100+ datasets found
  1. U.S. fitness center/health club memberships 2000-2024

    • statista.com
    Updated Nov 26, 2025
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    Statista (2025). U.S. fitness center/health club memberships 2000-2024 [Dataset]. https://www.statista.com/statistics/236123/us-fitness-center-health-club-memberships/
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    Dataset updated
    Nov 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    The number of members of fitness centers and health clubs within the United States has experienced a near continual increase between 2000 and 2024. In 2024, there were found to be around ** million members of fitness centers and health clubs within the U.S., the greatest number during the period of observation.

  2. Number of health clubs in the U.S. by state 2019

    • statista.com
    Updated Nov 26, 2025
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    Statista (2025). Number of health clubs in the U.S. by state 2019 [Dataset]. https://www.statista.com/statistics/1183595/health-clubs-by-state/
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    Dataset updated
    Nov 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2019
    Area covered
    United States
    Description

    One of the most popular ways to keep fit is to make regular visits to a health club or gym. There were a total of 41,370 of these establishments throughout the United States in 2019. The state of California was home to the largest amount of gyms - 5,123 in total - while there were just 81 health clubs in Wyoming.

  3. Total number of members of health/fitness clubs worldwide 2009-2019, by...

    • statista.com
    Updated Nov 26, 2025
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    Statista (2025). Total number of members of health/fitness clubs worldwide 2009-2019, by region [Dataset]. https://www.statista.com/statistics/273069/members-of-health-clubs-worldwide-by-region/
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    Dataset updated
    Nov 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    This graph depicts the total number of members in health and fitness clubs worldwide by region from 2009 to 2019. In Europe, an estimated ***** million people were members of health and fitness clubs in 2019.

  4. Data from: Gym Membership Dataset

    • kaggle.com
    zip
    Updated Oct 14, 2024
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    Tarek Adam (2024). Gym Membership Dataset [Dataset]. https://www.kaggle.com/datasets/ka66ledata/gym-membership-dataset
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    zip(24954 bytes)Available download formats
    Dataset updated
    Oct 14, 2024
    Authors
    Tarek Adam
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    This dataset provides a simulated representation of membership data for a gym, crafted specifically for those interested in honing their skills in exploratory data analysis (EDA). The data is structured to facilitate the discovery of key membership patterns and trends, making it an ideal resource for exercises in data cleaning, visualization, and pattern recognition.

  5. Total number of members of health/fitness clubs worldwide 2009-2019

    • statista.com
    Updated Jun 24, 2025
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    Statista (2025). Total number of members of health/fitness clubs worldwide 2009-2019 [Dataset]. https://www.statista.com/statistics/275065/members-of-health-and-fitness-clubs-worldwide/
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    Dataset updated
    Jun 24, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    This graph depicts the total number of members in health and fitness clubs worldwide from 2009 to 2019. In 2019, about ****** million people were members of a health/fitness club worldwide.

  6. Gym, Health & Fitness Clubs in the US - Market Research Report (2015-2030)

    • ibisworld.com
    Updated May 15, 2025
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    IBISWorld (2025). Gym, Health & Fitness Clubs in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/market-research-reports/gym-health-fitness-clubs-industry/
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    Dataset updated
    May 15, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Description

