Premium alcohol is regulated retail in Malaysia, and a conventional multi-step checkout adds exactly the friction an impulse purchase can't survive. Ali Express's agent-driven sales were also running on paper, with no way to see which agent's link actually converted.
Traditional e-commerce checkout flows — address, delivery slot, payment, confirm — create friction that a browsing, impulse-driven purchase doesn't tolerate well, and premium alcohol retail in Malaysia carries its own compliance friction on top of that. Ali Express needed ordering to feel like sending a message, because for most of its customers, that's what it already was.
Underneath the ordering problem was a tracking one: more than ten agents were driving sales through personal referrals, and which link actually converted a customer was invisible — it lived in memory and in scattered paper notes.
The ordering flow reduces checkout to a single click into WhatsApp rather than a multi-step form, which kept the conversation human — a genuine consideration for regulated alcohol sales — while still being fast. Order time measured 5 minutes down to 30 seconds moving from a phone call to this flow, and conversion lifted 40%.
Cookie-based tracking attaches an agent's referral code to a cart with a 30-day attribution window, replacing the paper trail with a real-time analytics dashboard the admin panel can query — clicks, orders, revenue, per agent.
The catalogue UI is tuned to stay sub-second on weak rural Malaysian mobile connections, on Next.js 16 with Supabase for auth and data. Seasonal promotions and bulk pricing run through the same admin panel that manages agents.
Match the checkout to how the customer already buys rather than importing a generic e-commerce flow, and instrument agent attribution from day one instead of retrofitting it once the paper trail is already unreliable.