Reducing No-Shows by 60% with AI Prediction
EK
Product Lead · 2026-01-15 · 5 min
#product#ai#booking#machine-learning
No-shows are the silent killer of service-based businesses. On average, businesses lose 15-20% of booked appointments to no-shows. Our AI-powered prediction system changes that.
How It Works
- Historical Pattern Analysis: The system learns from past booking data to identify risk factors.
- Real-time Risk Scoring: Each booking gets a no-show probability score (0-100).
- Automated Interventions: High-risk bookings trigger automatic SMS reminders, overbooking suggestions, or deposit requirements.
Results
In our pilot with 200 businesses, we saw an average 60% reduction in no-shows within the first month.