
The AI Search Visibility Crisis: How Big Brands Are Winning (And Losing) in Generative Commerce
A brand with a #1 Google ranking for its primary keyword received zero AI-powered product recommendations last month. Meanwhile, a competitor with weaker traditional SEO visibility captured 34% of AI-generated mentions in the same category. This competitive intelligence briefing breaks down who's winning in generative commerce—and exactly why.










