Urban Company
Improving Service Quality & Professional Retention
Problem
Urban Company connects service professionals with customers for cleaning, salon, and repair services. Key problems include inconsistent service quality, professionals leaving the platform, customers not rebooking, high dependence on ratings, and supply shortage in peak hours. This is a two-sided marketplace problem.
Users
customers
service professionals
Root Cause Analysis
Inconsistent quality
Different professionals deliver different experience
Trust gap
Hard to trust new professionals
Rebooking friction
No easy way to rebook same professional
Unpredictable earnings
Professionals face earnings anxiety
Ratings anxiety
High dependence on ratings for allocation
Platform commission
Professionals feel squeeze on take-home pay
Hypothesis
If we improve professional earnings visibility, quality tracking, and customer trust signals, then retention will improve on both sides.
Solution
Professional Levels System
Bronze, Silver, Gold, and Platinum levels based on ratings, completion rate, repeat customers, on-time arrival, and cancellations. Benefits include lower commission, priority bookings, incentive bonuses, and training access.
Service Quality Score
Instead of only ratings, show a quality score, repeat customer %, on-time %, and service experience score to improve trust.
Rebook Same Professional
After service completion, prompt "Book Rahul again" to enable rebooking the same professional. Repeat professionals increase retention.
Repeat professionals increase retention
Earnings Stability Dashboard
Show professionals weekly earnings forecast, peak hours, recommended working hours, and area demand heatmap to help supply planning.