For Growth Teams
GitHub intent data
for developer acquisition
GitHub is the highest-intent channel in developer marketing — and it has no ad unit, no targeting UI, and no native analytics. GitLeads gives growth teams a real-time signal layer on top of GitHub, turning public activity into a structured, automated acquisition pipeline.
GitHub is your best channel. You just can't see it.
Developers do not click banner ads. They do not respond to LinkedIn spam. But they do star repos, open issues, and discuss tools openly on GitHub every day. That activity is your highest-signal acquisition channel — and it has been invisible until now.
GitHub signals map to every funnel stage
Awareness signals
Find developers discovering your category. High volume, needs further qualification — but shows your TAM in real-time.
GitHub signals
- • Stars on a broad category repo (e.g. open-source CRM)
- • Issues mentioning a problem keyword
- • First-time contributors to related projects
Consideration signals
Developers actively evaluating tools. They have identified the problem and are researching solutions — this is warm intent.
GitHub signals
- • Stars on competitor repos
- • Issues titled "alternatives to X"
- • Fork + star combination (actively testing)
Decision signals
Developers ready to commit. High-intent signals that indicate purchase readiness or active migration planning.
GitHub signals
- • Issues in competitor repos: "migration", "moving away from"
- • Keywords: "pricing", "enterprise plan", "API limits hit"
- • Multiple signals from same developer within 7 days
Expansion signals
Signals from existing customer accounts indicating growth opportunities or churn risk.
GitHub signals
- • Team members from customer company starring competitor repos
- • Customer employees exploring alternatives in issues
- • Keywords from known customer domains in discussions
Plug into your PLG or sales-led motion
PLG: Trigger free trial nudges
When GitLeads detects a developer who starred your repo and has not signed up yet, push to a Slack alert or Smartlead sequence with a free trial invite. First-touch personalization at scale.
Sales-led: Route intent signals to reps
High-intent signals (competitor migration mentions, pricing keyword hits) push to HubSpot or Salesforce immediately with the signal context. Reps contact them same day with relevant context already in hand.
Content: Build SEO from your own signal data
Aggregate your GitLeads signal data to identify trending topics in your category. Which repos are getting starred? What keywords appear in Issues? That is your content calendar.
Works with your growth stack
GitLeads is a signal source, not an outreach tool. Leads push into the tools your team already uses.
Related resources
Add GitHub intent signals to your growth stack
50 free leads per month. No credit card required. Works with your existing acquisition tools.