DreamzTech built a conversational AI shopping assistant integrated with Shopify, inventory, and payment systems — delivering 28% higher conversion rates, 35% lower cart abandonment, and 50,000+ monthly customer conversations across website and WhatsApp.
Custom AI CRM Replacing Three Legacy Systems
A fast-growing direct-to-consumer retailer with 12,000 SKUs and 280,000 monthly visitors was struggling with low conversion and high cart abandonment. Their search was basic keyword matching, customers couldn't easily find the right products, and cart abandonment sat at 72%. DreamzTech was engaged to build an AI shopping assistant that could understand natural language product queries, make personalized recommendations based on purchase history and browsing behavior, and guide customers through checkout with real-time inventory awareness.
The client faced significant operational challenges that could not be resolved with off-the-shelf chatbot tools — requiring a custom AI platform built for their specific workflows.
DreamzTech architected a production-grade conversational AI platform with five interconnected modules delivering autonomous handling, intelligent escalation, and deep system integration.
Four integrated platform components were built and launched in a production-grade engagement with full enterprise security and compliance.
Built an LLM-powered product search understanding natural language queries (“I need a gift for my outdoorsy brother under $100”). Uses GPT-4 + embedding search over product catalog with 12K SKUs. Results are personalized based on browsing history, past purchases, and conversation context.
Hybrid recommendation system combining collaborative filtering (customers like you bought), content-based matching (similar product attributes), and contextual signals (current browsing session). Delivers 1:1 personalized product recommendations across website, WhatsApp, and email.
Native integration with Shopify (product catalog, inventory, customer accounts, order history) and Stripe (payment processing, saved cards, subscriptions). Real-time inventory checks prevent recommending out-of-stock items. One-click checkout available within chat interface.
Single conversational AI backend serving website chat widget and WhatsApp Business API with unified conversation history. Customers can discover products on desktop and complete purchase on WhatsApp. Integrated order tracking, returns, and post-purchase engagement via WhatsApp broadcasts.
Measurable business outcomes delivered in the first quarter post-launch — validated by production analytics and customer data.
Increase in conversion rate across the site
Reduction in cart abandonment rate
Monthly conversations across web + WhatsApp
Recommendation click-through rate vs generic
Average order value up from $128
SKUs catalog integrated with real-time inventory
DreamzTech delivers unified AI CRM platforms that replace legacy systems. 200+ projects across 15 countries with 97% client retention.
Hybrid ML model combining collaborative filtering, content-based matching, customer purchase history, current browsing session, and explicit preferences stated in the conversation.
Yes. Native Stripe integration enables one-click checkout with saved payment methods directly in the chat interface — no need to navigate to a separate checkout page.
Yes. Built native Shopify integration for product catalog, inventory, customer accounts, and order management. Also supports Magento, WooCommerce, and BigCommerce.
Direct Shopify inventory API integration with webhook-based updates. The chatbot only recommends in-stock products and shows accurate delivery estimates based on warehouse location and shipping rates.
28% conversion lift + 35% cart abandonment reduction + $52 higher AOV = $4.1M incremental annual revenue. Platform paid for itself in 3 months.
