What does batching do well?

Consistency. One recipe across a group produces a grid that reads as designed rather than assembled product by product.

When does it go wrong?

When products vary too much in proportion or material. A margin suiting mugs strands a floor lamp, and a cutout tuned for boxes fails on mesh.

How should I group products?

By shape and material rather than SKU order. A few minutes of grouping is what makes a bulk pass reliable.

Should I review everything?

Review the outliers — the results differing most from the rest. That is where failures concentrate and random spot checks miss them.

Does a clean run mean good results?

No. A batch reports completion rather than quality, so treat a successful run as unverified until you have actually looked.

Can I reuse the recipe later?

Yes, and you should. Reusing it for new products is what keeps a catalogue consistent as it grows.

What about transparent or furry products?

Handle those individually. They are exactly the cases where a cutout tuned for hard edges produces poor results.

Is the free generation really free?

Yes. One per day, watermarked and capped at 1024px. Signing up gives you 20 credits and clean full-resolution files with full commercial rights.

Batch Product Photos

Consistency is the reason to batch, and the reason it sometimes goes wrong.

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How it works

1. Group similar products
Batch items that share a shape and material rather than mixing categories.
2. Set one recipe
Choose background, framing and margin once and apply it to the group.
3. Review the outliers
Check the results that differ most before publishing the whole set.

Why this is worth getting right

Batching solves the problem that makes catalogues look unprofessional, which is inconsistency accumulated over time — different backgrounds, different margins, different crops, added product by product over months. Applying one recipe across a whole group fixes that in a single pass and produces a grid that reads as designed rather than assembled. The reason to be careful is that the same uniformity which helps most products actively harms a few. A batch cropped to a consistent margin flatters items of similar proportion and strands anything unusually tall or wide, so a catalogue containing both mugs and floor lamps should not be batched together. Material is the other axis: a background-removal pass tuned for hard-edged products will do well on boxes and badly on anything with hair, fur, mesh or transparency, and those items need individual attention rather than being allowed through on the assumption that a batch succeeded. That assumption is the real risk — a batch reports completion rather than quality, so the discipline that matters is reviewing the outliers, meaning the results that differ most from the rest, because those are where failures concentrate. Grouping by shape and material before batching rather than by SKU order is what makes the results reliable, and it costs a few minutes against the hours a bulk pass saves.

Tips that actually help

Group by shape and material before batching, since a recipe suiting boxes will fail on anything with hair, mesh or transparency.
Do not batch products of wildly different proportions together, because a consistent margin strands anything unusually tall or wide.
Review the outliers rather than spot-checking at random, as failures concentrate in the results that differ most.
Remember that a batch reports completion rather than quality, so treat a clean run as unverified until you look.
Set the recipe once and reuse it for future additions, which is what keeps a catalogue consistent as it grows.

Who uses this

Catalogue clean-ups: Stores that accumulated inconsistency product by product over months or years.
Bulk supplier imagery: Resellers receiving images in every conceivable style that need unifying before listing.
Marketplace onboarding: Listing a large existing catalogue on a new channel with its own image requirements.
Seasonal range launches: Many products arriving at once and needing consistent treatment quickly.

Veelgestelde vragen

What does batching do well?: Consistency. One recipe across a group produces a grid that reads as designed rather than assembled product by product.
When does it go wrong?: When products vary too much in proportion or material. A margin suiting mugs strands a floor lamp, and a cutout tuned for boxes fails on mesh.
How should I group products?: By shape and material rather than SKU order. A few minutes of grouping is what makes a bulk pass reliable.
Should I review everything?: Review the outliers — the results differing most from the rest. That is where failures concentrate and random spot checks miss them.
Does a clean run mean good results?: No. A batch reports completion rather than quality, so treat a successful run as unverified until you have actually looked.
Can I reuse the recipe later?: Yes, and you should. Reusing it for new products is what keeps a catalogue consistent as it grows.
What about transparent or furry products?: Handle those individually. They are exactly the cases where a cutout tuned for hard edges produces poor results.
Is the free generation really free?: Yes. One per day, watermarked and capped at 1024px. Signing up gives you 20 credits and clean full-resolution files with full commercial rights.

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