What Is App Reviews Feature Requests Analysis?
App reviews feature requests analysis is the practice of reading through public app store reviews, pulling out the parts where users ask for something that d...
Planet Fitness·App Store
Planet Fitness Review Analysis: Real User Complaints & Product Opportunities
3 product opportunities discovered from Planet Fitness user pain points
Based on 50 reviewsApp StoreAnalyzed on Jun 5, 2026
How was this analysis generated?
Review2Idea collects user reviews from app stores, clusters pain points using AI embeddings, and evaluates product opportunities through multiple AI cognitive frameworks (modeled after well-known innovators). Scores represent AI-assessed potential, not financial advice.
Pain Point Analysis
Account Management Friction22
App Won’t Load6
Login Loop Issues4
Summer Pass QR Issues4
Stuck on Loading Screen4
Membership Billing Issues3
Gender-Specific Workouts2
Membership Account Issues2
Custom Workout Logging2
9 Critical
Based on 49 reviews · Avg rating 1.0★
What Users Say
★★★★★Account Management Friction
Response to my review
I sent a review weeks ago. 5 days ago I was given a response that I just saw. I specifically wrote about a woman’s attire in the gym. I asked for a non generic response and I still received one. I men...
KCG2025 · Jun 07, 2026
★★★★★Account Management Friction
Planet Fitness App
This is the second time the app after an update has changed my email to an old email account from several years ago! Also very frustrating is that a user is unable to change email addresses within the...
AT&T phone app · Jun 08, 2026
★★★★★Account Management Friction
No longer works after update
What did you morons do to the app? This is the only way I can check in at the gym, and get reimbursement from my employer. You updated the app and I can not sign in, app freezes and I get an error mes...
ShanDroyd · Jun 01, 2026
★★★★★App Won’t Load
Most Garbage
If fit had a disposing branch for disposable waste like excess fecal matter or degenerate brain waves of the highest sophistication. Castration of logic, inaugural hearing of missing chromosomes
Good Ol' Charlie · Jun 05, 2026
★★★★★App Won’t Load
Issues
Support feature unavailable
Tmarie.93 · Jun 15, 2026
★★★★★App Won’t Load
Unpayable
Won’t let me pay The
Wowzers9000 · May 31, 2026
★★★★★Login Loop Issues
6.5.26
Update logs you out and will not let you log back in — even after sending a code it wants you to sign up again. Everyone checked in by phone number this morning.
Ahaynes98 · Jun 05, 2026
★★★★★Login Loop Issues
Page won’t load
Everytime I tried to select login it recycles back to the “We are all strong” screen. VPNs and web security has web toggled off to test to no avail.
Not Happy wit RH · Jun 21, 2026
★★★★★Login Loop Issues
The app keep sign me out
I don’t know if the update fault but it keep sign me out and it very difficult to sign back because it keep say error
Shark5620 · Jun 05, 2026
★★★★★Summer Pass QR Issues
Trash app
Never had a problem until now. Back home from college and want to work out for free with the summer pass. I go to the app it's logged me out, which is fine so i go to log in and it's now prompting me ...
JayceIsDaCase · Jun 05, 2026
Top Product Opportunities
#18/10
GymLite Pass
A tiny offline wallet for gym barcodes, day passes, locker notes, and favorite locations. It opens in under a second on older phones and never needs background activity.
#28/10
OneScreen Gym Coach
A beginner-focused gym companion where every action lives on one screen: check-in, today’s routine, machine help, and progress. It removes menu hunting and turns confusing gym apps into a simple daily cockpit.
#37/10
ZeroDrain Workout Log
A privacy-first workout tracker that uses manual taps, NFC stickers, or Shortcuts instead of GPS and background services. It records sets, machines, and streaks while consuming almost no battery.
Discover Opportunities for YOUR App
Analyze your own app reviews and find validated product opportunities in minutes.
Top Product Opportunities
Evaluations are AI-generated using publicly available cognitive frameworks and do not represent the actual opinions of the individuals referenced.
Latest Articles
How to Analyze App Reviews for Ideas (A Practical Workflow)
To analyze app reviews for ideas, you pull the 1-3 star reviews of apps in a category you care about, sort the complaints into repeated patterns, and check w...
What Is Competitor Review Analysis? A Practical Guide
Competitor review analysis is the process of reading, sorting, and coding the public reviews of rival products to find out what users love, hate, and wish ex...
How to Validate a Startup Idea (Without Fooling Yourself)
Most founders don't validate. They rationalize. To validate a startup idea properly, you talk to strangers who match your target user, watch what they alread...
How to Validate Startup Idea Before You Waste a Year of Your Life
If you want to know how to validate a startup idea, the short answer is: talk to at least 20 potential customers before you write a single line of code, then...
How to Validate Product Ideas Before You Waste 6 Months Building the Wrong Thing
The fastest way to validate product ideas is to talk to 15-20 potential buyers, run a small paid ad test to a fake landing page, and check if anyone puts dow...