**Title: Request for Real US ChatGPT Conversation Data – Mortgages and/or...

Request

**Title: Request for Real US ChatGPT Conversation Data – Mortgages and/or iGaming** WLDM is looking to acquire licensed datasets containing real, historical AI chatbot conversations from US-based users, specifically covering two categories: 1. **Mortgages:** Mortgage rates, lenders, refinancing, home loans, mortgage comparisons, and related financial questions. 2. **iGaming / Online Casinos:** Casino recommendations, platform comparisons, bonuses, licensing, gambling regulations by US state, and related questions. **Providers may offer datasets for either category individually or both categories together.** We are open to purchasing one category or a combined dataset, depending on availability, quality, and pricing. ### Data requirements - Genuine user conversations, preferably from OpenAI's official ChatGPT platform. - US-based users and English-language conversations. - Full multi-turn conversations, including original user prompts, AI responses, and follow-up messages. - Original historical responses, not regenerated answers or synthetic conversations. - Conversation timestamps, session IDs, AI platform and model identifiers. - Citations, source URLs, and background web searches where available. - Clear provenance, lawful collection practices, and documented user consent. ### Volume and delivery We are initially interested in several thousand conversations, with the possibility of larger volumes or ongoing deliveries. Preferred formats: CSV, JSONL, or Parquet, with secure file delivery or S3 transfer where available. ### Licensing requirements The licence should permit commercial research, publication of aggregated findings and appropriately anonymized excerpts, conference presentations, client deliverables, and retention of derived research results. ### Information requested from providers Please include: - Which categories you can supply: mortgages, iGaming, or both. - Number of qualifying US conversations available per category. - Original AI platform and exact model used, particularly whether conversations originated directly from ChatGPT or third-party applications using GPT models. - Collection date ranges and available metadata. - A representative sample and data dictionary. - Pricing for one-time purchases and ongoing access, including any minimum order requirements. - Applicable licensing terms and restrictions. We welcome proposals from direct data providers, authorized resellers, and data brokers capable of sourcing these datasets.