Commissioned Research
Top 10 Best Gym Membership Tracking Software of 2026

GITNUXSOFTWARE REVIEW

Wellness Fitness

Top 10 Best Gym Membership Tracking Software of 2026

Compare gym membership tracking software options for gyms, covering features, pricing factors, and fit for different member management workflows.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page. This does not influence our reviews. Editorial policy

Gym membership tracking software connects billing, attendance, and class scheduling to a shared member data model, so teams can reduce manual reconciliation and keep policies consistent. This comparison focuses on how major platforms handle subscriptions, payments, workflow automation, and reporting so operators can weigh fit for gym operations against integration and extensibility needs.

Virtuagym is the best choice for gyms that need governed membership lifecycle automation tied to attendance and access checks, since its event-driven rules update member status and downstream outcomes from integration events, while Mindbody fits class-based studios that want consistent status across scheduling and check-in flows thanks to its API-first integrations.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

Virtuagym

Event-driven membership workflow rules update member status and downstream access outcomes from integration events.

Best for: Fits when gyms need governed membership lifecycle automation tied to attendance and access checks.

2

Mindbody

Editor pick

API-first integration surface that ties member enrollment, scheduling, and check-in events into external systems.

Best for: Fits when class-based studios need membership lifecycle management tied to attendance and strong integration options.

3

Zen Planner

Editor pick

Membership management with built-in automation rules that propagate status changes across member records and staff workflows.

Best for: Fits when staff need consistent member lifecycle administration plus check-in driven access control.

Comparison Table

1
VirtuagymBest overall
vertical specialist
9.0/10
Overall
2
enterprise
8.8/10
Overall
3
vertical specialist
8.6/10
Overall
4
vertical specialist
8.3/10
Overall
5
vertical specialist
8.1/10
Overall
6
vertical specialist
7.7/10
Overall
7
enterprise
7.6/10
Overall
8
vertical specialist
7.0/10
Overall
9
vertical specialist
6.9/10
Overall
10
6.7/10
Overall
#1

Virtuagym

vertical specialist

Fitness business software for memberships, scheduling, payments, coaching, and client engagement.

9.0/10
Overall
Features9.0/10
Ease of Use9.0/10
Value9.0/10
Standout feature

Event-driven membership workflow rules update member status and downstream access outcomes from integration events.

Virtuagym centralizes member lifecycle management with workflow states for active membership, paused periods, and end-of-term scenarios. It connects attendance tracking with member profiles so staff can validate participation and verify access behavior tied to membership rules. Integrations cover payment-gateway events and external access systems so renewals and check-in outcomes stay consistent across tools.

A key tradeoff is that higher automation and integration depth require configuration of rules and event mappings across membership states and access events. It fits teams that need repeatable operational governance for membership changes and attendance reporting, not just basic tracking screens. In settings with multiple locations, standardized workflows reduce manual reconciliation when freezes, holds, and cancellations overlap with class schedules.

Pros
  • +Lifecycle workflows handle freezes, holds, and cancellations with clear status tracking
  • +Attendance and check-in events stay linked to member profiles for operational traceability
  • +Integration and API surface supports event-driven updates and system handoffs
  • +Automation reduces manual follow-ups for renewals and failed-payment recovery
Cons
  • –Advanced automation requires setup of membership rules and event mappings
  • –Multi-system reporting can require extra export logic for custom analytics
  • –Role-specific permissions need careful planning for staff workflow boundaries
  • –Some operational edge cases depend on how upstream integrations emit events
Use scenarios
  • Membership operations teams

    Automate holds and cancellations workflow

    Fewer manual status corrections

  • Front desk managers

    Verify access against membership status

    Lower check-in exceptions

Show 2 more scenarios
  • Systems and integrations admins

    Sync memberships with external platforms

    Reduced reconciliation work

    API and integration events keep renewals and failed payment states aligned.

  • Retention analysts

    Report churn and delinquency patterns

    Clearer retention drivers

    Lifecycle outcomes combine with attendance behavior for retention reporting inputs.

Best for: Fits when gyms need governed membership lifecycle automation tied to attendance and access checks.

#2

Mindbody

enterprise

Gym management software for memberships, billing, bookings, marketing, and staff operations.

8.8/10
Overall
Features8.8/10
Ease of Use8.8/10
Value8.8/10
Standout feature

API-first integration surface that ties member enrollment, scheduling, and check-in events into external systems.

Mindbody is a gym membership tracking system focused on class-centric operations and cross-channel member experiences. It supports member enrollment and membership status tracking tied to recurring payments, scheduling, and attendance workflows used by studios and fitness groups.

