LEAD GENERATION

Detect multiple stargazers from one company and roll them into a HubSpot account

When several people from the same company star your repo, group them as buying-signal evidence, create or update a HubSpot company record.

CategoryLead Generation
Enginesim
Difficultyadvanced
Triggerwebhook
Steps6
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerGitHub star event on repoGitHubGitHub
  • ActionResolve + enrich company domain via ExaExa
  • ActionAppend stargazer to per-company tallyPostgreSQLPostgres
  • LogicCheck multi-stargazer threshold
  • ActionUpsert account in HubSpotHubSpotHubSpot
  • OutputAlert account owner in SlackSlack

What it does

Treats clusters of stargazers from the same employer as an account-level buying signal. Rather than scoring individuals in isolation, it groups stargazers by company domain, and when a company crosses a threshold of distinct stargazers, it builds an account-level HubSpot company record and notifies the owner.

When to use it

You run account-based outreach and care more about which companies are interested than which individuals. Useful when a single team evaluating your tool shows up as several stars over days or weeks.

How it works

  1. 1A GitHub webhook captures each new star event.
  2. 2The flow resolves the stargazer's employer to a company domain and enriches it via Exa.
  3. 3The new stargazer is appended to a running per-company tally in Postgres.
  4. 4A logic gate checks whether the company has crossed the multi-stargazer threshold.
  5. 5Qualifying companies upsert as a HubSpot company with all known stargazers attached.
  6. 6The flow notifies the assigned account owner in Slack that the account is heating up.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect GitHubRepos, issues, pull requests, actions.
  2. 2
    Connect ExaNeural search across the web.
  3. 3
    Connect PostgresAny Postgres URL — query, write, migrate.
  4. 4
    Connect HubSpotCRM, deals, marketing, support.
  5. 5
    Connect SlackChannels, DMs, threads, mentions.
  6. 6
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  7. 7
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  8. 8
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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