AI that finds products, converts shoppers, and compounds revenue.
Storefront search, copilots, merchandising agents.
E-commerce AI wins or loses at the moment of search and the moment of indecision. We've built product discovery, recommendation, and copilot systems that measurably move GMV — not demos that look impressive in a pitch deck but don't move conversion.
Use cases
Natural language search that understands 'lightweight hiking shoes for wide feet under $150' — returning ranked, relevant results, not just keyword matches.
Conversational product advisors embedded in your storefront that guide shoppers to the right product through dialogue, not infinite scroll.
Real-time, session-aware recommendations on PDPs, cart, and post-purchase — trained on your catalog and behavioral data.
AI-driven collection ranking, promotional slot allocation, and inventory-aware product surfacing that optimizes margin, not just clicks.
Pre-purchase fit guidance, size recommendations, and expectation-setting that measurably cut return rates in apparel and footwear.
Order status, return initiation, and product Q&A handled by AI — with seamless handoff to human agents for complex issues.
Why Evolve Edge
Revenue-first AI We instrument every AI feature against business metrics from day one. Conversion rate, AOV, and return rate — not just model accuracy on a held-out test set.
Search that actually understands intent Hybrid semantic + keyword search with intent classification, attribute extraction, and re-ranking trained on your actual click and purchase data.
Personalization at scale Real-time recommendation systems that serve personalized results to anonymous visitors and known customers — without the cold-start failures that plague most recommender systems.

Client perspective
“Search conversion lifted 28% in the first month. Semantic search that actually understands what shoppers mean — not just what they type.”
FAQ
Have Questions? Let's Talk.
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