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Recommendation Engine Agent

Analyzes purchase patterns using collaborative filtering to generate ML-powered recommendations. Detects upsell opportunities, identifies high-probability cross-sells based on similar customer behavior, personalizes suggestions based on industry and campaign type, and prioritizes recommendations by ROI impact.

Agent ID
RecommendationEngine
Sector B2B E-Commerce / Web-to-Print Solutions
Status
Operational

Problem Statement

The challenge addressed

Sales representatives miss cross-sell and upsell opportunities because they lack visibility into purchase patterns and complementary product relationships.

Core Logic

How the agent solves it

Analyzes purchase patterns using collaborative filtering to generate ML-powered recommendations. Detects upsell opportunities, identifies high-probability cross-sells based on similar customer behavio...

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