Admins can manage membership renewals, freezes, and cancellations through configurable membership rules and operational dashboards. Built-in API access and automation options connect check-in, class booking, and POS-adjacent workflows so operations stay synchronized across systems.

Pros
  • +Membership status tracking stays consistent across scheduling and check-in flows
  • +Extensible API supports integration work for check-in and operational synchronization
  • +Membership renewals and changes can be handled without manual spreadsheet reconciliation
  • +Strong reporting for attendance and membership lifecycle outcomes
Cons
  • –Access control and RBAC configuration requires careful setup for staff roles
  • –Advanced automation often depends on implementation knowledge and integration scope
  • –Some lifecycle edge cases need operational workarounds during failed payments
  • –Deep POS pairing coverage can require separate connectors to match workflows
Use scenarios
  • Membership studio operators

    Administer dues and package sessions

    Services stay coordinated

  • Wellness operations managers

    Review attendance and utilization trends

    Schedules become data-informed

Show 2 more scenarios
  • Fitness and Pilates studio operators

    Publish classes and manage capacity

    Attendance workflow stays synced

    Publish class schedules, handle capacity limits, and connect bookings through attendance check-in workflows.

  • Personal training providers

    Coordinate appointments with staff availability

    Staff capacity stays managed

    Manage individual training appointments and other bookable services through scheduling workflows linked to member activity.

Best for: Fits when class-based studios need membership lifecycle management tied to attendance and strong integration options.

#3

Zen Planner

vertical specialist

Membership management software for fitness businesses, martial arts schools, and wellness facilities.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Membership management with built-in automation rules that propagate status changes across member records and staff workflows.

Zen Planner is a gym membership tracking system built around staff workflows for enrollment, scheduling context, and member history. It centralizes membership status tracking and recurring billing administration with automations for lifecycle changes like freezes and cancellations.

Staff can run check-in tracking workflows and manage access rules tied to a member’s plan, attendance, and account activity. The product also supports integrations for payments, POS connections, and attendance data movement to third-party systems.

Pros
  • +Membership status tracking is built into day-to-day staff operations
  • +Automations cover common lifecycle changes like holds and cancellations
  • +Check-in tracking workflows align with access decisions at the member level
  • +Integration connectors support data flow to payments and POS systems
Cons
  • –Automation rules require careful configuration to avoid account-state errors
  • –Extensibility depends on add-ons and integration availability for specific systems
Use scenarios
  • Boutique gym owners

    Centralize memberships and recurring billing

    Member status stays traceable

  • Personal training coaches

    Track clients and coaching history

    Coaching follow-through improves

Show 2 more scenarios
  • Martial arts schools

    Manage students with attendance history

    Student administration centralizes

    Maintain student profiles with class schedules, attendance histories, and instructor notes plus progress records.

  • Dance studio operators

    Run private lesson packages

    Package usage is trackable

    Coordinate private lessons, recurring bookings, and attendance while monitoring session usage for packages.

Best for: Fits when staff need consistent member lifecycle administration plus check-in driven access control.

#4

PushPress

vertical specialist

Gym management software for memberships, payments, scheduling, communication, and workout businesses.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Event-driven member communications tied directly to membership lifecycle state changes, so emails reflect current enrollment status.

PushPress tracks gym memberships from lead intake through recurring billing status and membership lifecycle updates. Check-in flows can connect to staff workflows for class attendance capture and member access events.

Pros
  • +Member lifecycle tracking links enrollment changes to downstream check-in visibility
  • +Automated communications trigger off membership status events like renewals and cancellations
  • +Attendance capture supports consistent reporting across staff and facility workflows
  • +Admin configuration reduces manual reconciliation for membership status updates
Cons
  • –More complex membership rules can require careful configuration of enrollment settings
  • –Customization of edge-case membership flows depends on available workflow options
  • –Deep POS and accounting parity is limited compared with tools built for accounting-first ops
  • –Advanced reporting is strongest around core membership status rather than bespoke KPIs
Use scenarios
  • Fitness business administrators

    Track membership changes and dues

    Records stay aligned

  • Coaches and gym operators

    Review workout attendance and progress

    Participation view improves

Show 2 more scenarios
  • Gym billing administrators

    Recover failed or overdue payments

    Manual dunning decreases

    Monitor failed payments and run automated retry and follow-up workflows tied to membership payment status.

