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AI Video Review Scorecard Template (Motion Control Approval)

Mar 28, 2026

AI Video Review Scorecard Template (Motion Control Approval)

The fastest way to kill an AI video project is reviewing drafts with feedback like “it feels off.”

If you want fewer revisions, faster approvals, and cleaner handoffs, you need a scorecard your whole team uses.

This post gives you a copy/paste AI video review scorecard template designed for motion-control workflows (start frame → motion beats → review loop). It also shows how to run it inside Zorq AI.

Internal links:

Why a scorecard beats “creative taste” in approval workflows

AI video iteration gets expensive in time (even when generation is cheap) because teams:

  • change the brief mid-review
  • disagree on what matters
  • mix “concept feedback” with “execution feedback”

A scorecard forces everyone to answer the same question:

Does this draft meet the approval criteria for this shot?

It also makes it easier to decide when to:

  • keep iterating
  • lock the shot
  • switch direction

When to use this template

Use the scorecard when you are:

  • producing ads, promos, or social videos with tight timing
  • using motion control and need predictable movement
  • coordinating between creator + reviewer + client/stakeholder
  • trying to reduce back-and-forth review cycles

The AI video review scorecard (copy/paste)

Use a 1–5 scale for each category.

  • 1 = unacceptable (must redo)
  • 3 = usable with targeted edits
  • 5 = approved (no changes needed)

A) Start frame (1–5)

What to check

  • Is the first frame on-brand and readable?
  • Are key elements framed correctly (subject, product, text-safe areas)?
  • Does anything look off before motion begins?

Pass rule

  • If Start frame < 4, do not review motion yet. Fix the start frame first.

B) Motion beats (1–5)

What to check

  • Does the camera move match the intent (push/pan/orbit/follow)?
  • Is pacing correct for the shot length?
  • Does the motion support the message instead of distracting?

C) Subject stability & framing (1–5)

What to check

  • Does the subject drift off-frame?
  • Does scale/position stay consistent?
  • Are there unwanted jitters or warping?

D) Clarity of the story (1–5)

What to check

  • Can a viewer understand the shot purpose in 1–2 seconds?
  • Is the “main thing” obvious?
  • Is the shot consistent with the creative brief?

E) Brand fit (1–5)

What to check

  • Does the shot feel like your brand (energy, polish, composition)?
  • Does it match your previous approved shots?
  • Would you be comfortable publishing this under your brand name?

F) Action items (write 1–3 max)

Force yourself to write only the highest-impact changes:

  • Change 1:
  • Change 2:
  • Change 3:

If you have more than 3 action items, the brief is probably unclear.

The approval rule (so decisions don’t drag)

Use this simple rule:

  • Approve if: Start frame ≥ 4 AND Motion beats ≥ 4 AND Subject stability ≥ 4
  • Iterate if: one category is 3 (and you can fix it with a targeted change)
  • Restart direction if: two or more categories ≤ 2

This prevents the “infinite tweak loop.”

How to run the scorecard in a motion-control workflow

Step 1: Lock a start frame

If you already have assets, pick the best still and lock it.

If you have nothing, use Zorq AI’s library—or generate a still inside the site first—then choose the start frame.

Step 2: Define the motion beat in one sentence

Examples:

  • “Slow push-in to emphasize premium detail.”
  • “Left-to-right pan to reveal the product lineup.”
  • “Orbit around subject for dynamic hero energy.”

Step 3: Generate 2–3 variants, then score

Score each variant quickly.

Do not discuss “feel” until you have numbers.

Step 4: Keep the best one, iterate only what’s failing

If Motion beats is low, adjust motion. If Start frame is low, fix the still.

Don’t rewrite the whole brief.

Common mistakes when teams adopt scorecards

Mistake 1: Scoring without agreeing on the brief

Fix: write the one-sentence motion beat + one success criterion.

Mistake 2: Letting “Brand fit” override everything

Fix: Brand fit matters, but the shot can’t be approved if framing and motion are broken.

Mistake 3: Scoring too slowly

Fix: timebox scoring to 90 seconds per variant.

FAQ

Do we need a scorecard if we’re a solo creator?

Yes—especially if you publish regularly. It helps you avoid reworking the same draft over and over.

What’s the minimum scorecard that still works?

Three scores: start frame, motion beats, subject stability. Add brand fit if you’re working with stakeholders.

How do we store decisions so we don’t repeat debates?

Save the best-scoring draft plus the final scores and the top 1–3 action items. That becomes your team’s playbook.

Conclusion

A scorecard doesn’t remove creativity—it removes pointless argument.

If you want faster approvals, use the template above for every shot, keep action items limited, and iterate only what the scorecard says is broken.

Try the workflow in Zorq AI:

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AI Video Review Scorecard Template (Motion Control Approval) | Blog