GEO Agent

GEO Agent shows Shopify merchants which product facts are missing or hard for machine readers to parse. It audits catalog fields, records sampled buyer-intent responses, drafts product-description improvements, and generates structured storefront metadata. Merchants review every proposed description change before it is written. Results are readiness signals, not guarantees of rankings, recommendations, traffic, or sales.