Generate to each marketplace's spec, not one shot cropped four ways

Amazon wants pure white with the product filling most of the frame. Etsy wants lifestyle. Generate each to its actual requirement instead of cropping until it complies.

A rejected listing costs a day of selling and an afternoon of admin. Generating each image against the rule it will be judged by removes an entire category of back-and-forth.

Why this will not look generic: Each image is generated against the specific requirement of the marketplace it is destined for, so a pure-white hero is genuinely composed for that frame rather than cropped out of a lifestyle shot.

What you walk away with

A compliant hero per marketplace
Lifestyle and in-scale shots where the platform wants them
Each one at the pixel dimensions required
A set per marketplace rather than per crop

Typical run: 3 to 6 per product. Define the per-marketplace prompts once as a table and reuse it for every product; the variation is the product, not the spec.

How it works

Make the base shot - One good shot of the product itself. The marketplace variants are composed around it, not cropped from it.
Generate one per marketplace (In your code) - Keep the per-marketplace requirements in a table. The product changes between runs; the specs do not.
Cut the exact dimensions - Composition is handled above; this is just the pixel requirement each platform enforces.

Cost and time

This workflow runs at from 11 credits + about 1 minute. Your result carries automatically from each step into the next, so there is no re-uploading between tools. Reverses are billed from your reverse meter and generation steps from your AI Credits, both bundled in every pay-as-you-go credit pack.

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