2021 Holiday Trends Report

US marketers recognize the urgency for their brands to connect…

2021 Retail CMO Report

This research report gauges the perspectives, roles, and strategies of…

2020 Annual eCommerce Personalization Report

Through this industry report, you can understand the key challenges…

2020 eTail Report: Embracing the Journey to Discovery

Explore the changing landscape of Retail Search & Acquisition Learn 9 key…

Read what 451 Research has to say

Reflektion’s AI-enabled personalization platform weighs both the ‘what’ and ‘why’…