Guides to AI shopping visibility

Eleven tools compared: what each measures, product-level features and prices.

Original data: how often AI names products, how much answers change, and what it reads.

A step-by-step manual check, with a sheet to record it in.

The definition, how it differs from SEO, and how to measure it.