Last updated October 21, 2026. Originally published May 22, 2026. This edition replaces several May claims that did not hold up. The changes are listed in What changed since May. Key takeaways Who this is for: ecommerce leaders, retail marketers, product managers, and founders deciding where to spend the next two quarters. Contents How we … Continue reading Personalized Shopping Trends: 15 Shifts That Matter This Holiday Season