← Back to Knowledge BaseAI SHOPPING READINESSAI Shopping Readiness: what does it mean for ecommerce?
AI shopping is not only about attractive copy. Systems need to understand product identity, price, availability, brand, variants and commercial terms reliably.
What you should know
Strong product pages combine clear shopper-facing content with consistent machine-readable fields.
Structured data, identifiers and current commerce data reduce ambiguity.
Where ecommerce stores go wrong
Many stores show price and stock but lack brand, GTIN, variant relationships or consistent structured data.
A general SEO score therefore says little about product-data readiness.
What you can improve
Complete fields per SKU and variant, remove conflicts between visible content and markup, and make essential fields consistently available.
What Merqivio does
Merqivio checks publicly accessible product pages and machine-readable signals. No passwords are required and nothing is changed on your store. A readiness score does not guarantee inclusion or ranking in an external AI shopping platform.
OpenAI product feed specifications · Google Product structured data guidance
Merqivio checks publicly accessible product pages and machine-readable signals. No passwords are required and nothing is changed on your store. A readiness score does not guarantee inclusion or ranking in an external AI shopping platform.
