GymQueue

GymQueue is a mobile + web app that helps people avoid overcrowded gyms and wasted workout time by predicting real-time busyness and equipment availability. Users select their gym, see a live crowd score, and get forecasts for the next few hours. The app can also show “best time to go” recommendations based on the user’s schedule and typical gym patterns. Gyms can optionally participate by sharing anonymized check-in counts or equipment sensor data; if they don’t, the app still works using aggregated user location pings (opt-in), check-ins, and historical trends. The MVP focuses on one city and a handful of gyms to prove accuracy and retention. This is not a glamorous fitness app—its value is purely practical: fewer wasted trips, shorter waits, and more consistent training.