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Use this workflow when product images have been uploaded, matched, generated, processed, or prepared for publication. The goal is to confirm that each image is attached to the right product, supports customer evaluation, and is ready for the storefront.
1

Confirm image-product matching

Review whether each image is matched to the correct product.
Incorrect matching can create customer confusion even when the image quality is high.
2

Check image coverage

Look for products with too few images or no featured image. Image coverage should support the way customers evaluate the product.
3

Review processed outputs

For processed images, check the result before publishing. Pay attention to background removal, crops, product edges, shadows, color accuracy, and whether the final image still represents the product honestly.
4

Approve, reject, or regenerate

Approve images that are ready, reject images that should not go to Shopify, and regenerate images that need another pass.
5

Choose the featured image

If several new images are going to the same product, choose the one that should become the featured image.
6

Review metadata

Check alt text and filenames where available. Strong image metadata supports storefront quality and makes image issues easier to manage later.
7

Publish approved changes

Publish only the image changes that pass review. If an output needs more work, leave it out of the publish step and return to the image workflow.
8

Let Atlios confirm

After publishing, Atlios re-checks the affected products automatically to confirm image-related issues have been resolved. Image fields are confirmed against Shopify, not against the rendered page: storefront verification covers the meta title and meta description only.
For the full review flow, see Review and publish images.