Do you replace all our product copy?+
The engagement defines which products and fields need work. We preserve unaffected content and approve representative examples before broader updates.
Can AI fill in missing product facts?+
Missing facts are flagged for confirmation. Product claims, specifications, identifiers, and certifications must come from a supported source.
Does this directly update Google's Shopping Graph?+
We improve supported product information in your store and authorized feed integration. Google determines how that information is processed and displayed in its systems.
How do you handle AI-assisted product text?+
We verify the applicable feed disclosure requirements and the integration's support before publication. Unsupported channel requirements are resolved before a batch is released.