# Turn product photos into a reviewable video-ad test

> Produce two short ad variants from approved product assets, with a claims checklist and a measurable landing-page test.

- Canonical: https://gptnavi.com/workflows/product-photo-to-reviewed-video-ad
- Category: Ecommerce
- Difficulty: Intermediate
- Setup time: 2-4 hours
- Estimated time saved: Measure in your pilot; no guaranteed saving
- Last materially updated: 2026-09-06
- Best for: Small ecommerce brands
- Tools: Notion, Caimera, Topview, Google Analytics, Black Forest Labs, fal.ai

## Quick answer

Start with one SKU and one audience. Keep the real product visible, compare two hooks with the same offer, and judge qualified visits rather than promising sales from AI visuals. This is an editorial recipe, not a tested performance claim.

## When to use it

- New product launch
- Creative refresh for an existing campaign

## Steps

1. **Lock product truth** — Put approved photos, dimensions, permitted claims, audience, and destination URL in one brief. Keep an unedited reference image for every generated shot. Tool: Notion. Expected output: One approved SKU brief
2. **Create controlled image variants** — For apparel, try Caimera on two approved garment images. For other products, use Black Forest Labs image editing. Reject changed labels, fit, material, or unsupported before-and-after effects. Tool: Caimera. Expected output: Two reviewed images and rejection notes
3. **Assemble two short videos** — Use Topview with the same offer and different opening hooks. Keep each version to one claim and one action. Export only after checking subtitles, audio rights, and product consistency. Tool: Topview. Expected output: Two approved video files
4. **Run a bounded experiment** — Publish with distinct UTM content values and an agreed spend cap. Compare qualified visits and conversion events over the same period. Stop variants with inaccurate claims or broken links. Tool: Google Analytics. Expected output: A variant decision with traffic and spend context

## Prompt templates

### Adaptable task prompt

Using this approved SKU brief [brief], draft two 15-second scripts for [audience]. Keep the offer identical. Return hook, shot, on-screen text, evidence for every claim, and CTA. Do not invent reviews, discounts, or product capabilities.

## Common mistakes

- Treating generated models as real customer testimonials
- Changing both audience and creative in the same small test

## Related workflows

- https://gptnavi.com/workflows/brand-mark-to-embroidery-sample