Customer Clustering on WhatsApp
Segment your members by frequency, interests and goals for more effective communications.

The Challenge
Sending the same message to all members is ineffective. Each cluster has different needs and interests.
How It Works on WhatsApp
- Data Collection
- Collect preferences, goals and habits through WhatsApp conversations.
- Automatic Segmentation
- AI segments: bodybuilders, cardio-lovers, beginners, athletes.
- Targeted Communications
- Send relevant messages and offers for each cluster.
- Continuous Optimization
- Update clusters based on behavior.
Example Conversation
Business Impact
Customization Options
Adapt this solution to your segments:
- Goal-based clusters
- Frequency clusters
- Age clusters
- Preferred time clusters
- Membership type clusters
- Preferred class clusters
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Explore case studiesReady to Personalize Communications?
Segment your members and communicate more effectively.
What your customer actually receives
Every automation you build lands as a normal WhatsApp conversation. This is the same journey, seen from the other side of the screen.
Your customer’s WhatsApp
Spoki · WhatsApp Business API
- 1Discovery
Hi Sara! Thanks for your interest — want me to show you the options that fit you best?
09:41
Triggered by an ad click, a form or a QR code. No app to install.
- 2Consideration
Here are the three most popular choices. Tap one and I’ll send you the details.
09:43
The AI agent answers questions in real time and hands over to a human on request.
- 3Decision
Your cart is saved. Complete the order here — payment happens inside the chat.
13:07
Checkout and payment without leaving the conversation.
- 4Retention
Your order shipped. Track it here — and let me know how it goes.
18:20
Shipping updates, feedback requests and reorders on the same thread.
One thread, start to finish. Your customer never repeats themselves and never loses the history.
Where this plays out
Sales teams use Spoki to qualify inbound faster and keep deals moving in the channel buyers answer.
