Product Schema and AI Discoverability

Why schema matters

Structured data translates your product pages into a format machines can trust. Without it, an AI engine has to guess at price, availability and attributes.

The essential types

• **Product** — name, brand, description, image, SKU
• **Offer** — price, currency, availability
• **AggregateRating** — rating value and review count (only when genuinely present)
• **Organization** — your brand as an entity
• **BreadcrumbList** — catalog hierarchy

Implementation tips for Shopify

Many themes ship partial schema. Validate every template, fill gaps, and never mark up data that isn't visible on the page.

Validate and monitor

Use structured-data validators and re-check after theme updates.