    Gym, health and fitness clubs stand at a dynamic crossroads, shaped by both impressive resilience and evolving consumer expectations. Despite economic headwinds—including persistent inflation, rising membership fees and supply chain disruptions—Americans’ appetite for fitness hasn’t waned. While higher prices and tariff-driven equipment costs have prompted some concerns around affordability and retention, leading operators have kept pace by doubling down on transparency, technological innovation and community-driven experiences, keeping the industry remarkably buoyant, even as members become more discerning and hybrid workout habits take root. Revenue has expanded at a CAGR of 7.1% to $45.7 billion in 2025, including an uptick of 2.0% that year. Home workouts and digital fitness surged in recent years, with brands like Peloton, Apple Fitness and countless app-based platforms filling the void. Still, the desire for social connection, accountability and access to specialized classes supported attendance at gyms and fitness centers, with group classes, boutique experiences and sports leagues (like the nation’s pickleball boom) fueling a new wave of growth. Technological integration has become standard, as fitness centers capitalized on mobile booking, wearables, hybrid class offerings and personalized digital experiences to boost retention. Gyms have also responded to sticky inflation and financial uncertainty by offering more flexible, tiered memberships and novel pay-per-visit plans, making fitness accessible across a wider range of budgets and life stages, boosting profit. Gym, health and fitness clubs will deepen their shift into a wellness-centric, tech-enabled ecosystem, with opportunities and challenges in equal measure. Demographic tailwinds will prove significant: as the population ages and healthcare costs climb, older adults will turn to gyms for exercise as well as holistic health management. Gyms, health and fitness centers are shifting toward integrated, medically informed offerings, blending classes with diagnostics, tracking devices and partnerships with healthcare providers. Affordability, digital convenience and privacy will be crucial considerations as gyms race to balance premium health solutions with accessibility. Gyms and fitness centers that innovate around flexibility and evidence-based care will sustain growth. Revenue is expected to grow at a CAGR of 1.4% to reach an estimated $49.1 billion by 2030.

  7. Health/fitness clubs members in Europe 2010-2023

    • statista.com
    Updated Nov 26, 2025
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    Statista (2025). Health/fitness clubs members in Europe 2010-2023 [Dataset]. https://www.statista.com/statistics/308797/members-of-health-clubs-in-europe/
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    Dataset updated
    Nov 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Europe
    Description

    The number of members at gyms and health clubs in Europe reached its peak in 2023. In that year, membership across the continent exceeded ** million. What is the value of the health and fitness market in Europe? In 2023, the revenue of the health and fitness market in Europe was estimated at almost ** billion U.S. dollars. This figure aligned with the steady growth the industry had seen since 2017, aside from sharp declines in 2020 and 2021 due to the coronavirus (COVID-19) pandemic. Another notable trend in the industry was the growing number of gyms and health clubs across Europe. By 2023, there were nearly ** thousand health and fitness establishments, marking a ** percent increase over the past decade. Finally, when zoning-in on specific fitness markets in Europe, the United Kingdom and Germany led, with revenues reaching approximately * billion and *** billion euros respectively in 2022. How popular is fitness and exercise among people in the UK? In 2023, fitness classes were the most popular physical activity in England, with over *** million people participating at least twice a month. Additionally, close to *** million people reported attending gym sessions during this period. According to a 2024 survey, gym memberships were the most purchased health and fitness service in the UK, with around ** percent of people signing up. In comparison, services like personal training and individual sports classes were chosen by roughly ***** percent of respondents.

  8. c

    Gym Members Exercise Dataset

    • cubig.ai
    zip
    Updated Jun 5, 2025
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    CUBIG (2025). Gym Members Exercise Dataset [Dataset]. https://cubig.ai/store/products/419/gym-members-exercise-dataset
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    zipAvailable download formats
    Dataset updated
    Jun 5, 2025
    Dataset authored and provided by
    CUBIG
    License

    https://cubig.ai/store/terms-of-servicehttps://cubig.ai/store/terms-of-service

    Measurement technique
    Synthetic data generation using AI techniques for model training, Privacy-preserving data transformation via differential privacy
    Description

    1) Data Introduction • The Gym Members Exercise Dataset is a dataset built to systematically collect gym members' exercise routines, body information, exercise habits, and fitness indicators to analyze individual exercise patterns and health conditions.

    2) Data Utilization (1) Gym Members Exercise Dataset has characteristics that: • This dataset contains various body and exercise related numerical and categorical variables such as age, gender, weight, height, body fat percentage, BMI, exercise type (e.g., aerobic, muscular, yoga, HIIT), exercise frequency, session time, heart rate (maximum, average, rest), calorie consumption, water intake, and experience level. (2) Gym Members Exercise Dataset can be used to: • Exercise effect analysis and customized fitness strategy: Various variables such as exercise type, frequency, session time and heart rate, calorie burn, body fat percentage, etc. can be analyzed and used to establish customized exercise plans for each member and optimize exercise effectiveness. • Healthcare and Member Characteristics Based Marketing: Based on demographics and exercise habit data such as age, gender, and experience level, it can be used to develop healthcare programs, segment members, and establish targeted marketing strategies.

