How to Structure Product Schemas for Agentic Shopping Discovery

Buying bots parse JSON-LD schemas to evaluate product specifications. Learn how to structure Product and Offer schemas to guarantee bot readability.

An AI agent does not look at your CSS styles or product banners. It reads the underlying structured schema data embedded in your HTML. If your site lacks clean **Schema.org JSON-LD**, you are invisible to agentic search.

Every product page should declare a Product entity containing nested Offer records, detailing price, currency, shipping estimates, and return policies.

Example Product JSON-LD Schema

{
  "@context": "https://schema.org/",
  "@type": "Product",
  "name": "AI Agency Operating System",
  "sku": "ACD-OS-01",
  "offers": {
    "@type": "Offer",
    "price": "97.00",
    "priceCurrency": "USD",
    "availability": "https://schema.org/InStock"
  }
}

For advanced schema testing and verification guidelines, check our AI Commerce guide.