Research & product teams

Talk to the people who actually use your tool.

The best people to interview about your tool already starred it. WarmStars scans your repo, turns each stargazer into a named developer at a real company, and gives you a public email for many of them, so lining up people to talk to stops being the hard part of research.

2 free scans · no card · results in seconds

you get

Reach the real developers who adopted your project.

scanned fields
emailbiocompany
the participant problem

Good research starts with real users. These are yours.

Discovery lives or dies on who you talk to, and a survey panel gives you strangers with no stake in your tool. Your stargazers are the opposite: developers who already picked your project, at real companies, doing real work with it. Scan the repo and you get a named pool to draw an interview sample from, with a public email for many, so you spend your time on the conversations instead of the search.

how it pays off

Built around what research & product teams actually do next.

01

A sample with actual context

Everyone you reach out to already uses your tool, so interviews start past the setup and go straight to the decisions and friction that matter.

02

Screen before you send the invite

Company, role, and bio sit next to each contact, so you can pick a balanced sample across company size and seniority instead of talking to whoever answers first.

03

A pool you keep

Save prospects to a board, track who you have contacted and who replied, and export the rest to CSV for the next study. One scan feeds a research pipeline, not a single round.

the fields you filter on

The fields that build a balanced interview sample.

Every scanned stargazer carries the context a researcher needs to screen for a representative sample, instead of taking whoever volunteers.

emailbiocompany
  • email

    A public, reachable address where the developer left one, so inviting a user to a 30-minute call is one message, not a hunt.

  • bio

    How the developer describes their own work, so you can screen for the roles and domains your study needs.

  • company

    The account behind the person, so you can balance a sample across startups and larger teams instead of skewing to one.

one row, scanned

What a single star turns into.

One star becomes a named user at a real company, with the context to screen them in or out, and an email to send a single interview invite.

your-co/lib4.8k stars
4,820
scanned
2,050
reachable
ML
Mara Liang
Senior Data Engineer · Cobalt Health
Toronto, CA
mara@cobalt.healthVerified

Talk to the developers who already chose you.

Scan your first repo free. Two scans a month, no card.