  9. H

    Health Club Management Software Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 26, 2025
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    Data Insights Market (2025). Health Club Management Software Report [Dataset]. https://www.datainsightsmarket.com/reports/health-club-management-software-1397116
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    doc, ppt, pdfAvailable download formats
    Dataset updated
    May 26, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The health club management software market is experiencing robust growth, driven by the increasing adoption of technology in the fitness industry. The market's expansion is fueled by several key factors: the need for streamlined operations, enhanced member engagement, improved data analytics for better business decisions, and the rising demand for convenient, integrated solutions that manage scheduling, memberships, payments, and communication all in one platform. This trend is evident across various segments, including gyms, studios, and fitness centers of all sizes. While the exact market size is not provided, based on industry trends and the presence of numerous established and emerging players like MindBody, Tigernix, and Perfect Gym Solutions, we can reasonably estimate the 2025 market size to be around $2 billion, with a Compound Annual Growth Rate (CAGR) of approximately 15% for the forecast period (2025-2033). This growth is projected to continue as more fitness businesses seek to leverage technology for operational efficiency and competitive advantage. The market, however, faces some restraints. These include the high initial investment costs for software implementation, the need for ongoing technical support, and the potential for integration challenges with existing systems. Nevertheless, the overall market outlook remains positive, driven by the increasing technological sophistication of fitness businesses and the ongoing demand for efficient management tools. The competitive landscape is highly fragmented, with a range of established players and innovative startups competing for market share. Key players are constantly innovating to provide advanced features such as integrated payment processing, mobile apps for member engagement, and sophisticated reporting tools for data-driven decision-making. The market shows regional variations, with North America and Europe currently holding significant shares, but growth opportunities exist in emerging markets in Asia and Latin America as these regions witness a rising demand for fitness services and technology adoption. Future market growth will likely be influenced by the integration of artificial intelligence and wearable technology into health club management systems, creating personalized member experiences and enhancing data analytics capabilities. The development of cloud-based solutions, offering scalability and accessibility, will also contribute to market expansion.

  10. D

    Gym Member Retention Software Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 30, 2025
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    Dataintelo (2025). Gym Member Retention Software Market Research Report 2033 [Dataset]. https://dataintelo.com/report/gym-member-retention-software-market
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    pdf, csv, pptxAvailable download formats
    Dataset updated
    Sep 30, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Gym Member Retention Software Market Outlook



    According to our latest research, the global gym member retention software market size reached USD 1.46 billion in 2024, driven by a robust adoption of digital solutions within the fitness industry. With a compound annual growth rate (CAGR) of 12.3% anticipated over the forecast period, the market is projected to reach USD 4.13 billion by 2033. This growth is fueled by increasing demand for personalized member experiences, data-driven engagement, and the proliferation of health-conscious lifestyles globally. The market’s expansion is further supported by technological advancements and the integration of artificial intelligence and analytics within gym management platforms.




    The growing emphasis on member engagement and retention is a primary driver for the gym member retention software market. Fitness centers, gyms, and health clubs are increasingly recognizing the need to go beyond basic membership management and focus on delivering value-added services that foster long-term loyalty. The ability of these platforms to analyze member behavior, provide personalized workout recommendations, and automate communication has significantly improved retention rates. Moreover, the integration of mobile applications and wearable devices has enabled real-time tracking of member activities, facilitating timely interventions and customized engagement strategies. As competition intensifies in the fitness industry, businesses are leveraging these software solutions to differentiate themselves and create lasting relationships with their members.




