Tools
Every tool shows its work: why a scent matched, where a dupe diverges, or why a gift pick is safe.
Live
15 questions about occasion, release date, and dealbreakers. 3 explained picks before you spend on another regret bottle.
Phase 2
Same opening, honest drydown. Compare dupes to the reference scent with longevity split.
Safe picks by person, occasion, and budget. Low embarrassment risk when you cannot smell for them.