
The AI Search Citation Crisis: How Generative Engines Choose (and Reject) E-Commerce Brands as Trusted Sources
In 2024, AI assistants became the primary product discovery channel for millions of younger consumers—yet most e-commerce brands have no strategy for appearing in those recommendations. Here's why the citation gap is widening, and what CMOs must do now.










