ViralAI Studio
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Anonymized Internal Sample · Evidence First

Short-Form Structure Audit

We separate measurable video structure from assumptions, then turn the findings into an original production brief. We do not copy footage, identities, music or choreography—and we do not promise virality.

Observable evidence

17.7sduration
9:16vertical
1estimated continuous shot
30frames per second
0obvious hard cuts
-16dBmean audio level

What the file cannot prove

  • Whether the post was actually viral without platform, date and performance metrics.
  • Retention, completion rate, conversions or audience fit.
  • Rights to the person, music, character, movement or source material.
  • The meaning of captions, product claims or audience sentiment without manual review.

A fixed prompt is not a strategy. Unknown data stays marked as unknown.

Structure review

0–3s · Hook windowReview first-frame subject clarity, the first meaningful movement, on-screen text and audio entry.
3–15.7s · DevelopmentTrack gesture, composition and information changes. This sample relies on continuous performance rather than editing density.
15.7–17.7s · CloseCheck whether the final gesture creates a loop, payoff or call to action.

Original remake brief

  • Keep only the broad single-shot format and short duration.
  • Replace the character, styling, setting, music, text and exact movement sequence.
  • Create a new 0–3 second hook for the client's own product or message.
  • Write an original beat sheet and CTA for the target platform.
  • Run rights, identity, age-safety and final quality checks before publishing.

Deliverable: evidence report + manual review checklist + three original creative directions.

Starter audit · From $15

One short video up to 60 seconds, hook and pacing breakdown, rights checklist, three original angles, and one small revision. Send the reference video or link, platform metrics, target audience and goal.

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Customer-supplied material is not published or used as a public case without explicit permission.