Planet Fitness Reviews: The Front Desk Drives Anger, Billing Drives Talk of Quitting
A causal analysis of 9,186 public Google reviews of 33 Planet Fitness clubs in Chicago. Broken equipment is the loudest complaint and one of the weakest causes.
On May 7, 2026, Planet Fitness stock fell 31% in a day after net member joins came in light. Management put the miss down to higher attrition and its easy-cancel messaging, but the company does not report why members leave. This report reads its members' reviews to answer two questions: what makes a member angry, and what makes a member say they will quit.
What was analyzed
| Source | Public Google reviews, plus the company's public filings for context |
|---|---|
| Reviews | 9,186 reviews |
| Scope | 33 Planet Fitness clubs in metro Chicago |
| Date range | January 2025 to July 2026 |
| Structured fields | 28 dimensions per review |
Key findings
- The front desk is the largest cause of an unhappy member. A rude or absent front desk raises the chance of a one- or two-star review by 36 points (26 to 52). Billing failures and cleanliness each add about 25; broken equipment adds only 5.
- The loudest complaint ranks last by effect. Broken equipment is the most-mentioned issue, yet in a club fixed-effects model its odds ratio is 2.0 against the front desk's 35.3.
- Billing is the top reason members say they will leave. Members who raise a billing or cancellation problem say they will leave or warn others 50% of the time, against a 1.4% fleet baseline and 13% for the front desk (107 billing reviews).
- Two operations under one brand. Outer suburban clubs average 4.84 stars with a 3% one-star share; urban clubs average 3.46 with a 34% share.
- A review burst hid the signal. Between February and October 2025, about 4,903 five-star reviews arrived above the normal rate while unhappy reviews did not change.
Exhibits from the report
From the report: Planet Fitness: a causal analysis
From the report: Planet Fitness: a causal analysis
From the report: Planet Fitness: a causal analysis
How the analysis was done
Each review was read in full and turned into 28 structured measures of the member experience. Each operational failure was tested as a cause of a one- or two-star review holding club, period, reviewer type and review length constant, estimated two ways (DoWhy inverse-propensity weighting and logistic g-computation, each with a 300-sample bootstrap interval), checked with refutation tests and confirmed with a club fixed-effects model. Leaving intent is the share of an issue's reviews that say the member will cancel, not return, or warn others.
Market and financial figures come from the public record and are cited separately from the review results.
Related analysis
- Why Gym Members Say They Will Cancel: Evidence From 9,186 Reviews
- Key Driver Analysis From Text, Not Just Survey Scores
- Which Complaints Cause Bad Reviews? Hotel, Gym and Café Data
- How to Analyze Google Reviews Across 50 or More Locations
- Every report in the Artifacts Gallery
To run the same analysis on your own reviews, tickets or surveys, start with your data.