How to Build a Multi-Brand Smart WhatsApp Sales Bot Using n8n

Hi everyone,
I’m planning to build a multi-brand WhatsApp sales automation in n8n, and I’d like to outline the flow I’m aiming for. Any technical tips or examples would be greatly appreciated.


1. Welcome Message & Brand Selection

When a customer sends a message, the bot automatically replies with a welcome prompt:

“Welcome! Which brand would you like to continue with?
:one: Brand A
:two: Brand B
:three: Brand C”

After the customer selects an option, the bot switches to the information flow for that specific brand.


2. Brand-Specific Information Flow

Once the brand is selected, the customer can ask questions such as:

  • Available plans/packages

  • Internet & roaming details

  • Activation process

  • Advantages & features

The bot responds using brand-specific documents and knowledge stored in the automation.


3. Smart Customer Profiling Step (AI-Driven)

After providing the basic information, the bot asks a few questions to better understand the customer’s needs:

  • “How many GB do you typically use per month?”

  • “How often do you travel abroad?”

  • “What are your daily usage habits?”

Based on the answers, an AI-powered decision layer recommends the most suitable plan.

This part also includes marketing-oriented, persuasive messaging, for example:
“Considering your monthly usage and travel habits, this plan gives you the best value while offering the benefits you need most.”


4. Purchase Flow

After recommending a plan, the bot asks:
“Would you like to proceed with the purchase?”

  • If the customer says yes, the automation redirects them to the online purchase page, where the selected plan is automatically pre-filled in the checkout process.

  • If the customer says no, the bot enters a gentle persuasion flow:

    • Highlights of key benefits

    • Value for money explanations

    • Quick Q&A

    • Optional alternative plan suggestions


5. Tech Stack to Be Used

  • n8n

  • WhatsApp Business Cloud API

  • OpenAI Embeddings (for brand knowledge)

  • AI Agent / prompt-based decision layer

  • Webhooks → checkout redirection


Goal

The goal is to build a stable, human-like conversational flow that can identify customer needs, recommend the best plan, and convert them into a purchase — all inside WhatsApp.

If anyone has built a similar multi-brand setup in n8n, I’d love to hear your insights or see example workflows.