Hi Product Hunt, I'm Tarek, co-founder of SpecStream with Nataliia. Every team runs on lists: the accounts to sell to, the tenders to bid on, the companies to back. The one you actually need is never for sale. It's spread across registries, maps, filings and thousands of company websites, and it changes every day. So people still build it by hand, forty browser tabs at a time. SpecStream does that work. Describe the list in one sentence and it reads the live web, returns every match ready to use with the page behind each row, keeps it current and sends it where your team works. Your agents get the same engine over MCP and the API. You see the price before anything runs and pay only for what it finds: 10¢, 30¢ or $1 a row. Every new account starts with $10 of work, free. A real list you can open without an account, 68 companies that filed a Form D with the SEC October 1–8, each reporting $5M or more sold: https://specstream.ai/workspace/... Tell us what you'd ask it for, and where it misses. We're here all day.

SpecStream

The live web data engine for teams and agents

The live web data engine for teams and agents