AI-Powered Shopping
AI-Powered Vector Search for Smarter Shopping & Personalized E-Commerce
Drive conversions with AI-powered vector search that delivers hyper-relevant product discovery, personalized recommendations, and fraud detection—all powered by Qdrant’s enterprise-grade vector database.

E-commerce Challenges
Invisible Products, Lost Sales
Keyword-based search misses intent, leaving customers empty-handed.
Sluggish Search, Lost Patience
Slow, clunky results drive users away-especially on mobile.
Off-Target, Off-Putting
Generic, rule-based recommendations miss the mark, killing engagement.
Fraud Runs Wild
Fake accounts, high return rates, and shady transactions slip past outdated defenses.
Pricing & Inventory Chaos
Guesswork leads to overstocked shelves, lost revenue, and bad margins.
Qdrant's vector search powers various AI e-commerce applications
Personalized Recommendations
Increase sales with AI-driven product suggestions tailored to each shopper.
Next-Gen Search & Discovery
Deliver accurate vector-based search for products, images, and attributes.
Real-Time Fraud Detection
Spot anomalies in transactions and returns before they impact your business.
Smart Inventory & Pricing
Optimize stock levels and pricing strategies dynamically with AI insights.
Conversational Shopping Assistants
Engage customers with AI chatbots that understand natural language.

Who We Help
Online Marketplaces
Enhance search, recommendations, and fraud detection at scale.
Fashion & Apparel Retailers
AI-powered visual vector search for similar styles & personalized outfit recommendations.
Supermarkets & Grocery Stores
Smart promotions, demand forecasting, and inventory optimization.
Why Choose Qdrant
Real-Time Performance: Handle millions of products and transactions instantly.
Seamless Integration: Works with your existing e-commerce platform & infrastructure.
Enterprise-Grade Security: Keep customer data safe & compliant with GDPR standards.
Deploy your way: Use our managed cloud, hybrid cloud or private cloud. We support AWS, Azure, and GCP.