Case Study: How UrbanMop Built a Metric-Driven Operation Across Multiple Cities
Summary: UrbanMop unified its scheduling, CRM, and marketing data in PowerMetrics—giving managers across Ottawa, Kitchener-Waterloo, and Toronto a shared source of truth for bookings, quality, and customer satisfaction.
The Challenge: Data Everywhere, Clarity Nowhere
Running a growing cleaning company across multiple cities means juggling a lot of moving parts—crews, schedules, customer feedback, and marketing campaigns. For UrbanMop, the data to manage all of this existed, but it was scattered. Reports lived in Launch 27, Kustomer CRM, Google Analytics, and Mailchimp. Leaders reconciled numbers manually, and still walked away unsure whether they were looking at the same figures.
For CEO Leslie Tam, the problem wasn't a lack of data—it was the absence of a single place to make sense of it. Weekly reviews consumed hours of prep time, and the deeper question of which cities or service lines were truly performing remained hard to answer with confidence.
"Before PowerMetrics, we were consuming data piecemeal. There was no one dashboard view and no standardized manipulation. It's saved us massive amounts of overhead time."
— Leslie Tam, CEO, UrbanMop
The Shift: One Metric Layer to Rule Them All
PowerMetrics gave UrbanMop a governed metrics layer—a central place where each key number carries a single, consistent definition. Bookings, Repeat Bookings, Customer Satisfaction (CSAT), and Campaign Conversion are all defined once and reused everywhere. Whether a manager is comparing Ottawa to Toronto, or measuring the return on a paid campaign versus organic traffic, they're working from the same foundation.
That consistency changed how the team operates. Middle managers—who previously had to wait on someone else to pull a report—now have their own dashboards. They filter by city, service type, or customer segment without starting from scratch each time. Weekly standups shifted from data reconciliation to actual decision-making.
"PowerMetrics pushed our leaders to think in a different way. We started tracking things we didn't even have data sets for before—because we finally saw the power of having historical metrics."
— Leslie Tam, CEO, UrbanMop
Beyond Revenue: Tracking What Actually Drives the Business
Perhaps the most meaningful change at UrbanMop is cultural. The team no longer measures success by sales alone. Quality and customer satisfaction now sit alongside bookings and revenue as primary indicators—tracked weekly, with targets and historical context.
With a 99% satisfaction goal set company-wide, CSAT scores now guide scheduling decisions and inform cleaner training. Repeat booking rates reveal which cities are retaining customers and which might need more attention on the acquisition side. On-time arrival and crew utilization data help operations managers plan routes and staffing more effectively.
These aren't vanity metrics. They're the operational heartbeat of a company that now has the data infrastructure to act on what it measures.
Results at a Glance
Unified data | Centralized Launch 27, Kustomer CRM, Google Analytics, and Mailchimp into one trusted metric layer |
Manager autonomy | Middle management now builds and adapts dashboards without relying on technical staff |
Quality focus | CSAT and repeat booking tracked with targets and a weekly review cadence |
Multi-city scale | Consistent reporting framework applied across Ottawa, Kitchener-Waterloo, and Toronto |
Time reclaimed | Eliminated manual reconciliation and dramatically reduced reporting overhead |
What's Next: A Platform for Growth
UrbanMop's ambitions don't stop at their current cities. Leslie's next chapter involves using PowerMetrics as a "Knowledge Vault" to support a data-informed rollup strategy—consolidating metrics from partner companies to benchmark performance, identify best practices, and apply the UrbanMop playbook across a broader network.
Shared definitions make that vision achievable. When every company in a portfolio uses the same definitions for CSAT, repeat rate, and unit economics, comparing performance and spotting standout operators becomes straightforward—not a months-long data cleanup project.
"You've created a really sticky product. Once the data set is set up, non-technical individuals feel empowered to create their own insights."
— Leslie Tam, CEO, UrbanMop
Built for Teams That Grow Fast
UrbanMop is proof that a service business doesn't need a data team to become a data-driven company. With Klipfolio PowerMetrics, they defined their core metrics once, handed dashboards to the people closest to the work, and built a reporting culture that scales as naturally as they do.
Whether your data lives in a scheduling tool, a CRM, or a spreadsheet, the path forward is the same: start with the metrics that matter, get everyone working from the same numbers, and let your teams run with it.
UrbanMop is a modern Canadian cleaning services company founded in 2020, headquartered in Ottawa and serving Kitchener-Waterloo, Toronto, and beyond. The company offers recurring, deep-clean, move-in/move-out, Airbnb, and commercial cleaning services, and is a certified living wage employer.