Safe Shopify publishing

Before publish

Treat every AI output and supplier upload as draft work until a reviewer approves it. Compare the proposed image or alt text against the current Shopify source, confirm the product and variant assignment, and check the target channel before publishing.

Shopify publishing is in Beta. Other channels provide Validation and export. Check each channel’s requirements and supported export before delivery.

Studio originals and version history

Keep Studio originals and generated versions attached to the product, then check the publish history for the outcome. Restoring an asset version in Studio does not reverse a Shopify publish. Review and publish the intended version separately.

Source drift detection

Source drift happens when Shopify changes after Studio scanned or prepared work. Re-sync before large publishes, review drift warnings, and avoid overwriting a newer Shopify edit with an older Studio draft.

Variant media mapping

Variant media should be mapped deliberately. Check that swatches, colorways, size-specific images, and featured media point at the intended variant before publish so Shopify shoppers see the right image for the selected option.

AI provenance and generated-image metadata

Generated or edited assets should retain their source image, operation, model or workflow, review state, and publish target. That metadata helps teams audit how an image was made, reproduce a cleanup recipe, and keep generated content separate from untouched source photography.