<?xml version="1.0" encoding="UTF-8"?>
<page lang="en" url="https://spoki.com/en/use-cases/wellness-customer-clustering">
  <meta>
    <title>Customer Clustering</title>
    <page>use-cases/wellness-customer-clustering</page>
    <language>en</language>
    <generated_at>2026-04-18T21:44:42.052Z</generated_at>
    <formats>
      <html>https://spoki.com/en/use-cases/wellness-customer-clustering</html>
      <markdown>https://spoki.com/en/use-cases/wellness-customer-clustering.md</markdown>
      <json>https://spoki.com/en/use-cases/wellness-customer-clustering.json</json>
      <xml>https://spoki.com/en/use-cases/wellness-customer-clustering.xml</xml>
    </formats>
  </meta>
  <sections>
    <section level="1" heading="Customer Clustering">
      <text><![CDATA[**Support**

Segment your members by frequency, interests and goals for more effective communications.]]></text>
    </section>
    <section level="2" heading="The Challenge">
      <text><![CDATA[Sending the same message to all members is ineffective. Each cluster has different needs and interests.]]></text>
    </section>
    <section level="2" heading="How It Works on WhatsApp">
    </section>
    <section level="3" heading="Data Collection">
      <text><![CDATA[Collect preferences, goals and habits through WhatsApp conversations.]]></text>
    </section>
    <section level="3" heading="Automatic Segmentation">
      <text><![CDATA[AI segments: bodybuilders, cardio-lovers, beginners, athletes.]]></text>
    </section>
    <section level="3" heading="Targeted Communications">
      <text><![CDATA[Send relevant messages and offers for each cluster.]]></text>
    </section>
    <section level="3" heading="Continuous Optimization">
      <text><![CDATA[Update clusters based on behavior.]]></text>
    </section>
    <section level="2" heading="Business Impact">
      <text><![CDATA[- **+35%** Engagement
- **+20%** Conversion
- **3x** Message CTR
- **+15%** Retention]]></text>
    </section>
    <section level="2" heading="Customization Options">
      <text><![CDATA[Adapt this solution to your segments:

- Goal-based clusters
- Frequency clusters
- Age clusters
- Preferred time clusters
- Membership type clusters
- Preferred class clusters]]></text>
    </section>
    <section level="2" heading="Example Conversation">
      <text><![CDATA[**🤝 BusinessBot** (Online)

**🤖 BusinessBot:** Welcome! 🤝 How can we help your business today?
> 📋 **B2B Services** - Professional solutions for your business
> • [Request a quote]
> • [Schedule consultation]

**👤 Cliente:** I need information about your services

**🤖 BusinessBot:** Of course! 🤝 Here's what we offer:

📊 Consulting Services
🔧 Implementation Support
📈 Growth Strategies
🎓 Training Programs

Which area interests you most?
> • [Consulting Services]

---]]></text>
    </section>
    <section level="2" heading="Ready to Personalize Communications?">
      <text><![CDATA[Segment your members and communicate more effectively.

**Action:** Get Started with Spoki]]></text>
    </section>
  </sections>
</page>