Sales & growth
Check product data for AI shopping assistants.
Compare a small catalog with public product pages to find conflicting prices, variants and availability.
THE RESULT TO AIM FOR
A discrepancy table with missing information and proposed corrections for approval.
What you need
Five authorized product pages and a dated catalog export with prices, currency, variants and availability. Ask a developer for structured data if needed. Good product data guarantees neither an AI recommendation nor a sale; dated stock information can change.
Getting started
- Choose five products and their variants with identifiers and approved sources.
- Compare the catalog, visible pages and machine-readable data where accessible.
- Have the catalog owner validate discrepancies before handing corrections to the team.
What you can measure during a pilot
Information quality, relevant follow-up and actually qualified enquiries.
The source · Local adaptation
Vercel · Shopify ↗The source describes the principle or workflow. This adaptation and its outcomes have not been independently tested.
Source reviewed Oct 17, 2026