Hi, Skin July Sprint
Booking Funnel Conversion Test
One insight from reviewing the booking experience is that appointment presentation may influence booking funnel conversion. We recommend measuring this during the pilot before considering any scheduling UI changes.
This operates behind the scenes. Studio teams are not required to log into, manage, or learn a new software platform.
Scientific Method
Are clients abandoning because Hi, Skin lacks capacity, or because available capacity is not being presented in a way clients can say yes to?
Hypothesis
Changing the presentation of appointment inventory increases Booking Funnel Conversion Rate without materially increasing labor cost.
Independent variable
How appointment availability is presented.
Dependent variable
Booking funnel conversion rate.
Primary KPI
This is the one metric July is trying to move. Everything else explains why it changed.
Booking Funnel Conversion Rate
Completed bookings / booking funnel visitors
Test Design
Two studios
One slow day per week
Two to four weeks
No new promo, added providers, added shifts, shortened services, or pricing change
Compare current availability presentation vs enhanced visible start-time options, where operationally feasible
Secondary KPIs
These explain why booking funnel conversion moved.
Utilization
Revenue per labor hour
Booking abandonment
Waitlist captures
Human-assisted recovery rate
Guardrail Metrics
If these deteriorate, stop the experiment.
Labor %
Overtime
Checkout wait time
No-show rate
Provider/studio feedback
Slow-Day / Peak-Day Rule
Slow day
Increase booking choice, fill unused capacity, improve utilization.
Peak day
Protect capacity, capture overflow, use waitlist / alternate studio / human assist.
Outcomes
Best case
Booking funnel conversion improves, utilization improves, revenue per labor hour increases, and labor cost remains flat.
Worst case
No meaningful lift. The team learns this is not the primary bottleneck and stops before creating operational disruption.
Realistic outcome
Slow days benefit from enhanced availability presentation. Peak days benefit more from waitlist and human-assisted recovery.