AI matching agent
Define the product. I’ll validate its tags against live trends and recommend the strongest celebrity fit.
Ready to match with the current brief and default scoring.
Word trends
Repeated headline hits only. A single hot word is not treated as a confirmed trend.
Product understanding
Review how 99% match interpreted the product. Edit anything that should change the recommendation.
Age range · 18–28
Ready for trend validation
Trend search
Explore current cultural context before adding a signal to the product profile.
Tag profile
Keep the signals that matter, tune their influence, and remove anything misleading.
Candidate ranking is Stale. Rankings change only after Recalculate candidates or Run Match.
⋮⋮ Drag tags between eligible lanes or adjust weight manually. Caution tags cannot be dropped into Selected.
Scoring strategy
Set component weights that total 100%. The Risk Gate stays a separate 0.12 × risk penalty and is not a sixth slider. Candidate order changes only after you apply a saved strategy.
Only celebrities in the database. Scores are Model-Based / Synthetic Demo, not third-party official scores.