AI Visibility for E-commerce: Product Discovery Inside AI Assistants
How constrained shopping queries pick products inside AI assistants, and why complete product attributes, feed consistency and honest buying guides decide inclusion.

How constrained shopping queries pick products inside AI assistants, and why complete product attributes, feed consistency and honest buying guides decide inclusion.

Schema does not guarantee citation, but it removes ambiguity about who you are and what you claim. Here are the types that matter and how to implement them.
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