    Another significant growth factor is the rising trend of digital transformation within the fitness sector. The COVID-19 pandemic accelerated the adoption of cloud-based solutions and virtual engagement tools, leading to a paradigm shift in how gyms and health clubs interact with their members. Gym member retention software now offers features such as automated reminders, virtual class scheduling, and loyalty programs, all of which contribute to higher member satisfaction and reduced churn. The ability to seamlessly integrate with other fitness management tools, payment gateways, and customer relationship management (CRM) systems further enhances the operational efficiency of fitness centers. As digital literacy increases among both gym operators and members, the demand for sophisticated retention solutions is expected to grow exponentially.




    The market is also benefiting from the increasing focus on data-driven decision-making. Fitness organizations are harnessing the power of analytics to gain insights into member preferences, attendance patterns, and feedback. Advanced reporting tools and dashboards enable gym owners to identify at-risk members and implement targeted retention campaigns. Furthermore, the incorporation of artificial intelligence and machine learning algorithms allows for predictive analytics, helping businesses anticipate member needs and proactively address issues before they lead to cancellations. This data-centric approach not only improves member retention but also drives revenue growth by enabling more effective marketing and upselling strategies.




    From a regional perspective, North America currently dominates the gym member retention software market, accounting for a substantial share due to the high concentration of fitness clubs and advanced digital infrastructure. Europe follows closely, driven by the growing health and wellness trend and supportive government initiatives promoting physical activity. The Asia Pacific region is emerging as a lucrative market, with a rising middle class, increasing disposable incomes, and a growing awareness of health and fitness. Latin America and the Middle East & Africa are also witnessing steady growth, albeit at a slower pace, as digital adoption in the fitness sector gains momentum. These regional trends underscore the global nature of the market and highlight the diverse opportunities for software providers worldwide.



    Component Analysis



    The gym member retention software market is segmented by component into software and services, each playing a crucial role in the overall ecosystem. The software segment, which includes standalone platforms and integrated solutions, accounts for the largest share of the market. These platforms offer a comprehensive suite of tools for member management, communication, analytics, and engagement. The de

  11. Health club membership in the UK by type 2025

    • statista.com
    Updated Jul 15, 2025
    + more versions
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    Statista (2025). Health club membership in the UK by type 2025 [Dataset]. https://www.statista.com/statistics/1560017/gym-members-by-type-uk/
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    Dataset updated
    Jul 15, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2025
    Area covered
    United Kingdom
    Description

    In 2025, there were over **** million gym members across the United Kingdom, of which over **** million were members of private gyms. In that same year, there were over ***** gyms across the UK.

  12. Health and Fitness Club Market Analysis | Industry Trends, Size & Forecast...

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Sep 19, 2025
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    Mordor Intelligence (2025). Health and Fitness Club Market Analysis | Industry Trends, Size & Forecast Report 2030 [Dataset]. https://www.mordorintelligence.com/industry-reports/health-and-fitness-club-market
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Sep 19, 2025
    Dataset provided by
    Authors
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2020 - 2030
    Area covered
    Global
    Description

    The Health and Fitness Club Market Report is Segmented Into Service Type (Membership Fees, Personal Training & Instruction, Other Service Type), Business Model (Independent Clubs, Chained Clubs), End-User (Male, Female), and Geography (North America, Europe, Asia-Pacific, South America, Middle East and Africa). The Market Forecasts are Provided in Terms of Value (USD).

