What the score reviews
XY Video checks the first 3 seconds, product clarity, proof, pacing, product-card CTA timing, and whether the video gives viewers a clear reason to buy.
TikTok Shop teams produce many creatives every day, but not every video deserves to be posted, scaled, or revised. XY Video turns shoppable videos into measurable commerce dimensions so teams can decide what deserves more effort.
Score one TikTok Shop videoXY Video checks the first 3 seconds, product clarity, proof, pacing, product-card CTA timing, and whether the video gives viewers a clear reason to buy.
Use it for pre-post QA, pre-scaling screening, team retrospectives, creator creative review, and editor handoff.
Each video receives a sales-potential score, dimension scores, timestamped diagnosis, replacement hooks, and editor-ready fixes.
In the MVP, the score is designed for pre-post and pre-scaling QA, not a guaranteed GMV prediction. Later it can be calibrated against clicks, orders, and GMV.
No. A low score means the creative has visible conversion risks. Teams can revise it first, then decide whether to post or scale.