Direct answer
How do I quality-check an AI-generated short-form video?
Review the finished video as a whole on a phone, then inspect six categories: promise and claims, story and timing, visual continuity, captions and safe zones, audio intelligibility, and destination metadata. Block publication on factual or identity failures; iterate creative preferences separately.
- For
- Creators, editors, agencies, and marketing approvers
- Produces
- A consistent pass, revise, or block decision before publication
Separate blockers from preferences
A review stalls when factual errors, platform risks, and subjective taste all receive the same priority. Define blocking failures before production. A fabricated claim or broken product identity blocks publication; a preference for a different transition may not.
| Decision | Meaning | Examples |
|---|---|---|
| Block | Unsafe or materially incorrect | Unsupported claim, wrong product, unreadable disclosure |
| Revise | Correctable quality issue | Caption collision, weak opening visual, audio imbalance |
| Pass | Meets the declared contract | Accurate, coherent, legible, and ready for destination checks |
Run the six-part final review
Watch once without pausing, then inspect each category.
- 1
Promise and claims
Verify spoken, written, visual, and implied claims against the approved sources.
- 2
Story and timing
Confirm the opening promise is immediate, every beat advances it, and the payoff arrives before the call to action.
- 3
Visual continuity
Check presenter identity, product appearance, environment, object state, screen direction, and intentional transitions.
- 4
Captions and mobile frame
Check transcript accuracy, timing, contrast, line breaks, and platform-safe placement on a real phone.
- 5
Audio
Check intelligibility, pronunciation, clipping, music balance, silence, and cut boundaries with and without headphones.
- 6
Publishing handoff
Confirm title, description, thumbnail, disclosure, link, tracking parameters, rights, and owner.
Review in the environments viewers use
A desktop preview hides mobile problems. Watch the final export at normal size on a phone, muted and with sound, over both speakers and headphones when audio is important. Check the first frame and thumbnail separately because they may be seen without playback.
- Nothing essential sits behind platform interface controls.
- Captions remain readable over every background and shot change.
- The opening makes sense before audio starts.
- The call to action and destination can be understood without replaying.
- The file format, aspect ratio, duration, and rights match the publication destination.
Record the decision and repair path
A useful review produces a status, evidence, owner, and next action. Name the exact timecode, failed contract, and smallest acceptable repair. Preserve approved scenes when the system supports targeted changes instead of regenerating the entire video.
After publication, append performance observations to the same record. Quality review protects publishability; audience data determines which creative hypothesis to test next.
Companion video package
The Six-Minute AI Video QA Pass
A real-time final review covering claims, story, continuity, captions, audio, and publishing metadata.
Production-ready script · 6:15
The complete chapters, narration, and generation prompt are published below so the guidance remains usable and crawlable before the final YouTube upload is attached.
Chapters
- 00:00Watch once without pausing
- 00:35Claims and story
- 01:50Visual continuity
- 03:00Captions and mobile safe zones
- 04:10Audio
- 05:10Publishing handoff
Production prompt
Create a real-time quality-review walkthrough of a generic vertical video on both desktop and phone. Pause on representative defects in claims, continuity, captions, audio, and destination metadata. Label every issue pass, revise, or block, and show the smallest repair instruction with a timecode.
Transcript
Start by watching the final video without pausing. If the promise is unclear, the middle feels disconnected, or the payoff arrives after attention is already lost, a frame-by-frame inspection will not rescue the experience.
Now verify every explicit and implied claim against the approved source. Check story timing and then visual continuity: presenter identity, product appearance, environment, object state, and screen direction. A single inconsistent generated scene can change what the viewer believes is being demonstrated.
Move to a phone. Watch muted, then with sound. Confirm transcript accuracy, caption timing, contrast, line breaks, and safe placement around platform controls. Listen for pronunciation, clipping, awkward silence, music masking, and cut boundaries through both the phone speaker and headphones when audio quality is material.
Finish with the publishing handoff: title, description, thumbnail, disclosures, destination link, tracking parameters, rights, and accountable owner. Record pass, revise, or block with a timecode and the smallest repair. Quality review protects publishability; post-publication data informs the next creative test.
Frequently asked questions
Should I review an AI video scene by scene or as a whole?
Do both. The uninterrupted watch reveals pacing and comprehension problems; the detailed pass catches claims, continuity, caption, and audio defects.
What should automatically block publication?
Material factual errors, unsupported claims, identity or product substitution, missing required disclosures, unusable audio, illegible essential text, and absent rights should block publication.
How many reviewers does a short video need?
Assign review by authority rather than headcount. One owner may approve creative quality, while regulated claims, brand rights, or client acceptance may require a separate accountable reviewer.