Small, stubborn, and good at getting in.

Scrappy started as a tool for ourselves. We needed to scrape a directory, find the emails, check they were real and send a first message, and every product on the market did one of those four things behind a subscription.

So we built one that does all four and charges by what you use. Describe the audience and it finds the sources. Point it at a site and it brings back contacts. It validates every address, scores each profile against your criteria, and hands the list to an outreach campaign on a warmed-up domain.

The hard part turned out to be the browser. Sites worth scraping sit behind logins, JavaScript and bot checks, so Scrappy runs real, headful Chrome on residential connections, keeps signed-in sessions as profiles, and lets you watch a session live and take it over, from a laptop or a phone, when a site asks for a human.

That browser is now a product in its own right. You can drive it over the API, hand it to your own AI agent over MCP, or let Claude operate it directly. The lead pipeline runs on the same sessions you can.

Scrappy was created by AW3 Technology, Inc., a venture studio in San Francisco that builds software companies in AI and Web3. The studio was founded in 2022 and has helped launch more than fifteen companies.

A studio builds a company differently from a lone founder: the design, engineering and operations people already exist, and they move from one product to the next. Scrappy is one of those products, built by that team and run day to day by it.