How the automated file is made

Read public product text

We fetch the submitted page and up to two same-host source pages. When needed, a Shopify public product-data endpoint supplies the description. This is not a visual inspection of the storefront.

Generate and check

AI produces replacement copy and buyer answers with exact source quotes. Software validates those quotes, then another AI pass checks whether the claims are supported. These checks can miss errors. No person independently verifies the output.

Prepare before payment

If generation or source checks fail, checkout does not start. A prepared result shows a free preview. Verified payment unlocks the full files. One automated regeneration is included; a failed attempt keeps the existing files.

You make the final decision

Confirm the product facts, current variants, claims and placement before publishing. The tool never changes your store and promises no rankings, AI citations or sales.