Catalog and collection map
Tie buyer demand to real products, variants, availability, and collection relationships before proposing a page.
Managed AI search for Shopify
Foliora connects demand to real inventory, strengthens the collection and product foundation, turns merchant expertise into useful source pages, and publishes only the changes you approve.
The connected work
The durable advantage comes from connecting category architecture, product evidence, editorial authority, and controlled execution.
Tie buyer demand to real products, variants, availability, and collection relationships before proposing a page.
Clarify collection hierarchy, canonicals, redirects, and internal routes between guides, categories, and products.
Build guides from provenance, product knowledge, care, fit, materials, policies, and other first-party expertise.
Track the questions that matter to a category and identify where competitors or third-party sources own the answer.
Apply approved product, collection, page, article, metadata, redirect, and app-owned metafield updates.
Check the rendered page, response, canonical, schema, content, and links after the API write succeeds.
The boundary matters
Initial Shopify permissions deliberately exclude customer and order scopes. Write access is requested progressively only when execution is enabled, and theme or claim-heavy changes remain explicitly approval-gated.
Start with the public surface