  • Front-desk teams

    Capture attendance through check-in

    Check-in becomes faster

    Run staff or mobile check-in flows tied to member profiles and classes to reduce manual attendance entry.

Best for: Fits when gyms need membership status tracking plus automated member communications tied to lifecycle events.

#5

Glofox

vertical specialist

Fitness business software for memberships, payments, scheduling, and branded member apps.

8.1/10
Overall
Features8.1/10
Ease of Use8.2/10
Value8.0/10
Standout feature

Lifecycle automation ties membership status changes to downstream communications and operational follow-ups.

Glofox supports recurring schedules through class booking and attendance tracking, and it connects those events back to member records for consistent membership status reporting. Operational check-ins can be done via mobile and staff workflows, and the member profile centralizes history for renewals, holds, and cancellations. Automation is strongest around membership lifecycle events and member communications that follow status changes.

Pros
  • +Attendance tracking tied back to member records for lifecycle context
  • +Class booking workflows support ongoing roster management
  • +Membership renewals automation reduces manual follow-ups
  • +Operational check-in flows reduce desk-time discrepancies
Cons
  • –Integration depth varies and often needs careful setup coordination
  • –Advanced automation rules can require admin time to maintain
Use scenarios
  • Front-desk operations teams

    High-volume check-ins for members

    Fewer mismatches at check-in

  • Coaching teams

    Class rosters with attendance capture

    Cleaner roster and follow-up

Show 1 more scenario
  • Membership managers

    Renewal and churn prevention

    More consistent renewal outreach

    Renewals automation triggers communications based on membership status rather than manual reminders.

Best for: Fits when gym teams need linked check-ins, class rosters, and membership status tracking.

#6

Wodify

vertical specialist

Fitness business software for memberships, payments, performance tracking, scheduling, and member engagement.

7.7/10
Overall
Features7.7/10
Ease of Use7.7/10
Value7.7/10
Standout feature

Lifecycle-driven access control that ties member status changes to check-in behavior in staff workflows.

Wodify manages membership enrollment, membership status tracking, and lifecycle transitions like holds, freezes, and cancellations with staff-visible effects on check-in and member screens.

Pros
  • +Member lifecycle states connect directly to operational check-in screens
  • +Programs like memberships and packages support practical day-to-day enrollment changes
  • +Staff workflows keep attendance and member status aligned for reporting
  • +Administrative views help reduce errors during freezes, holds, and cancellations
Cons
  • –Turnstile or key fob access workflows require tighter integration planning
  • –Advanced automation depends on configuration discipline across membership rules
  • –Reporting depth can lag tools that focus on analytics-first operations
  • –API extensibility and custom data sync are less central than in developer-first tools
Use scenarios
  • Gym membership operators

    Process recurring dues with participation

    Processing stays consistent

  • Fitness businesses onboarding new members

    Digitize onboarding and waivers

    Paperwork reduces

Show 2 more scenarios
  • Multi-location studio managers

    Coordinate instructors and facility schedules

    Staffing becomes clearer

    Organize trainer calendars, teaching assignments, and separate schedules across multiple facilities.

  • Busy studios with frequent sessions

    Manage peak-time check-in

    Attendance records stay cleaner

    Enable members to check in to scheduled sessions while staff verifies exceptions at the front desk.

Best for: Fits when member lifecycle handling must stay consistent with check-in operations and staff workflow views.

#7

Exercise.com

enterprise

Fitness business software for memberships, scheduling, payments, workouts, and client management.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Lifecycle-driven member status tracking that updates check-in and booking behavior automatically.

Exercise.com ties member lifecycle management to day-to-day operations by linking enrollment changes to check-in and scheduling workflows. Staff can run check-in flows for scheduled classes and track attendance against bookings, which supports operational reporting and downstream retention analytics. Integration options include payment gateway integration and accounting integration hooks for common gym workflows like dues collection and reconciliation.

Pros
  • +Member status changes propagate into scheduling and attendance workflows
  • +Admin roles reduce front-desk and trainer action mix-ups
  • +Built-in automation covers renewals, freezes, and membership holds
  • +Reporting links enrollment outcomes to operational attendance patterns
Cons
  • –Access rules require careful configuration to match each check-in method
  • –Some integrations depend on external systems and setup ownership
  • –Complex package and program setups can take time to model
  • –Governance of staff permissions takes ongoing review during team changes
Use scenarios
  • Gym owners and operators

    Keep enrollment changes aligned to access

    Fewer access and attendance mismatches

  • Front desk and operations managers

    Run check-in with fewer manual lookups

    Faster check-in throughput

Show 2 more scenarios
  • Membership billing teams

    Handle renewals and delinquency workflows

    Lower delinquency leakage

    Coordinate recurring payments events with membership status so follow-ups match the latest payment state.

