",
   "answer_text": "asks for chats, dialogues or support conversations",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Slack · Microsoft Teams · Google Chat",
   "text_sha256": "547a1a110d297a3131c92dd36f2596697a441afa9e7cafb4c1bd8352a849aa80"
  },
  {
   "subject": "Nyne",
   "url": "https://nyne.ai/data-partnerships",
   "document": "partnership programme page",
   "question": "asks_for",
   "answer": "stated",
   "answer_text": "3+ years of real operational workflows that your teams already run on.",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "3+ years of real operational workflows that your teams already run on.",
   "text_sha256": "547a1a110d297a3131c92dd36f2596697a441afa9e7cafb4c1bd8352a849aa80"
  },
  {
   "subject": "Nyne",
   "url": "https://nyne.ai/data-partnerships",
   "document": "partnership programme page",
   "question": "door",
   "answer": "stated",
   "answer_text": "Build a detailed inventory of your tools, data sizes and history.",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Build a detailed inventory of your tools, data sizes and history.",
   "text_sha256": "547a1a110d297a3131c92dd36f2596697a441afa9e7cafb4c1bd8352a849aa80"
  },
  {
   "subject": "Nyne",
   "url": "https://nyne.ai/data-partnerships",
   "document": "partnership programme page",
   "question": "ownership",
   "answer": "stated",
   "answer_text": "Every package stays within the scope you approve.",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Every package stays within the scope you approve.",
   "text_sha256": "547a1a110d297a3131c92dd36f2596697a441afa9e7cafb4c1bd8352a849aa80"
  },
  {
   "subject": "Protege",
   "url": "https://www.withprotege.ai/",
   "document": "Home page",
   "question": "route",
   "answer": "licenses-from-owners",
   "answer_text": "pays the owning business for a licence",
   "status": "stated",
   "retrieved_at": "2026-10-08",
   "quote": "Monetize your existing data assets or content with Protege",
   "text_sha256": "c8a2a5b19e6f17066344d66e0e157243cc2aec367c748ed3aa69c243e8ad29a3"
  },
  {
   "subject": "Protege",
   "url": "https://www.withprotege.ai/",
   "document": "Home page",
   "question": "text_data",
   "answer": "company-data-generally",
   "answer_text": "asks for company records, chat logs not named",
   "status": "stated",
   "retrieved_at": "2026-10-08",
   "quote": "Protege streamlines access to private and proprietary real-world data across domains.",
   "text_sha256": "c8a2a5b19e6f17066344d66e0e157243cc2aec367c748ed3aa69c243e8ad29a3"
  },
  {
   "subject": "Protege",
   "url": "https://www.withprotege.ai/",
   "document": "Home page",
   "question": "asks_for",
   "answer": "stated",
   "answer_text": "The Series A extension follows rapid adoption across healthcare, media, audio, motion…",
   "status": "stated",
   "retrieved_at": "2026-10-08",
   "quote": "The Series A extension follows rapid adoption across healthcare, media, audio, motion capture, and more",
   "text_sha256": "c8a2a5b19e6f17066344d66e0e157243cc2aec367c748ed3aa69c243e8ad29a3"
  },
  {
   "subject": "Protege",
   "url": "https://www.withprotege.ai/",
   "document": "Home page",
   "question": "door",
   "answer": "stated",
   "answer_text": "Contact contact@withprotege.ai",
   "status": "stated",
   "retrieved_at": "2026-10-08",
   "quote": "Contact contact@withprotege.ai",
   "text_sha256": "c8a2a5b19e6f17066344d66e0e157243cc2aec367c748ed3aa69c243e8ad29a3"
  },
  {
   "subject": "Protege",
   "url": "https://www.withprotege.ai/",
   "document": "Home page",
   "question": "ownership",
   "answer": "stated",
   "answer_text": "while maintaining clear rights protections and provenance",
   "status": "stated",
   "retrieved_at": "2026-10-08",
   "quote": "while maintaining clear rights protections and provenance",
   "text_sha256": "c8a2a5b19e6f17066344d66e0e157243cc2aec367c748ed3aa69c243e8ad29a3"
  },
  {
   "subject": "Shaip",
   "url": "https://www.shaip.com/offerings/text-data-catalog/",
   "document": "Licensed text datasets",
   "question": "route",
   "answer": "sells-own-collection",
   "answer_text": "builds and sells a conversation corpus of its own",
   "status": "stated",
   "retrieved_at": "2026-10-28",