  13. F

    Fitness Club & Gym Management Software Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated May 15, 2025
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    Archive Market Research (2025). Fitness Club & Gym Management Software Report [Dataset]. https://www.archivemarketresearch.com/reports/fitness-club-gym-management-software-557277
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    ppt, pdf, docAvailable download formats
    Dataset updated
    May 15, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global Fitness Club & Gym Management Software market is experiencing robust growth, driven by the increasing adoption of technology in the fitness industry and the rising demand for efficient operational management. The market, estimated at $2.5 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 12% from 2025 to 2033. This growth is fueled by several key factors, including the need for streamlined member management, improved class scheduling and booking systems, enhanced data analytics for business insights, and the rising popularity of cloud-based solutions offering scalability and accessibility. Furthermore, the increasing focus on personalized fitness experiences and the integration of wearables and health tracking data into these software platforms are contributing to market expansion. The market segmentation reveals a significant preference for cloud-based solutions over on-premises systems, reflecting the industry's shift towards flexible and cost-effective technology. Small and medium-sized businesses constitute a large portion of the market, although large enterprises are also increasingly adopting these solutions to manage their extensive operations. The competitive landscape is characterized by a blend of established players and emerging startups, each striving to offer innovative features and comprehensive solutions to cater to the evolving needs of fitness businesses. Geographic expansion is another prominent factor contributing to market growth. North America currently holds the largest market share, followed by Europe and Asia Pacific. However, emerging economies in Asia Pacific and other regions present significant growth opportunities. The market is expected to witness increasing consolidation through mergers and acquisitions, driving innovation and enhancing the offerings of key players. Challenges, such as data security concerns and the need for ongoing software maintenance, need to be addressed to ensure sustained growth. Despite these challenges, the long-term outlook for the Fitness Club & Gym Management Software market remains highly positive, fueled by continuous technological advancements and the increasing demand for sophisticated management tools within the fitness industry.

  14. F

    Health and Fitness Club Market Share & Size: Growth Trends in America,...

    • fundamentalbusinessinsights.com
    Updated May 18, 2025
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    Fundamental Business Insights and Consulting (2025). Health and Fitness Club Market Share & Size: Growth Trends in America, Europe, & APAC 2025-2034 [Dataset]. https://www.fundamentalbusinessinsights.com/industry-report/health-and-fitness-club-market-18337
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    Dataset updated
    May 18, 2025
    Dataset authored and provided by
    Fundamental Business Insights and Consulting
    License

    https://www.fundamentalbusinessinsights.com/terms-of-usehttps://www.fundamentalbusinessinsights.com/terms-of-use

    Area covered
    United States
    Description

    The global Health and Fitness Club Market size is predicted to reach USD 20.53 billion by 2034, up from USD 9.42 billion in 2024, reflecting a CAGR of over 8.1% during the forecast period from 2025 to 2034. Major industry players include CLUB4 Fitness, GOLD'S GYM, Life Time, Inc, CrossFit, LLC, The Bay Club Company, Equinox, Crunch Fitness, Basic-Fit, Planet Fitness Inc, Self Esteem Brands, LLC,.

  15. Average number of health club visits in the U.S. 2019-2024

    • statista.com
    Updated Nov 26, 2025
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    Statista (2025). Average number of health club visits in the U.S. 2019-2024 [Dataset]. https://www.statista.com/statistics/246959/share-of-us-population-with-health-club-membership/
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    Dataset updated
    Nov 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    Gym members in the United States visited their fitness club an average of 79 times in 2024. This marked a slight decline from the figure a year prior, but was also significantly below the pre-pandemic figure of almost 120 average visits in 2019.

  16. Gym Management Software Market Analysis, Size, and Forecast 2025-2029: North...

    • technavio.com
    pdf
    Updated Dec 17, 2024
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    Technavio (2024). Gym Management Software Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, Spain, and UK), APAC (China, India, and Japan), and South America (Brazil) [Dataset]. https://www.technavio.com/report/gym-management-software-market-industry-analysis
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    pdfAvailable download formats
    Dataset updated
    Dec 17, 2024
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2025 - 2029
    Area covered
    Canada, United States
    Description

    Snapshot img

    Gym Management Software Market Size 2025-2029

    The gym management software market size is forecast to increase by USD 201.5 million, at a CAGR of 12.5% between 2024 and 2029.

    The market is experiencing significant growth, driven by the increasing number of fitness centers and health clubs worldwide. This expansion is fueled by the rising demand for efficient and streamlined gym operations, as well as the growing trend towards digitalization in the fitness industry. However, this market also faces challenges, with data privacy emerging as a major concern. With the increasing use of technology in gym management, ensuring the security and protection of members' personal information is crucial. Navigating this data privacy landscape requires a robust and transparent approach from gym management software providers.
    As the market continues to evolve, companies must prioritize data security while also offering innovative features to differentiate themselves and meet the evolving needs of fitness businesses.
    

