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A simple workflow from one product photo

This guide helps ecommerce teams creating their first repeatable AI image workflow. The core principle is to separate the product photo, visual direction, approved copy and output size.

Last updated: 2026-09-01
PlanOne image, one roleDecide the purpose first
CreatePhoto + direction + sizeKeep copy separate
ReviewProduct and policyCompare before publishing

1. Decide the image role

Before editing, decide whether the image identifies the product, explains a benefit, shows use, communicates size or provides purchase information. For this workflow, separate the product photo, visual direction, approved copy and output size.

2. Create from verified inputs

Use a clear product photo. Describe the desired background, light and composition separately from any exact copy. Choose the destination ratio before generation.

3. Run a publication check

Compare shape, color, label, logo, quantity and included items with the source. Confirm claims, rights and the latest official platform requirements.

Frequently asked questions

Can AI guarantee platform approval?

No. AI assists production; the seller must verify the destination’s current rules and the accuracy of the image.

Should the visual instruction include the final copy?

Keep them separate. The visual prompt controls the photo finish, while the copy field contains exact words for the image.

What should I check first?

Check product fidelity first, then copy accuracy, readability, dimensions and platform policy.