   "quote": "Shaip’s text data catalog gives AI teams ready-to-license text datasets for training, fine-tuning and evaluating large language models",
   "text_sha256": "49301d126f00f99af1750f5bc1eb9cad051395df2fb49396f5c2761585b65860"
  },
  {
   "subject": "Shaip",
   "url": "https://www.shaip.com/offerings/text-data-catalog/",
   "document": "Licensed text datasets",
   "question": "text_data",
   "answer": "names-conversations",
   "answer_text": "asks for chats, dialogues or support conversations",
   "status": "stated",
   "retrieved_at": "2026-10-28",
   "quote": "conversational Q&A, code, news, clinical, academic and multilingual data",
   "text_sha256": "49301d126f00f99af1750f5bc1eb9cad051395df2fb49396f5c2761585b65860"
  },
  {
   "subject": "Shaip",
   "url": "https://www.shaip.com/offerings/text-data-catalog/",
   "document": "Licensed text datasets",
   "question": "asks_for",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-28",
   "quote": "Nothing on this page answers it (6,160 characters of page text, read 2026-10-28).",
   "text_sha256": "49301d126f00f99af1750f5bc1eb9cad051395df2fb49396f5c2761585b65860"
  },
  {
   "subject": "Shaip",
   "url": "https://www.shaip.com/offerings/text-data-catalog/",
   "document": "Licensed text datasets",
   "question": "door",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-28",
   "quote": "Nothing on this page answers it (6,160 characters of page text, read 2026-10-28).",
   "text_sha256": "49301d126f00f99af1750f5bc1eb9cad051395df2fb49396f5c2761585b65860"
  },
  {
   "subject": "Shaip",
   "url": "https://www.shaip.com/offerings/text-data-catalog/",
   "document": "Licensed text datasets",
   "question": "ownership",
   "answer": "not-stated",
   "answer_text": "not stated",
   "status": "not-stated",
   "retrieved_at": "2026-10-28",
   "quote": "Nothing on this page answers it (6,160 characters of page text, read 2026-10-28).",
   "text_sha256": "49301d126f00f99af1750f5bc1eb9cad051395df2fb49396f5c2761585b65860"
  },
  {
   "subject": "Troveo",
   "url": "https://www.troveo.ai/business-data",
   "document": "company data revenue page",
   "question": "route",
   "answer": "licenses-from-owners",
   "answer_text": "pays the owning business for a licence",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "AI labs and startups are actively paying six figures for company data exports.",
   "text_sha256": "c4fbcd6f4518fe5bbb2b4c13d1aa9b277f026b5c3818ec640ecd62d05ad72055"
  },
  {
   "subject": "Troveo",
   "url": "https://www.troveo.ai/business-data",
   "document": "company data revenue page",
   "question": "text_data",
   "answer": "names-conversations",
   "answer_text": "asks for chats, dialogues or support conversations",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Email threads with senders, recipients, and linked responses",
   "text_sha256": "c4fbcd6f4518fe5bbb2b4c13d1aa9b277f026b5c3818ec640ecd62d05ad72055"
  },
  {
   "subject": "Troveo",
   "url": "https://www.troveo.ai/business-data",
   "document": "company data revenue page",
   "question": "asks_for",
   "answer": "stated",
   "answer_text": "Tickets, sprints, wikis, and complete project histories",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Tickets, sprints, wikis, and complete project histories",
   "text_sha256": "c4fbcd6f4518fe5bbb2b4c13d1aa9b277f026b5c3818ec640ecd62d05ad72055"
  },
  {
   "subject": "Troveo",
   "url": "https://www.troveo.ai/business-data",
   "document": "company data revenue page",
   "question": "door",
   "answer": "stated",
   "answer_text": "Get an estimate in minutes, with a standard agreement ready when you are.",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Get an estimate in minutes, with a standard agreement ready when you are.",
   "text_sha256": "c4fbcd6f4518fe5bbb2b4c13d1aa9b277f026b5c3818ec640ecd62d05ad72055"
  },
  {
   "subject": "Troveo",
   "url": "https://www.troveo.ai/business-data",
   "document": "company data revenue page",
   "question": "ownership",
   "answer": "stated",
   "answer_text": "Thousands of companies trust Troveo to license their data, protect their rights, and pay…",
   "status": "stated",
   "retrieved_at": "2026-10-27",