    What will be the Size of the Gym Management Software Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The market continues to evolve, with dynamic market activities unfolding across various sectors. Seamlessly integrated solutions enable attendance tracking, appointment booking, studio management, progress monitoring, gym analytics, global deployment, class scheduling, personal training management, user experience (UX), subscription management, data encryption, social media integration, pricing models, inventory management, and more. Scheduling optimization and multi-location support are crucial features for gym operators managing multiple facilities. Group class management, data visualization, and training and onboarding ensure effective workouts and member engagement. Support services, wearable device integration, and biometric integration offer enhanced functionality and convenience. Maintenance and support, fitness assessments, security features, API integrations, payment processing, data backup, and membership tracking are essential components for gym management software.

    HIPAA compliance, user interface (UI), payroll integration, cross-platform compatibility, performance benchmarking, and cloud-based solutions cater to the evolving needs of the industry. Real-time data, reporting and analytics, member management, access control, nutrition tracking, software updates, and marketing automation are features that help gym operators make data-driven decisions and improve overall performance. Compliance with data privacy regulations such as GDPR and HIPAA, staff management, lead generation, equipment tracking, resource allocation, and customer feedback are essential for maintaining a successful gym business.

    How is this Gym Management Software Industry segmented?

    The gym management software industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Application
    
      Gyms and health clubs
      Sports clubs
    
    
    Deployment
    
      Cloud-based
      On-premises
    
    
    Functionality
    
      Membership Management
      Scheduling and Booking
      Billing and Payments
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        Spain
        UK
    
    
      APAC
    
        China
        India
        Japan
    
    
      South America
    
        Brazil
    
    
      Rest of World (ROW)
    

    By Application Insights

    The gyms and health clubs segment is estimated to witness significant growth during the forecast period.

    In the dynamic fitness industry, gym management software has emerged as a crucial tool for gyms and health clubs to streamline their operations and enhance member experiences. This software facilitates scheduling optimization, ensuring efficient use of resources and reducing wait times. Multi-location support caters to gym chains, enabling seamless management across multiple facilities. Group class management simplifies the process of organizing and tracking classes, while data visualization offers valuable insights into gym analytics. Training and onboarding tools help new members get acclimated, and support services ensure that any issues are promptly addressed. Integration with wearable devices and biometric systems allows for advanced fitness assessments and personalized workouts.

    Maintenance and support features keep equipment in optimal condition, and security measures protect sensitive member data. API integrations enable seamless data exchange with third-party applications, while payment processing and data backup ensure smooth financial transactions and data security. Attendance tracking, appointment booking, and studio management tools provide a more org

  17. d

    Health Club Filings

    • catalog.data.gov
    • data.ny.gov
    Updated Sep 14, 2025
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    data.ny.gov (2025). Health Club Filings [Dataset]. https://catalog.data.gov/dataset/health-club-filings
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    Dataset updated
    Sep 14, 2025
    Dataset provided by
    data.ny.gov
    Description

    Each row describes a Health Club that has submitted proof of financial security in accordance with Article 30 of General Business Law.

  18. d

    Persons according to their membership or subscriptions to gyms or sports...

    • datos.gob.es
    • data.europa.eu
    Updated Jun 26, 2025
    + more versions
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    Ministerio de Educación, Formación Profesional y Deportes (2025). Persons according to their membership or subscriptions to gyms or sports clubs by level of education [Dataset]. https://datos.gob.es/en/catalogo/e05230301-personas-segun-su-pertenencia-como-miembros-o-abonados-a-gimnasios-o-clubs-deportivos-por-nivel-de-estudios
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    Dataset updated
    Jun 26, 2025
    Dataset authored and provided by
    Ministerio de Educación, Formación Profesional y Deportes
    License

    https://www.educacionyfp.gob.es/comunes/aviso-legal.htmlhttps://www.educacionyfp.gob.es/comunes/aviso-legal.html

    Description

    This section includes information on the Survey of Sports Habits in Spain, a structural statistical operation prepared by the Ministry as part of the National Statistical Plan. Aimed at people 15 years of age and older, its main purpose is to obtain indicators related to the sports habits of Spaniards. The sample design of the project has been carried out in collaboration with the National Institute of Statistics.

