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Retail & Commerce · 4 min read

AI Personalization Now Drives 45% of Online Conversions as Retailer Revenue Gap Widens to 40%

AI-driven personalization is behind 45% of all online conversions in 2026, and retailers using AI generate 40% more revenue than those that don't — a compounding gap that is getting harder to close.

Jun 12

Retail & Commerce · 4 min read

97% of Retailers Use AI. Only 11% Can Actually Scale It.

Amperity research finds 97% of retailers deploy AI but only 11% have the data infrastructure to scale personalization—and 58% describe their customer data as fragmented or incomplete.

May 21