Stop Sending Price Lists Manually on WhatsApp

A WhatsApp AI chatbot for B2B businesses answers pricing, MOQ, and product questions instantly and routes order enquiries to your staff, without replacing your existing sales process.

If you run a wholesale or distribution business in Malaysia, you already know the drill. By 9 a.m., your WhatsApp is full of messages from retailers asking for the latest price list. Half of them want to know the minimum order quantity for a specific SKU. A few are asking whether a product is still in stock. You send the same PDF you sent last week, type out the same MOQ table you have memorized, and try to get back to everything else.

That routine costs real hours every day. And it does not have to.

What does a B2B chatbot actually do?

A B2B WhatsApp chatbot answers product, pricing, MOQ, and availability questions automatically, using a knowledge base your team builds and maintains. When a retailer messages your WhatsApp number asking for the price of a carton of 50-unit hand sanitizer, the bot replies in under 5 seconds with the answer from your price list, day or night.

It also captures order enquiries. When a buyer says they want to order 200 units of a product, the bot collects the item name, quantity, and their contact details, then routes that to your sales team. Your staff confirm the order and invoice through your normal process. The bot does not process payment in chat and does not run a checkout system.

Think of it as a very fast, always-available first layer of customer service for your trade buyers.

The problem is volume, not complexity

Take a KL wholesaler supplying pharmacies and mini-markets across the Klang Valley. The business carries 300 SKUs across three product lines. Every Monday, four or five retailers message asking for updated prices after a supplier adjustment. Another ten message throughout the week asking about MOQ for bulk orders. A few ask about delivery lead times to Selangor versus KL.

None of these questions are hard to answer. They are all in the price list. But answering 20 to 30 of them per day, across multiple staff phones, on top of coordinating deliveries and managing stock, is exhausting and easy to get wrong.

According to XWork and Meta, 78% of Malaysians message a business at least once a week. For a wholesale business, that traffic comes from your trade buyers, and most of it is repetitive.

Why slow replies hurt B2B sales

B2B buyers shop around. If a retailer messages three distributors asking for a price, the first one to reply clearly and correctly is usually the one that gets the order.

Research published in Harvard Business Review found that leads contacted within 5 minutes are 21 times more likely to qualify than those contacted after 30 minutes. That gap closes fast. A retailer who messages you at 8 p.m. on a weekday and gets no reply until the next morning may have already called someone else.

A bot that replies in under 5 seconds, including evenings and weekends, closes that window.

How the knowledge base works

The quality of the bot’s answers depends entirely on what you put into the knowledge base. You load your price list, product catalog, MOQ tables, delivery terms, and any stock status notes. The bot searches that information when it answers a question.

This means the knowledge base needs to be accurate and up to date. If you adjust prices after a supplier increase, update the knowledge base so buyers get the right figures. If a product goes out of stock, add that note so the bot does not confirm availability incorrectly.

The bot does not connect to your inventory system or ERP. It answers from what you have loaded. That boundary keeps the setup simple and keeps your internal systems separate from the chat layer.

What the order enquiry flow looks like

When a buyer says they want to place an order, the bot collects the key details: which products, the quantities, and the buyer’s name and contact number. That enquiry is then routed to your sales staff as a conversation inside your inbox.

Your team picks it up, confirms stock, and raises the invoice through your normal process, whether that is a Google Sheet, an accounting system, or a phone call. Nothing about how you invoice or collect payment needs to change.

For a busy distributor, this means your staff spend less time answering “how much for 100 units?” and more time on actual order confirmation and relationship management.

Which channels does it cover?

Polaris unifies WhatsApp, Instagram, Telegram, email, and your website into one inbox. For most wholesale businesses, WhatsApp is the primary trade channel, but the same knowledge base and bot logic works across all of them. Your staff see all incoming conversations in one place, regardless of which channel the buyer used.

Is this practical for a small distributor?

Yes. The setup does not require a developer or custom integration. You load your product and pricing information, connect your WhatsApp number, and the bot starts answering questions. Pricing is billed in RM and scales with your conversation volume. See the Polaris pricing page for current plans.

If you want a broader view of how AI chatbots work for Malaysian businesses before committing to a specific use case, the AI chatbot guide for Malaysia covers the fundamentals. For businesses thinking about scaling customer service beyond B2B wholesale, this guide on customer service automation is a good next read.

The manual price-list routine is solvable. The technology is not complicated, the setup is straightforward, and the payoff is measurable in hours recovered per week.