When a Developer Asks "What Library Should I Use for X?" — Be the Answer.
Developers are the most AI-native buyer persona. They use ChatGPT, Copilot, and Claude daily to discover tools, libraries, and frameworks. If your developer tool isn't recommended, you're losing to whoever is.
Sound Familiar?
COPILOT_INVISIBLE
> GitHub Copilot suggests your competitor's library in code completions. Developers never even see your alternative.
STACK_OVERFLOW_DECLINE
> Your Stack Overflow answers used to drive traffic. Now developers ask ChatGPT directly. Your visibility dropped.
DOCS_NOT_CITED
> Your documentation is excellent, but LLMs don't cite it when developers ask for solutions in your domain.
How We Solve It
Engineering-led solutions tailored for developer tools.
Developer Intent Mapping
Map every question developers ask about your category and optimize your presence for each query across all major AI assistants.
Code Context Optimization
Ensure your library/tool appears in code-generation contexts — README optimization, example code structured for AI training data.
Community Signal Building
Build the kind of community signals (GitHub stars, dev blog mentions, tutorial citations) that LLMs weight heavily.
What You Get
Is This for You?
Developer tool companies (open source libraries, APIs, dev platforms) competing for developer mindshare in an AI-assisted discovery world.
Win the AI-Assisted Developer Discovery
The way developers find tools has changed forever. Make sure you're on the right side of that change.