Publishing checklist · Human review
How to review an AI clothing video before publishing
Watch the complete video at normal speed and frame by frame, compare it with the source images, then preview it in the real destination. Automated QA reduces risk; it does not replace the seller who knows the SKU.
Review the complete three-image generation workflow
01
Automated QA is a gate, not final approval
AI Clothes Video performs post-generation quality checks before a deliverable is released, but automated sampling cannot understand every commercial fact about your SKU. A result can pass a technical check and still contain a subtle color, trim, or product-claim problem that only the seller recognizes.
The three-image workflow reduces unsupported shots; the final human review decides whether the video is accurate enough for its actual listing or campaign.
02
Compare garment facts with every source image
Open the front, back, and detail images beside the video. Watch once at normal speed for overall coherence, then pause around motion peaks and transitions where drift is easier to miss.
- Color, silhouette, length, neckline, sleeves, waist, and hem stay consistent.
- Prints, logos, buttons, pockets, zippers, ties, and seams do not move or disappear.
- Front, back, and detail shots still look like the same SKU and version.
- No unsupported body part, garment panel, background object, or accessory appears.
- The final frame remains usable and does not end on a distorted transition.
03
Check continuity, crop, and safe areas
For multi-segment videos, inspect every join for a jump in garment scale, pose, lighting, background, or silhouette. Then review the selected canvas at the real display size.
Use the 9:16, 1:1, and 16:9 guide to check whether hems, sleeves, captions, and important details remain clear of interface overlays. A technically valid frame can still be unusable when a commerce button covers the selling point.
04
Listen to audio and verify every claim
Free trials are silent; paid generation includes audio by default. For a video with audio, listen on speakers and headphones for abrupt cuts, unexpected speech, clipping, or a mismatch with the brand context. Remove or replace audio that you cannot confidently publish.
Review every visible or spoken product statement. Do not imply an unseen material composition, performance property, fit guarantee, sustainability claim, or construction detail that the listing and source evidence cannot support.
05
Confirm rights and the destination preview
Confirm the commercial-use rights for product images, logos, music, copy, and any recognizable adult model. Then load the video into the actual product page or platform draft without publishing it yet.
- 01Preview the poster frame, first seconds, captions, controls, and autoplay behavior.
- 02Check mobile and desktop layouts where both are relevant.
- 03Confirm the video belongs to the correct SKU, color, locale, and listing.
- 04Record the approved version so an older draft is not uploaded by mistake.
- 05Keep a source-to-output audit trail for support, complaints, or takedown requests.
06
What to do when the video fails review
Do not publish and hope viewers will ignore the problem. Identify whether the failure comes from mismatched sources, a missing view, an overambitious shot, the selected ratio, audio, or the final placement.
Use the guide to diagnose garment drift, replace the conflicting source or narrow the shot, then generate and review a new version. A failed human review is useful evidence for the next controlled attempt.