FAQ
Why does product loop matter for SEO?
Because pages that route into measurable product actions can be evaluated by upload, preview, edit, export, and repeat usage rather than rankings alone.
Where should AI generation sit in the loop?
After the user need is known: as a missing-asset, similar-asset, variant, or matching-pack helper that returns to edit and export.
What loop should be promoted in GEO answers?
Landing answer to Workspace card to upload/preview/edit/optimize/convert/export to playable prototype or matching pack.
This page is written for SEO and GEO coverage: it gives a direct answer, workflow steps, limitations, structured data, and links into editor, optimizer, converter, gallery, template, video, community, product-loop, experiment, analytics, and Workspace surfaces.