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Usually you won't replace Amazon in AI answers — you get named alongside it, and ahead on the specific questions where depth beats a listing. A practical DTC playbook.

You can't guarantee a spot in Google AI Overviews — Google can't either. What actually moves the odds for a Shopify store, and the schema advice that's now outdated.

Buyers ask AI five kinds of questions before purchasing — concerns, comparisons, use cases, price, and trust. Here's each one, and how to show up in the answers.

A practical checklist for writing ecommerce content AI answer engines can extract and cite — answer-first structure, tables, the structured data that still helps, and a before/after example.