The builder's view of the match graph.
See what users are searching for, where the demand gaps are, and which artifacts agents are picking up. The other side of / and /api/v1/resolve.
Your repos
Builder Sign In
Sign in with the email used to submit or claim your artifacts. See your match stats, demand signals, and performance data.
Public Graph Intelligence
Platform-wide stats visible to everyone. Builders get personalized data above.
Demand Gaps — What Users Can't Find
These are real searches where the match graph couldn't find a good answer. Each gap is an opportunity to build something people want.
“AI coding assistant for mobile development”
“Free alternative to Midjourney”
“MCP server for Google Calendar”
“AI agent for customer support”
“Open source LLM for code generation”
“AI workflow automation for small teams”
Graph Coverage by Type
Build something for the gaps
Submit your AI artifact and get matched to real user intent.