Structured data
In one sentence
Machine-readable metadata an agent can parse without language inference. Schema.org markup embedded as JSON-LD is the dominant form on the web.
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AI search
Structured data and schema for product UGC
Customer photos, videos and reviews only count for search and AI agents if a machine can parse them. This is the schema that turns a gallery into visibility.
AI search
Schema.org for ecommerce in the agentic era: 14 schemas every storefront should emit, ranked by AI-engine pickup
Ship six mandatory schemas first: Product, Offer, Review, AggregateRating, FAQPage, BreadcrumbList. Then four high-ROI shapes. Includes a pickup heatmap and platform checklists.
AI search
How to make your product content readable by AI shopping agents
AI agents shortlist products by reading facts and evidence, not design. To be recommended, fix three surfaces: structured data, plain-text claims, and a review/UGC corpus an agent can reach.
External reference
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