E-Commerce Retailer Increases Revenue 43% with AI Personalization
Key Results
The Challenge
The retailer's generic product recommendations had only 2.3% click-through rate, and cart abandonment was 78%. Customer lifetime value was stagnant, and marketing spend efficiency was declining. Competitors with better personalization were gaining market share.
The Solution
After scoring 48% on Stratafy's AI Readiness Assessment, the retailer followed our roadmap: (1) Unified customer data from 8 disparate systems, (2) Built real-time recommendation engine using collaborative filtering and deep learning, (3) Implemented dynamic pricing optimization, (4) Created AI-powered customer service chatbot, (5) Established A/B testing framework for continuous improvement.
Technologies & Approaches
The Results
Year-over-year revenue increase attributed to personalization
Improved from 1.8% to 4.1% overall conversion rate
Reduced from 78% to 51% through personalized interventions
Increased average customer lifetime value from $340 to $643
We knew we needed AI personalization, but didn't know where to start. Stratafy's assessment showed us we were only 48% ready and identified specific gaps. Their roadmap was our north star. Nine months later, we're seeing results that exceeded our wildest projections.