AEO for Ecommerce: Product Facts, Reviews, and Inventory Truth
How ecommerce brands earn citations in ChatGPT Shopping, Google AI Mode, and Perplexity — and how to prove it's driving revenue, not just visibility.

nqzaiBlogTag archive
How ecommerce brands earn citations in ChatGPT Shopping, Google AI Mode, and Perplexity — and how to prove it's driving revenue, not just visibility.

How to structure Product and Offer schema.org markup so AI shopping agents and Google read price, stock, and specs without guessing.
