The two cases below are hypothetical demos that show how the method works. Real client cases will be published in the same format once clients consent.
Japanese consumers read every ingredient list. It was unknown how long the efficacy-led angle that worked in Korea would take to earn trust, or which evidence would be accepted first.
Action320 videos · 14 days · TikTok + Reels. Deployed in four hook families (ingredient-list read · comparison · after-use · expert quote). Reaction ranking and dynamics judgment sealed before deployment.
ObservationIn 11 videos using the “30 seconds reading the ingredient list” format, saves rose before shares, and higher. Question comments concentrated on ingredient source and concentration. Efficacy angles drew views but saves did not follow.
ResultJudged Trust · high confidence. Forecast agreement 84% (baseline 91%). The answer to “what do they trust enough to buy?” was ingredient evidence, not efficacy.
Lead with the ingredient list — concentration and source as captions in the first 3 seconds. Expected: save/like ratio stays top; expert-quote family stays bottom.
No reviews, so ads don’t convert; no conversions, so reviews don’t accumulate. There was not even a hypothesis about where the first buyers would come from.
Action318 videos · 21 days · TikTok. Three hook families (“zero reviews” confession · derm vs. drugstore comparison · ingredient demo). The sealed forecast ranked comparison first.
ObservationOn the 7 videos that used “zero reviews” as the hook, question comments arrived before likes — comparison requests like “how is this different from what my derm recommends?” The comparison family under-performed its forecast; the confession family opened exploration.
ResultJudged Exploration · medium confidence. Forecast agreement 76% — the sealed forecast was partly wrong, and that error became the round-two hypothesis.
Focus comparison messaging on the first-reviewer cohort (segments with many question commenters). Expected: comment/like ratio holds; profile visits rise.
Saves first means Trust; questions first means Exploration. View counts were not used in either judgment.
Both cases confirmed a dynamics judgment in round one and sealed a round-two hypothesis.
Brand L’s comparison forecast was wrong. That error produced the “first-reviewer cohort” hypothesis. Misses stay in the report.
One market · about 300 creatives · 14 days. Results are delivered as one page: Problem → Action → Observation → Result.