Guides
Practical guides on GitHub intent data, developer signal scoring, and building pipeline from open-source activity for DevTool sales teams.
Guides for turning GitHub activity into pipeline
This hub collects LeadCognition resources for teams that sell to developers and technical buyers. Each article answers a specific buyer question with definitions, examples, comparison context, and next steps for developer-led GTM.
What Is GitHub Signal Intelligence? The Definitive Guide
The category-defining resource on GitHub signal intelligence: what it is, how signals are ranked by commercial weight, examples, and tools comparison.
Developer Outreach Playbook: How to Reach Engineers Who Actually Reply
A complete playbook for signal-based developer outreach, from finding developers by GitHub behavior to first-touch templates that convert.
The Complete Guide to Developer Signal Intelligence
The definitive resource on what developer signal intelligence is, how it works, and how to build a signal-based GTM motion.
GitHub Activity as a Buying Signal: A Complete Guide
The GitHub signal types ranked by buying probability, from weak stars to stronger production deployment patterns.
From GitHub Stars to Sales Pipeline: A Step-by-Step Guide
A step-by-step process: identify signal repos, monitor stargazers, enrich profiles, score intent, outreach, and measure.
How to Identify High-Intent Developers on GitHub Before They Fill Your Form
Signal patterns, scoring thresholds, and outreach timing that actually work for DevTool GTM.
Stars vs. PRs vs. Commits: Which Signal Predicts Pipeline?
A practical weighting framework for which GitHub signals translate into pipeline and which are mostly noise.