E-commerce Product Images · Bulk catalog

Standardize backgrounds and dimensions across a product catalog

Unify backgrounds and dimensions across a product catalog. Each run creates only the currently selected image. Generate other images in the series separately.

No prompt needed—provide the requested task materials.

How it works
Before · 1 reference image
Standardize backgrounds and dimensions across a product catalog — this style benchmark or current product image
After · Generated result
Standardize backgrounds and dimensions across a product catalog — generated result

What this workflow creates

Unify backgrounds and dimensions across a product catalog. Each run creates only the currently selected image. Generate other images in the series separately.

Who it’s for
Medium and large merchants
What it does
Batch cutout, background change, cropping and enhancement
Where to use it
New releases and channel synchronization

Each run creates only the currently selected image. Generate other images in the series separately.

What you need

Whole batch of product picturesRequired · 1 batch
Provide pending directory
This style benchmark or current product imageRequired · 1 image
This round only confirms the benchmark or processes one of them

Provide every required input. Add optional inputs only when useful, and mark conditional inputs as applicable only when they apply to this request.

How to use this workflow

  1. Open the generation form

    Select “Use this workflow” to see the required inputs. You’ll need to sign in before generating.

  2. Add the required inputs

    Prepare: 1 batch of product images + 1 style reference or current product image. Complete every required field, add optional inputs only when useful, and mark each conditional input as applicable or not applicable.

  3. Review text and output settings

    Choose the aspect ratio, resolution, and quality that fit this use case. The generation form shows the available options.

  4. Generate and review

    Select “Generate image,” then review the result and open the full-size image. Check it against the detailed requirements below. Each run creates only the currently selected image. Generate other images in the series separately.

Do I need to write a prompt?

No prompt needed—provide the requested task materials.

“Whole batch of product pictures” can be entered as exact text or data, or supplied as images. The checklist below shows which fields are required. You do not need to write generation instructions. Use the form fields to provide the images, exact copy, data, or description requested by this workflow.

Detailed result requirements

Required inputs

1 batch of product images + 1 style reference or current product image

Input quality

No universal public standard is available. Check the requirements of the platform or service you will use.

Composition

Fit will center the image and keep it completely; Fill will crop the outer edge of the canvas; AI image expansion will generate new canvas content.;Amazon attached images can show scenes, angles, and features; Etsy first images should accurately represent the actual product.

Output aspect ratio

Set the output canvas from the selected platform placement or production template, not from a reference image. Choose the option that matches this request: unified product catalog working canvas — 1:1 (recommended). Use a different ratio only when a verified placement or production template requires it. If the platform does not require a fixed aspect ratio, use 1:1 as the recommended working canvas for unified product catalog. Compose the subject with appropriate breathing room. Create one aspect-ratio-specific deliverable per request; generate each additional placement as a separate output. Recompose for the selected ratio while preserving the complete subject, all text, and every required safe area. Never stretch the subject or treat cropping important content as adaptation.

What stays unchanged

No universal public standard is available. Check the requirements of the platform or service you will use.

What can change

AI image expansion, Fill, and Fit are optional.

Background and setting

No universal public standard is available. Check the requirements of the platform or service you will use.

Lighting and color

No universal public standard is available. Check the requirements of the platform or service you will use.

Text requirements

Parameters and selling points should be shown in attached pictures instead of Amazon MAIN pictures.

Platform size guidelines

Etsy recommends high resolution and using sRGB; Google recommends 1500×1500 or above.

Output format

No universal public standard is available. Check the requirements of the platform or service you will use.

What to avoid

The white edges of the source image may be mistaken for content by AI; applying the template will overwrite the previous size settings.; Etsy requires that you not hide defects or create expectations that are inconsistent with the actual product, and usually keep at least one unedited real photo.

Official and platform requirements

No universal public standard is available. Check the requirements of the platform or service you will use.

FAQ

What can I create with this workflow?

Unify backgrounds and dimensions across a product catalog. Each run creates only the currently selected image. Generate other images in the series separately.

Do I need to write a prompt?

“Whole batch of product pictures” can be entered as exact text or data, or supplied as images. The checklist below shows which fields are required. You do not need to write generation instructions. Use the form fields to provide the images, exact copy, data, or description requested by this workflow.

What do I need to upload?

“This style benchmark or current product image”: 1 image; required. JPG, PNG, and WebP are supported, up to 10 MB per image. Export the required pages from PDFs, design files, or spreadsheets as images; exact text can be entered directly.

What does one generation produce?

Each run creates only the currently selected image. Generate other images in the series separately.

Common search terms

batch product photo editingcatalog image batch

Public evidence and sources

Four directly relevant public sources have been found, and five types of specific constraints have been extracted. The following content only restates information that appears clearly from the source; no filling in of blank fields will be made.

Generate an image

Standardize backgrounds and dimensions across a product catalog

1 batch of product images + 1 style reference or current product image