Bluefish's inaugural report shows generative AI tools significantly influenced holiday shopping decisions, with Best Buy leading in AI search visibility across categories such as electronics and appliances. The report highlights AI as the new front door to product discovery, with personalized AI recommendations varying by demographic segments. Retailers must now manage AI visibility strategically at the audience level to compete effectively in the evolving AI-driven commerce landscape.