The Numbers That Matter
A club operator's guide to the metrics that actually move the needle — and what to do with them.
Running a club means juggling a hundred things at once. But when it comes to understanding whether your business is healthy, growing, or quietly bleeding out — it comes down to a handful of numbers. The problem is, most operators are tracking what's easy instead of what's useful, because the tools they have weren't built for this industry.
This series breaks down the metrics that actually matter for clubs, one at a time. Each post covers what the metric is, why it matters, and — most importantly — what you can actually do with it. Because a number that doesn't change behavior is just a number.
If you're the type who wants to see the math behind the metric, each post links to a technical companion piece where we break down the formulas, the logic, and how we approach it under the hood.
The Metrics
Continuous Membership Days The unbroken streak of time a member has held an active membership — no lapses, no gaps. This is the metric that turns a billing event into a loyalty program, and it unlocks incentives most clubs can't even attempt today.
Revenue Per Visit The total dollars generated per visit across admission, rentals, and add-ons. The single number that tells you whether your pricing, upselling, and product mix are working together or working against each other.
Visit Frequency How often each member walks through the door per month. This is the heartbeat of a membership business — and the earliest signal of whether someone is building a habit or about to disappear.
Room Utilization Rate What percentage of your rentable room-hours are actually occupied. Empty rooms are burned revenue, and this metric tells you whether you have a pricing problem, a capacity problem, or a demand problem.
Add-On Attach Rate What percentage of visits include at least one add-on purchase, and what's the average spend when they do. This isolates whether your product mix and front desk upselling are pulling their weight.
Room Turnover Time The gap between one member's checkout and the next member's check-in, including cleaning. This is the operational bottleneck that quietly caps your capacity on your busiest nights.
Time Between Visits The average number of days between a member's visits. When this number starts creeping up for a member who used to come weekly, something has changed — and you want to know before they cancel.
Peak vs. Off-Peak Ratio How your traffic distributes across your busiest and slowest hours. This tells you whether you have a demand problem or a demand distribution problem — and whether pricing or incentives can shift the curve.
Labor Cost Per Room The actual cost of cleaning, maintenance, and turnover labor allocated to each room. Combined with rental revenue, this gives you true room-level profitability — a number almost no club in this industry has ever seen.
Waitlist Conversion Rate What percentage of members who join the waitlist actually end up getting a room. This tells you whether your waitlist is a functioning queue or a leaky bucket — and whether the wait itself is costing you revenue.
Member Lifetime Value The total revenue a member generates across their entire relationship with your club. This is the number that tells you how much you can afford to spend acquiring a new member — and how catastrophic losing a long-tenured one really is.
Visit Duration How long members actually stay per visit. This isn't just a curiosity — it's a pricing input, a capacity planning tool, and a window into whether your space is a destination or a pit stop.
This series is as much yours as it is ours. Each post ends with an open question — we want to hear how you'd use these numbers at your club. The best ideas in this industry aren't locked in someone's office. They're shared.
Have a metric you think belongs on this list? Reach out at @getclerb.
Posts in this series
The Metric Your Club Should Be Tracking (But Probably Can't)
Continuous membership days — the unbroken streak of time a member has held an active membership. Here's why it matters and what to do with it.
How We Track Continuous Membership Days — The Technical Breakdown
Store the anchor, not a counter. One date field, one subtraction — how continuous membership tracking actually works under the hood.
Revenue Per Visit — The Number That Tells You If Your Business Model Is Working
Revenue Per Visit is the single number that tells you whether your pricing, staffing, and upsell strategy are aligned — or quietly bleeding money.
How We Calculate Revenue Per Visit — The Technical Breakdown
Every charge tied to the right visit. The data model, query patterns, and edge cases behind reliable RPV calculations.
Visit Frequency — The Metric That Predicts Whether They'll Stay or Leave
Visit frequency isn't about counting visits. It's about understanding the rhythm of your members' relationship with your club.
How We Track Visit Frequency — The Technical Breakdown
Visit frequency is visits per member per time period. Here's how we compute, bucket, and trend it without over-engineering.
Room Utilization Rate — The Metric That Shows What You're Actually Selling
Room utilization rate is the percentage of your available room-hours that are actually being used. It's the metric that tells you whether your facility is an asset or a liability.
How We Calculate Room Utilization Rate — The Technical Breakdown
Utilization is booked minutes divided by available minutes. The SQL, the edge cases, and why capacity modeling matters.
Add-On Attach Rate — The Metric That Turns Visits Into Revenue
Add-on attach rate measures how often members buy something beyond their base admission. It's the number that tells you whether your menu is working.
How We Calculate Add-On Attach Rate — The Technical Breakdown
Attach rate is visits-with-purchases over total visits. Product associations, timing windows, and the queries that drive upsell analytics.
Room Turnover Time — The Hidden Cost Between Every Booking
Room turnover time is the gap between one member leaving and the next one entering. It's where your invisible costs live.
How We Measure Room Turnover Time — The Technical Breakdown
The gap between one booking ending and the next one starting. Tracking turnover with booking records, cleaning tasks, and ready-state events.
Time Between Visits — The Early Warning System You're Not Using
Time between visits measures the gap between a member's consecutive visits. It's the early warning system that tells you who's drifting away.
How We Track Time Between Visits — The Technical Breakdown
Per-member inter-visit intervals. Window functions, rolling averages, and detecting drift before members churn.
Peak vs. Off-Peak Ratio — The Metric That Controls Your Margins
Peak vs. off-peak ratio measures how evenly your traffic spreads across operating hours. It determines whether you're staffing for reality or for fiction.
How We Calculate Peak vs. Off-Peak Ratio — The Technical Breakdown
Classifying hours, counting visits by time bucket, and computing the ratio that drives pricing and staffing decisions.
Labor Cost Per Room — The Metric That Makes Staffing Decisions for You
Labor cost per room tells you what each room actually costs to operate in human hours and dollars. It's the metric that turns staffing from a guess into a decision.
How We Calculate Labor Cost Per Room — The Technical Breakdown
Shift hours times pay rates, divided by rooms served. The allocation model, multi-room shifts, and cost-per-hour-per-room queries.
Waitlist Conversion Rate — The Metric That Measures Your Recovery
Waitlist conversion rate measures how many people who join a waitlist actually end up in a room. It tells you whether your waitlist is a tool or a graveyard.
How We Track Waitlist Conversion Rate — The Technical Breakdown
From waitlist entry to confirmed booking. State machines, time windows, and the funnel query that measures conversion.
Member Lifetime Value — The Metric That Changes How You Think About Everything
Member lifetime value is the total revenue a member generates over their entire relationship with your club. It changes every decision you make.
How We Calculate Member Lifetime Value — The Technical Breakdown
Total revenue from a member over their entire relationship. The formula, the cohort approach, and why predictive LTV matters.
Visit Duration — The Metric That Reveals What Your Club Actually Is
Visit duration is the time between check-in and checkout. It reveals what kind of experience your club is actually delivering.
How We Track Visit Duration — The Technical Breakdown
Check-in to checkout, in minutes. Distribution analysis, bucketing, outlier handling, and why accurate checkout matters most.