Product Catalog Image Generation Workflow

Define a consistent look for your catalog, then keep every image connected to the right product and variant.

Fotogenic AIUpdated

The Fotogenic Journal
AI background generator output showing sculptural candles on a clean studio backdrop
Clear ribbed tumbler against a light background.
Glass needs edge contrast so the complete outline stays visible.
Pale ceramic mug against a neutral background.
A three-quarter view reveals the handle and opening.
White textured planter on a wooden table.
A tabletop scene gives the planter context without a crowded backdrop.

Write the visual specification first

Choose the background tone, camera direction, product position and shadow treatment before creating the catalog. Record one approved example as a reference. “Clean and premium” leaves too much open; “front three-quarter view on pale grey, complete product visible” is easier to reproduce.

Decide whether items should occupy a similar share of the frame or preserve their relative physical scale. Either choice can be useful, but mixing them makes a collection feel inconsistent. Dimensions still belong in the product details.

Give each SKU a small image plan

  • Primary: the clearest view of the exact sellable item.
  • Detail: the material, fastening or feature a buyer needs to inspect.
  • Context: a supporting scene that explains use or placement.
  • Variant: a separate approved file for every visibly different option.

A useful filename is linen-shirt-blue-front-v1.jpg. Keep the SKU, source filename, image role, approved output and publishing destination together. Avoid names such as final-final-new.jpg that hide the product identity.

Review the collection as a grid

Review the images together at storefront thumbnail size. Compare top and bottom alignment, background temperature, apparent scale and shadow weight. Then inspect each original at full size for product changes. A neat grid can conceal a faulty label or missing part.

Keep a small group of approved reference images for different shapes. A tall bottle and a low bowl may need different framing within the same visual system. Use the bulk workflow when applying the direction to multiple SKUs.

Maintain the system after launch

When a product changes, replace only the files belonging to the new version and recheck its variant mapping. Keep approved older files outside the active publishing folder so they cannot be uploaded by mistake. Review the actual store grid after each group is published.

Start a new catalog direction with one product in Fotogenic, then record what you accepted before expanding it.

Test the workflow

Test this workflow on one product before scaling it.

Start with your own product photo. Create a new scene, check the details and keep the result that fits your store.

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Illustrative pump bottle, serum and cream jar on lavender plinths