
How We Analyzed 50,000 AI Shopping Citations to Reveal Why Brands Get Recommended (And Why Most Don't)
Hexagon analyzed 50,000 AI shopping citations across ChatGPT, Claude, and Perplexity to uncover the six signals that determine which brands AI engines recommend—and which brands remain invisible. The findings will reshape how DTC brands think about discovery, authority, and growth.









