Market & competitive teams

Scan your competitor’s stars, not just your own.

Your competitor’s stargazers are the most engaged users in your category, and the list is public. WarmStars scans any repo, including one you do not own, and turns each star into a named developer at a real company, so you can see exactly who is adopting the alternative.

2 free scans · no card · results in seconds

you get

See who is starring the competition.

scanned fields
emailcompanystarred_at
the market-visibility problem

Their stars are public. You just were not reading them.

Anyone can point WarmStars at a competing repo. The star list is open, and every star is a developer who went out of their way to bookmark a tool in your space. Scan it and the anonymous count becomes named accounts: which companies are trying the alternative, who champions it inside them, and a public email for many. That is a map of your market that no analyst report hands you.

how it pays off

Built around what market & competitive teams actually do next.

01

See which accounts chose the alternative

Company lands next to every star, so you can build a named list of the companies adopting a competitor and hand it to sales as accounts worth a conversation.

02

Read adoption over time

starred_at shows when each developer bookmarked the repo, so a burst of recent stars tells you where a competitor is gaining ground before it shows up in a revenue number.

03

Yours to work, not just to read

Save the accounts to a board, or export them to CSV or JSON. It is intelligence you can route, not a slide you screenshot.

the fields you filter on

The fields that turn a rival’s stars into a market map.

Every scanned stargazer carries the context that decides whether an account is worth a look, and when a competitor started winning it.

emailcompanystarred_at
  • email

    A public, reachable address where the developer left one, so an account you spotted becomes a person you can reach.

  • company

    The account behind the star, so a competitor’s user base becomes a named list of companies, deduped against your own.

  • starred_at

    When the developer starred the repo, so you can watch a competitor’s momentum by the shape of their recent stars.

one row, scanned

What a single star turns into.

One star on a competitor’s repo becomes a named engineer at a real account: evidence of exactly who is shopping the alternative, and worth a call.

rival/gateway21k stars
21,040
scanned
8,120
reachable
JT
Jonah Teller
Staff Backend Eng · Vireo Systems
Berlin, DE
jonah@vireo.ioVerified

Read the market your competitor made public.

Scan any repo free. Two scans a month, no card.