Home/Case Studies/E-commerce Player Lifts Conversion 32% with AI Personalization
Retail

E-commerce Player Lifts Conversion 32% with AI Personalization

Deploying an Azure-based personalization engine that delivers individualized product recommendations, search results, and offers across all touchpoints.

Solution
AI Personalization
Industry
Retail, Fmcg & Consumer Goods
Company Size

Project Overview

client
Pure-Play E-commerce Retailer
industry
Retail, Fmcg & Consumer Goods
solution
AI Personalization
technologies
Azure Personalizer, Azure AI Search, Microsoft Fabric, Azure Machine Learning, Dynamics 365 Customer Insights
duration
5 Months
region
MENA

The Challenge

Generic merchandising rules generated broad recommendations that didn't reflect individual customer preferences or recent behavior.

  • 1Generic product recommendations failing to convert
  • 2Search returning poorly ranked results for many query patterns
  • 3Limited ability to test personalization variants at scale

Our Solution

CloudGate deployed a personalization layer using Azure Personalizer and AI Search, with continuous learning from every customer interaction.

  • Real-time product recommendations via Azure Personalizer
  • Personalized search ranking through Azure AI Search
  • A/B test orchestration with statistical significance dashboards

The Results

+32%
CONVERSION RATE
+45%
RECOMMENDATION CTR
+18%
AVERAGE ORDER VALUE
  • Personalization now drives over 40% of total revenue

Technologies Used

Azure PersonalizerAzure AI SearchMicrosoft FabricAzure Machine LearningDynamics 365 Customer Insights

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