   "quote": "Thousands of companies trust Troveo to license their data, protect their rights, and pay them on time.",
   "text_sha256": "c4fbcd6f4518fe5bbb2b4c13d1aa9b277f026b5c3818ec640ecd62d05ad72055"
  }
 ],
 "sources": [
  {
   "url": "https://defined.ai/partnerships",
   "label": "Defined.ai, Partnership Programs",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://defined.ai/blog/open-source-datasets-for-conversational-ai-advantages-and-limitations",
   "label": "Defined.ai, open-source datasets for conversational AI",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "a buyer-facing article on licensed versus open-source conversational datasets; Defined.ai's page for owners is recorded as source 1"
  },
  {
   "url": "https://www.micro1.ai/data-partnerships",
   "label": "micro1, Monetize your company's operational data",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://grepped.ai/business",
   "label": "Grepped for Business",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.troveo.ai/business-data",
   "label": "Troveo, Turn your company data into revenue",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://nyne.ai/data-partnerships",
   "label": "Nyne, Data partnerships",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.withprotege.ai/",
   "label": "Protege, home",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.humannative.ai/",
   "label": "Human Native, home",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "the read holds Human Native's home page shell only, with no sentence on what it takes or how"
  },
  {
   "url": "https://www.appen.com/off-the-shelf-datasets",
   "label": "Appen, off-the-shelf datasets",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://aws.amazon.com/data-exchange/providers/",
   "label": "AWS Data Exchange, data providers",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.shaip.com/offerings/text-data-catalog/",
   "label": "Shaip, licensed text datasets",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://unidata.pro/datasets/",
   "label": "Unidata, datasets",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "Unidata's dataset index, a navigation list and contact form with no sentence on conversation text"
  },
  {
   "url": "https://www.nexdata.ai/datasets/llm",
   "label": "Nexdata, LLM training datasets",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.snowflake.com/en/data-cloud/marketplace/",
   "label": "Snowflake Marketplace",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "not-terms",
   "why": "the Snowflake Marketplace page for consumers of data; it names no door for a business offering its own data"
  },
  {
   "url": "https://www.getly.store/",
   "label": "Getly, marketplace for digital products",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "read"
  },
  {
   "url": "https://www.bitext.com/blog/data-fine-tuning-llms-hybrid-datasets",
   "label": "Bitext, hybrid datasets to fine-tune LLMs",
   "license": "quoted for reporting from the publisher's data partnership, text dataset and data marketplace pages",
   "class": "primary-provider-own-site",
   "status": "read"
  }
 ],
 "methodology": "Each organisation's own data partnership, text dataset and data marketplace pages were read through estate-fetch and stored whole (sha256 on every row). For every page, five questions were answered from its own words: the way it buys, does it ask for chat logs, what it wants, in a sentence of its own, a seller's first step, who keeps the rights, quoted. Every stated answer carries the sentence it rests on, checked against the stored text; 'not stated' means the page read does not address the question. A organisation with several pages reads 'varies' where they disagree. 12 organisations, 12 pages.",
 "embed": "<figure style=\"margin:0;padding:16px;border:1px solid #d0d0d0;background:#ffffff\"><blockquote style=\"margin:0 0 8px;background:#ffffff\">5 of 12 organisations we read pay the owning business for a licence to its data, read 28 October 2026.</blockquote><figcaption style=\"background:#ffffff\"><a href=\"https://sellchattranscriptstoai.com/datasets/chat-transcript-buyers/\" style=\"background:#ffffff\">Who takes chat transcripts for AI training, sellchattranscriptstoai.com</a></figcaption></figure>"
}
