{"slug":"ai-product","title":"AI Product Company","summary":"License real usage data from an AI app, agent or developer tool.","category":"software","company_size":"5–200 employees","location":"Anywhere","deal_min_cents":2000000,"deal_max_cents":48000000,"referral_base_cents":4500000,"boosters":[{"id":"0446989b-5633-4099-9ef6-2040d6169b51","kind":"fast_signing","amount_cents":1000000,"recipients":"referrer_and_company","window_days":1,"ends_on":null}],"published_at":"2026-10-17T18:28:32.084200Z","referred_count":81,"status":"live","description":"We're looking for companies whose product people use through a language model: coding agents, AI chat and search apps, model routers and vertical assistants. We want complete sessions from real users, with every step the model took, where the company's terms allow sharing de-identified data.","history":"6+ months in production","industries":"AI coding agents and IDE plugins, LLM routers and gateways, AI chat and search apps, AI assistants for health, fitness and work","tools":["Claude Code","Codex","OpenHands","Cline","OpenRouter","Langfuse","LangSmith"],"requirements":["A product in production for 6+ months with real users","Complete session logs: prompts, responses and every tool call","User terms that allow licensing de-identified usage data, or a way to get consent"],"nice_to_have":["Coding sessions saved with the original repository or environment","Sessions that use planning, to-do and clarifying-question steps","Sessions that search the web beyond documentation","User ratings or preference votes","Sessions run on open-weight models"],"included":["Full multi-turn sessions with tool calls","Model responses and user feedback","Linked repositories or environments, where available"],"not_a_fit":["Synthetic or scripted traffic","Logs that can't be stripped of personal information","Truncated or partial traces"],"scoping_questions":["How many real users and sessions do you have each month?","Do your terms allow sharing de-identified logs for training?","Do your logs capture every tool call and the environment state?","Which models power your product?"],"ideal_referrers":"AI founders, devtool investors, accelerator partners and open-source maintainers.","deal_note":"Depends on session volume and completeness","intake_form":"general"}