01Mismatch Rule Diagnostics: Automatically determines if you need to focus on distribution narrative or product reliability.
02Friction Auditing: Detects and removes 'Accidental Friction' in design and 'Deceptive Friction' in marketing promises.
03Two-Lane Scorecard: Parallel analysis of build truth (architecture/reliability) and world interface (positioning/trust).
042 GitHub stars
05Value-to-Cash Mapping: Traces the direct path from user value to revenue generation to identify monetization leaks.
06Strategic Artifact Generation: Produces markdown-based risk registers, scorecards, and actionable 90-day roadmaps.