Refresh product images in batches with one consistent visual direction across the set
Create clean catalog, product page, and campaign images for a group of SKUs with one clear direction.
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Catalog batches
Preview the product batch before the workflow starts.
A batch should look related across SKUs instead of feeling like separate one-off images.

Clean product-page crop for shopper review.

Same family, same light.

Material support.

Use context when it helps buyers understand scale and use.

Keep spacing consistent across every generated asset.

Review the full group.

Eyewear carousel image

Footwear campaign image

Apparel gallery image

Seasonal apparel image
Examples
Batch by product family, not random products.
Group similar products together so the generated set keeps crop, lighting, and catalog rhythm consistent.
How it works
How bulk image generation works.
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Step 1
Prepare the SKU group
Start with products that belong together.
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Step 2
Choose the batch rule
Set the crop, scene, and catalog direction.
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Step 3
Generate the set
Create images for the full group.
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Step 4
Review the batch
Check consistency before publishing.
Compare
What to control before a batch grows.
Bulk output works best when the product group and visual rules are clear first.
| Control | Rule | Check |
|---|---|---|
| Product group | Similar SKUs | Avoid random batches |
| Crop | Catalog-ready | Keep rhythm |
| Brand look | Consistent | Match the store |
| Review | Full set | Catch weak images |
Make the catalog feel consistent product after product.
Use shared direction and review the batch as a set, not as isolated images.
Keep the product recognizable
Use new scenes and crops without losing the product shape, material, or details buyers need.
- Product identity
- Material detail
- Clear review

Match the image to the channel
Create outputs for product pages, catalog, ads, email, and social without treating every slot the same.
- PDP crop
- Ad space
- Social format

Review before publishing
Choose the strongest images, check product accuracy, and keep only the visuals that belong in the set.
- Human review
- Brand fit
- Final choice

Examples
Use batch rules across other product families.
Bulk generation should adapt to each category while every product family stays visually organized for review.
FAQ
Bulk product image questions
Common workflow questions.
It means preparing a group of products, variants, or SKUs so they can share a consistent visual direction and review process.
Start with one focused category, variant family, or launch batch.
Yes. That is the main reason to use this feature instead of treating every image separately.
BrandDNA gives the batch a saved visual system so lighting, backgrounds, mood, and tone stay consistent between related products.
Review the group together for crop, color, product accuracy, consistency, and channel fit.
Yes. Agencies can use batch rules to support ecommerce clients with more repeatable catalog refreshes across many SKUs.
Use Image Upscaler first when source images are too small or soft for clean Fotogenic work.
The main image generator is best for individual product outputs. Bulk generation is about product groups and operational consistency.
Ready when your next product is
Refresh your next product batch with Fotogenic AI.
Start with one product family, one direction, and one review pass.
- Product context
- Human review
- Brand controls
- Pricing path