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AI Search

ChatGPT shopping starts with schema it can actually parse.

Before ChatGPT can recommend or describe your product, it has to be able to read it — correct Product schema, a business it can identify, and files at your domain root that tell it where to look. Cassian™ checks each of those.

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What Cassian™ actually checks

Specific checks, not a vague promise.

Cassian™ flags product pages with no Product schema, or schema missing the fields ChatGPT and other AI shopping assistants read.

Checked via: missing_product_schema, incomplete_product_schema

Cassian™ checks that your homepage identifies your business with Organization or WebSite schema.

Checked via: missing_organization_schema

FAQ

Common questions about AI search

Does fixing schema guarantee ChatGPT will feature my products?
No — nobody can promise placement in an AI assistant’s answer. What correct, complete schema does is remove the structural reasons an AI engine would skip or misdescribe your product. Cassian™ checks the structural reasons; it doesn’t promise the outcome.

Explore the AI search cluster

AI search optimization for ecommerce Ecommerce schema markup Google AI Overviews for ecommerce Pricing

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