
Decoded: The Hidden Algorithm Behind AI Shopping Recommendations (What 100,000 Citations Reveal About Brand Discovery in 2026)
In 18 months, AI shopping assistants have become the dominant new discovery channel in e-commerce—driving $194 billion in transactions while 86% of brands have no strategy to rank in them. This guide decodes the 12 ranking factors that actually determine AI visibility, explains the 83% gap between traditional SEO and AI recommendations, and shows exactly how to build the claim infrastructure that generative engines reward.










