TikTok Shop GMV Max Pre-Spend Screening Tool
TikTok Shop sellers and media buyers review many seller and affiliate videos, but not every creative deserves GMV Max budget. XY Video turns each shoppable video into a pre-spend decision so teams can approve, revise, or exclude weak creatives before wasting ad spend.
For brands, media buyers, agencies, and creative teams seeing unusual CTR, retention, CVR, ROI, or ROAS but unsure which part of the video to fix first.
- What the screen reviews
- Best use cases
- What you get
The common mistake in short-form ad review is calling everything bad creative. Useful review breaks the video back into signals: whether viewers stay, understand the product, find a click reason, trust the claim, and still want to buy after the click. Once the break point is clear, recutting, caption changes, angle changes, or pausing spend becomes a decision instead of a guess.
What the screen reviews
XY Video checks the first 3 seconds, product clarity, proof, pacing, product-card CTA timing, compliance risks, and whether the video gives shoppers a clear reason to click and buy.
In practice, map this point back to the video timeline: the timestamp, the frame, the viewer question, and the exact change for the next cut. That turns analysis into an action both editors and buyers can execute.
Best use cases
Use it for GMV Max pre-spend screening, affiliate video approval, review-pool decisions, team retrospectives, and editor handoff.
In practice, map this point back to the video timeline: the timestamp, the frame, the viewer question, and the exact change for the next cut. That turns analysis into an action both editors and buyers can execute.
What you get
Each video receives an ad-spend fit estimate, dimension scores, timestamped analysis, safer hooks, and ROI-focused editor fixes.
In practice, map this point back to the video timeline: the timestamp, the frame, the viewer question, and the exact change for the next cut. That turns analysis into an action both editors and buyers can execute.
Do not read one metric alone; read the metric chain
2-second and 6-second retention show whether viewers stay.
CTR shows whether viewers understand the product and click reason.
CVR, ROI, and ROAS show whether proof, price, and buying motivation hold.
Frequently asked questions
Can the estimate predict GMV?
In the MVP, the estimate is designed for GMV Max pre-spend decisions, not a guaranteed GMV prediction. Later it can be calibrated against clicks, orders, GMV, and ROAS.
Should every low-score video be rejected?
No. A low score means the creative has visible wasted-spend risks. Teams can revise it first or exclude it from GMV Max until the risk is fixed.
Apply this prediction to your own ad video
The article gives the framework, but useful improvement advice depends on the actual frames, captions, product, and campaign goal.