# Generating catalog images you can actually ship

Featured and gallery images from a text prompt - where it works, where it doesn't, and what to check before it hits the media library.

> Source: https://storesuite.dev/blog/ai-image-generation-for-catalogs
> Published: 2026-05-21 · By Md Aminur Islam

StoreSuite can generate a featured or gallery image from a description, preview it, regenerate it, and drop the result into the media library. The preview is held in a transient until you accept it, so nothing lands in your uploads folder by accident.

That is the mechanism. The more useful question is when to use it.

## Where generated images earn their place

- **Backgrounds and scenes.** You have a clean product shot and need it on a marble counter, on linen, in a kitchen. 
- **Category and collection headers.** Nothing has to be a faithful photograph of a specific SKU.
- **Placeholders during setup.** A catalog you are still building looks broken with grey squares and fine with a plausible image.

## Where it does not

Anything that has to be a truthful depiction of the item the customer receives. A generated image of "a navy wool sweater" is not a photograph of *your* navy wool sweater, and the difference shows up as returns.

This is a consumer-protection line in most markets, not a stylistic one. If the image would reasonably be read as a photo of the product, it needs to be a photo of the product.

## Prompting notes

Describe the **shot**, not just the object: lighting, surface, angle, and framing do more work than adjectives about the product. `overhead shot, soft daylight, matte white surface, generous negative space` gets you a usable catalog image; `nice product photo` does not.

Ask for negative space if you plan to put text over the result - it is much cheaper than cropping later.

## Before you accept

Check the aspect ratio against your theme's expected image size, and give the image a real alt text once it is in the library. Generation doesn't write alt text for you, and a catalog of images with empty alt attributes is an accessibility problem that compounds quietly.