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Development of AI-Powered Shopify App for Personalized Product Recommendations

digitalsuits.co

eCommerce

Information technology

Artificial intelligence

Business Challenges to Address

Need for a Shopify app to enable real-time, behavior-based product recommendations while ensuring GDPR compliance, seamless integration with Shopify stores, and dynamic customization of recommendation carousels across Shopify versions.

About the Client

A platform providing AI-driven recommender systems for e-commerce, marketplaces, and streaming services, focused on privacy-compliant customer engagement solutions.

Key Project Goals

Develop a Shopify app for collecting customer interaction data (clicks, purchases, cart additions)
Synchronize Shopify store data with AI training systems
Implement dynamic recommendation widgets adaptable to Shopify themes
Ensure secure, cookie-free data processing compliant with GDPR

Core System Requirements

Real-time tracking of user interactions via Shopify webhooks
Automated data synchronization with client's AI platform
Dynamic recommendation carousel builder for Shopify themes
Merchant configuration dashboard for interaction rules
GDPR-compliant data anonymization pipeline

Technology Stack

AWS

Serverless Framework

DynamoDB

React Admin

Shopify Admin API

System Integrations

Shopify Admin API
Shopify Webhooks
Client's AI recommendation engine

Operational Requirements

24/7 data processing scalability
Sub-second recommendation response times
Enterprise-grade data encryption
Shopify Plus compatibility
Automated webhook management system

Expected Business Outcomes

Enables Shopify merchants to increase conversion rates through personalized recommendations while maintaining privacy compliance. Provides scalable AI integration for 1000+ Shopify stores with reduced manual configuration, achieving measurable ROI through improved customer engagement metrics.