{"meta":{"page":"use-cases/wellness-customer-clustering","language":"en","url":"https://spoki.com/en/use-cases/wellness-customer-clustering","generated_at":"2026-04-19T00:05:31.666Z","formats":{"html":"https://spoki.com/en/use-cases/wellness-customer-clustering","markdown":"https://spoki.com/en/use-cases/wellness-customer-clustering.md","json":"https://spoki.com/en/use-cases/wellness-customer-clustering.json","xml":"https://spoki.com/en/use-cases/wellness-customer-clustering.xml"}},"content":{"title":"Customer Clustering","sections":[{"heading":"Customer Clustering","level":1,"text":"**Support**\n\nSegment your members by frequency, interests and goals for more effective communications."},{"heading":"The Challenge","level":2,"text":"Sending the same message to all members is ineffective. Each cluster has different needs and interests."},{"heading":"How It Works on WhatsApp","level":2,"text":""},{"heading":"Data Collection","level":3,"text":"Collect preferences, goals and habits through WhatsApp conversations."},{"heading":"Automatic Segmentation","level":3,"text":"AI segments: bodybuilders, cardio-lovers, beginners, athletes."},{"heading":"Targeted Communications","level":3,"text":"Send relevant messages and offers for each cluster."},{"heading":"Continuous Optimization","level":3,"text":"Update clusters based on behavior."},{"heading":"Business Impact","level":2,"text":"- **+35%** Engagement\n- **+20%** Conversion\n- **3x** Message CTR\n- **+15%** Retention"},{"heading":"Customization Options","level":2,"text":"Adapt this solution to your segments:\n\n- Goal-based clusters\n- Frequency clusters\n- Age clusters\n- Preferred time clusters\n- Membership type clusters\n- Preferred class clusters"},{"heading":"Example Conversation","level":2,"text":"**🤝 BusinessBot** (Online)\n\n**🤖 BusinessBot:** Welcome! 🤝 How can we help your business today?\n> 📋 **B2B Services** - Professional solutions for your business\n> • [Request a quote]\n> • [Schedule consultation]\n\n**👤 Cliente:** I need information about your services\n\n**🤖 BusinessBot:** Of course! 🤝 Here's what we offer:\n\n📊 Consulting Services\n🔧 Implementation Support\n📈 Growth Strategies\n🎓 Training Programs\n\nWhich area interests you most?\n> • [Consulting Services]\n\n---"},{"heading":"Ready to Personalize Communications?","level":2,"text":"Segment your members and communicate more effectively.\n\n**Action:** Get Started with Spoki"}]}}