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

> **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...

**Status:** open
**Canonical URL:** https://ai.market/requests/title-request-for-real-us-chatgpt-conversation-data-mortgages-and-or-2d6238ad
**Categories:** Casino and mortgages
**Preferred formats:** parquet
**Budget:** USD 10,000.00 - 20,000.00
**Urgency:** urgent
**Published:** 2026-11-03 | **Updated:** 2026-11-03 | **Expires:** 2026-12-03

## 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.

## Public Requirements
- Provenance: Not specified
- Regulatory: None

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