Product Visibility in AI Shopping: A Practical Guide for Sellers

A practical guide to improving product visibility across AI shopping assistants using structured data, feeds, images, and trust signals.

Overview

Product visibility in AI shopping measures how often products appear in AI-generated recommendations. AI systems discover products through structured feeds, schema markup, and cross-platform data. Key factors include GTIN identifiers, complete attributes, consistent pricing, and trust signals from verified reviews.