  • Personal training program admins

    Track sessions against packages

    Cleaner package utilization records

    Map training sessions and attendance to member entitlements to maintain accurate usage visibility.

Best for: Fits when multi-staff teams need lifecycle-driven class and access coordination without spreadsheet work.

#8

Hapana

vertical specialist

Fitness studio management software for memberships, payments, scheduling, marketing, and reporting.

7.0/10
Overall
Features7.0/10
Ease of Use7.0/10
Value7.0/10
Standout feature

Lifecycle-driven access gating ties check-in behavior to membership status changes across renewals and failures.

Hapana is gym membership tracking software aimed at keeping member lifecycle steps consistent across enrollment, renewals, and status changes. It focuses on membership status tracking workflows that connect administrative actions to member records, with tools for recurring-payment events and related recovery steps.

Pros
  • +Clear membership status tracking workflow tied to member records
  • +Check-in tracking flows are designed around membership access states
  • +Renewal and payment event handling supports routine operations
  • +Retention and delinquency reporting is oriented to lifecycle outcomes
Cons
  • –Turnstile integration depth is limited versus gym-first check-in suites
  • –Automation breadth for edge cases like freezes and cancellations can be narrow
  • –Class booking and waitlist workflows are not as comprehensive as event-first tools
  • –Role separation and audit-level governance controls appear less detailed
Use scenarios
  • Fitness business administrators

    Manage recurring membership billing

    Billing matches membership

  • Front-desk teams

    Support booking and attendance check-ins

    Attendance records improve

Show 2 more scenarios
  • Gym owners and managers

    Examine attendance and studio utilization

    Operational visibility increases

    Review booking and visit history to evaluate attendance patterns and measure scheduled session usage.

  • Yoga and boutique studio managers

    Run repeat class schedules and rosters

    Calendar stays consistent

    Set up repeat class schedules and manage bookings and rosters while keeping attendance linked to bookings.

Best for: Fits when a gym needs consistent membership status tracking and renewals without heavy POS-led workflows.

#9

TeamUp

vertical specialist

Fitness management software for memberships, class scheduling, payments, and customer management.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Unified class booking and attendance history per member, so membership status and participation stay traceable in the same record.

TeamUp runs membership enrollment, check-in tracking, and class booking in one workflow, with member records tied to sessions and attendance. It supports membership status tracking through package assignments and the recurring payment lifecycle, including hold and cancellation flows.

Pros
  • +Member profiles link directly to class booking and attendance records
  • +Membership status tracking stays aligned with package assignments and schedules
  • +Operational admin screens cover day-to-day staffing and session management
  • +Built-in check-in workflow supports quick attendance capture
Cons
  • –Automation depth depends on available integrations rather than a broad API surface
  • –Extensibility for bespoke member lifecycle rules is limited
  • –Reporting options can require exported data for advanced delinquency views
  • –Multi-location governance needs careful role configuration to avoid overlaps
Use scenarios
  • Health club operators

    Administer enrollment and attendance

    Lifecycle administration stays consistent

  • Gyms with access controls

    Align entry permissions with memberships

    Permissions stay synchronized

Show 2 more scenarios
  • Fitness studios running group programs

    Manage recurring class schedules and waitlists

    Capacity tracking improves

    Run recurring schedules with capacity rules, instructor assignments, bookings, waitlists, and attendance for group programs.

  • Gyms and martial arts schools

    Convert leads into active members

    Onboarding becomes connected

    Capture inquiries and move them into member records using digital waivers and consent steps.

Best for: Fits when one gym needs tight member lifecycle tracking tied to bookings and check-ins, without heavy custom automation.

#10

Gymdesk

SMB

Gym management software for memberships, billing, attendance, scheduling, and automated communication.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

Unified member lifecycle handling that keeps membership status consistent for staff during check-in and renewal follow-ups.

Gymdesk targets gym operators that need membership status tracking tied to access and day-to-day attendance workflows. It centers on managing member profiles, packages, and recurring dues so staff can see who is active, paused, or cancelled during check-in and follow-ups.

