Experiment Post-Mortem Coach
An AI retrospective partner for solo founders and tiny teams that interviews them after a Lean experiment stalls, surfaces which assumption broke, and recommends the next methodology — Lean, ShapeUp, Jobs-to-be-Done, or Mom Test — with reasoning and a 30-day plan.
solo founders running Lean experiments that stall or fail to convert
- Guided voice or text interview that surfaces the hidden assumption behind a stalled experiment, not just the surface-level reason
- Methodology recommendation engine that maps stage, market, and team size to Lean, ShapeUp, JTBD, or Waterfall-lite with a plain-English rationale
- Generates a pivot-or-persevere memo with citations drawn from the founder's own answers so they can defend the call to co-founders or investors
- Experiment history tracker that surfaces patterns across attempts, e.g. four of five stalls were distribution rather than product
An 88-point, 38-comment HN thread is strong evidence of genuine fatigue with Lean orthodoxy — founders want both permission and a structured tool to switch methodologies rather than another pep talk.
Active methodology-switching discussion confirmed on Indie Hackers (Mom Test post, JTBD comparisons on luc.so, calmops.com) and Medium (Scrum→ShapeUp migration), but the specific 'stalled Lean experiment post-mortem' trigger is niche and the cited HN thread couldn't be re-verified directly.Read The Mom Test? Here is how to actually do something with it. ↗The Mom Test vs Jobs-to-be-Done: same discipline, different lenses ↗Why we move from Scrum to Shape up | Read Priotix - Medium ↗
No dedicated AI post-mortem / methodology-switching coach surfaced; the space is occupied by books (Mom Test, Shape Up), generic AI advisors, and methodology Wikipedia/Investopedia content — the 'methodology-aware retrospective LLM' niche appears open.Shape Up: Stop Running in Circles and Ship Work that Matters ↗Lean startup - Wikipedia ↗
Willingness to buy methodology content exists (books sell, Shape Up is freely distributed), but solo founders are notoriously price-sensitive for subscription tools; no evidence of proven paid AI retrospective product pricing in this specific niche.The Mom Test for Indie Hackers: Getting Honest Feedback Without the BS ↗
Lean, JTBD, Mom Test, and Shape Up have all persisted 5-15+ years; the underlying need to diagnose failed experiments is structural and not fad-driven.The Jobs to Be Done Framework & Real-World Examples ↗
Core product is a structured LLM interview + methodology knowledge base — buildable as a thin GPT wrapper with a prompt library in days, no domain data moat required.