Bulk product image workflow

Build a consistent catalog by testing a small set first, then keeping every approved image linked to the right product.

Fotogenic AIUpdated

The Fotogenic Journal
Neutral home accessories arranged on a pale table
A shared palette and lighting direction can connect a catalog while individual products remain distinct.

1. Organize the source photos

Keep one folder per product or SKU. Separate color variants and include extra angles when a single photo does not show enough of the item.

Choose a clear image job before generating: clean catalog views, lifestyle scenes or campaign images. Use separate groups for products that need different scales or settings.

A simple tracking sheet

SKU | Variant | Source filename | Scene brief | Output filename | Review status | Reviewer | Destination Example: BAG-01 | Black | bag-01-front.jpg | Pale studio | bag-01-studio-v1.jpg | Needs review | [name] | Product gallery

2. Test a small, varied group

Pick representative products, including a difficult shape, a reflective material and an item with visible label text. This reveals problems before they are repeated across a larger set.

Use Fotogenic to create the images, then compare each result with its source. A successful result for one product is not a guarantee that the same scene will suit every SKU.

White knit boot on a pale background
Light products still need enough separation from the background to show the sole and outline.

3. Make the approval decision explicit

Mark each output Approved, Needs revision or Rejected. Check product identity, color, labels, geometry and the final crop. Record the reason for a revision so the next attempt has a clear target.

Review at full size and at the size customers will see. Keep the original product photo available beside the output, especially when checking subtle details.

Write down the approved direction

Background: [color and surface]. Lighting: [direction and softness]. Camera: [view and height]. Framing: [space around the product]. Shadow: [appearance]. Keep unchanged: [label, color, proportions and key details]. Exceptions: [products that need a different treatment].

4. Publish in manageable groups

Keep approved filenames tied to the SKU and variant. Replace only the intended gallery image, then check the live product page on desktop and mobile.

If you use WooCommerce, the Fotogenic plugin tutorial shows how to create and review images inside WordPress. Keep a record of the original image so a change can be reversed.

Your next product image

Start with a small set of products.

Try a shared visual direction, review the results and build your catalog from the images you approve.

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Neutral home accessories arranged on a pale table