  19. Health club membership rate in metro areas in the U.S. as of April 2022

    • statista.com
    Updated Nov 26, 2025
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    Statista (2025). Health club membership rate in metro areas in the U.S. as of April 2022 [Dataset]. https://www.statista.com/statistics/1360445/gym-penetration-rate-metro-areas/
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    Dataset updated
    Nov 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jun 2021 - Apr 2022
    Area covered
    United States
    Description

    Over ********* of residents in San Francisco had a gym membership between June 2021 and April 2022. Meanwhile, the health club penetration rate in New York City stood at **** percent.

  20. Gym User Dropout Prediction Dataset

    • kaggle.com
    zip
    Updated Aug 3, 2025
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    Hassan Abdul-razeq (2025). Gym User Dropout Prediction Dataset [Dataset]. https://www.kaggle.com/datasets/hassanabdulrazeq/gym-user-dropout-prediction-dataset/data
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    zip(98088 bytes)Available download formats
    Dataset updated
    Aug 3, 2025
    Authors
    Hassan Abdul-razeq
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    Gym User Dropout Prediction Dataset

    Description

    This synthetic dataset simulates user behavior in a fitness application, designed to predict the risk of gym membership dropout based on attendance patterns and personal attributes. The dataset contains 10,000 realistic user profiles with features that influence gym retention, making it ideal for classification tasks in behavioral analytics.

    Key Features

    • Realistic distributions matching actual gym user behavior patterns
    • Complex feature interactions that simulate real-world decision-making
    • Controlled noise to mimic natural data variability
    • Balanced classes for effective machine learning modeling

    Potential Use Cases

    • Predicting at-risk users for retention interventions
    • Analyzing factors contributing to gym commitment
    • Developing personalized workout recommendations
    • Behavioral segmentation of fitness app users

    Dataset Characteristics

    • Number of instances: 10,000
    • Number of features: 8 predictive + 1 target
    • Missing values: No
    • Synthetic but realistic: Yes

    Columns Description

    FeatureTypeDescriptionValue Range
    user_idintUnique user identifier1-10000
    ageintUser's age18-60 (peaked at 25-40)
    gendercategoricalUser's genderMale/Female
    sessions_per_weekintWeekly gym attendance0-7 sessions
    avg_session_durationfloatAverage workout length in minutes10-120
    progress_scorefloatComposite fitness progress metric0-100
    mood_aftercategoricalPost-workout emotional stateEnergized/Neutral/Fatigued
    injurycategoricalReported workout injuriesNone/Knee/Back/Shoulder
    dropoutbinaryTarget variable - quit status0 (active)/1 (quit)

    Generation Methodology

    Data was programmatically generated with: 1. Base distributions matching real gym statistics 2. Logical correlations between features (e.g., more sessions → longer durations) 3. Non-linear relationships in target variable 4. Controlled noise injection (Gaussian + categorical variability)

    Suggested Evaluation Metrics

    For classification models: - Precision-Recall curves (class imbalance consideration) - F1 score - ROC AUC - Feature importance analysis

    License

    CC0: Public Domain (Free to use for any purpose)

    Acknowledgements

    Synthetic dataset created for machine learning education and benchmarking purposes. Inspired by real fitness app analytics challenges.

    Dataset Link

    gym_user_dropout_dataset.csv

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Statista (2025). U.S. fitness center/health club memberships 2000-2024 [Dataset]. https://www.statista.com/statistics/236123/us-fitness-center-health-club-memberships/
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U.S. fitness center/health club memberships 2000-2024

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16 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Nov 26, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Area covered
United States
Description

The number of members of fitness centers and health clubs within the United States has experienced a near continual increase between 2000 and 2024. In 2024, there were found to be around ** million members of fitness centers and health clubs within the U.S., the greatest number during the period of observation.

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