tracefi is a demand-first startup validation engine it continuously ingests public discussions, detects real problem signals, filters noise through multi-layer qualification and exports high-confidence startup candidates instead of brainstorming ideas, tracefi surfaces build-grade opportunities backed by real demand signals, confidence scores and market estimates the goal: help founders validate before they build