Premium-alcohol e-commerce with WhatsApp-first ordering, agent referral tracking, and a clean catalogue UI tuned for fast Malaysian mobile networks.
Traditional e-commerce checkout flows create friction for impulse purchases, and premium-alcohol retail in Malaysia is regulated — conventional checkouts hit compliance friction. The client needed a system to track agent-driven sales with real-time analytics; discount tracking through agents was happening on paper.
Built a WhatsApp-first ordering system that reduces checkout steps to a single click. Implemented cookie-based agent tracking with 30-day attribution window and a comprehensive analytics dashboard. WhatsApp keeps the conversation human + compliant; agent referral codes attach to every cart; catalogue UI is sub-second on weak rural mobile networks.
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