Pros
  • +Membership status tracking connects directly to front-desk check workflows
  • +Recurring dues management supports lifecycle changes like freezes and cancellations
  • +Member profiles keep packages and status visible for staff operations
  • +Integration-focused design reduces duplicate data between billing and check-in
Cons
  • –Advanced membership rules may require careful configuration to avoid edge-case drift
  • –Workflow depth for delinquency recovery can lag tools focused on payment operations
Use scenarios
  • Gym administrators

    Maintain recurring dues and member records

    Renewal work reduces

  • Front-desk staff and instructors

    Check in to sessions and manage rosters

    Roster discrepancies drop

Show 2 more scenarios
  • Gym and studio managers

    Create recurring group class schedules

    Schedules need less rework

    Build timetable-based classes with assigned instructors, rooms, capacity rules, and member bookings.

  • Gyms reducing front-desk workload

    Enable member booking and self-service actions

    Routine requests require less help

    Provide member-facing workflows for booking, check-in, and common account actions to reduce staff intervention.

Best for: Fits when gym teams need membership status visibility across check-in and renewals with integration-led automation.

Conclusion

After evaluating 10 gym membership tracking software, Virtuagym stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
Virtuagym

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Gym Membership Tracking Software

How do Virtuagym and Exercise.com update membership status based on operational events?
Virtuagym uses event-driven workflow rules that update member status and downstream access outcomes when integration events fire. Exercise.com ties lifecycle-driven member status tracking into check-in and booking behavior so enrollment changes propagate into participation without manual reconciliation.
Which tools treat check-in behavior as an access control outcome, not just attendance logging?
Wodify maps lifecycle states into check-in behavior through staff workflow configuration. Hapana applies lifecycle-driven access gating so check-in behavior reflects renewal and failure status changes.
What breaks if membership freezes and holds are configured without integration-level automation?
Glofox can keep front-desk staff workflows aligned with membership status only when operational check-ins trigger the intended renewal and communication flows. Gymdesk maintains consistent active or paused status during check-in and follow-ups only when recurring billing events and access-related data do not land in separate spreadsheets.
How do Mindbody and PushPress handle API access and data exchange for enrollment and check-in flows?
Mindbody exposes an API-first integration surface that ties member enrollment, scheduling, and check-in events into external systems. PushPress supports automation around membership state changes for communications, but Mindbody’s integration posture focuses more directly on connecting lifecycle events to outside workflows.
When data migration is required, which systems provide clearer pathways for moving member history and lifecycle state?
Zen Planner centralizes membership status tracking and recurring billing administration so staff workflow context stays consistent after imports. TeamUp ties membership records to sessions and attendance history, which makes migrated package assignments easier to validate against bookings and check-ins.
How do administrative controls differ between Zen Planner and TeamUp for multi-staff operations?
Zen Planner emphasizes staff workflows for enrollment, scheduling context, and member history with access rules tied to plan and account activity. TeamUp centralizes schedules, services, and access settings so front-desk staff can manage participation across membership status without jumping between tools.
What integration requirements usually matter most for class booking and attendance workflows tied to membership status?
Mindbody connects membership lifecycle management to scheduling and attendance through configurable membership rules and operational dashboards. Virtuagym focuses on attendance and access workflows tied to membership lifecycle changes through integration points with studio hardware.
How do Virtuagym and WellnessLiving-style lifecycle automations reduce delinquency handling gaps in membership renewals?
Virtuagym builds renewal and delinquency workflows around recurring payment events and configurable reminders so status changes reflect payment outcomes. Hapana targets membership operations and record hygiene by connecting recurring-payment events and recovery steps to check-in tracking workflows.
Where does TeamUp fall short if a gym needs custom reporting and automation beyond supported sync points?
TeamUp’s integration and automation depend on its supported sync points rather than custom-built reporting exports. That constraint can limit flexibility when data movement for membership analytics must follow an internal schema that TeamUp does not natively map.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Gym Membership Tracking Software

We see gym membership tracking software differ most in how it handles data accuracy over time and how much admin control you get when members change plans. The biggest separators are data model clarity, automation and API surface for updates, and admin and governance controls for who can change membership records.

Enrollment data quality and schema

Why it matters

Gym membership tracking only helps when member records stay consistent from signup through changes. Data model clarity reduces the mistakes that later show up as wrong status, dates, or plan terms.

How to check

During a demo, create two members with different plan lengths and start dates, then view the resulting record fields and date logic. Ask where edits to key fields are stored and whether the system preserves history or overwrites it.

Membership change history

Why it matters

Membership change history matters because gyms routinely adjust plans and dates after signup. You need auditability to explain why dues, access windows, or reporting results changed later.

How to check

Request that the demo team change a member’s plan and effective date after creation, then show what the system keeps before and after. Export the member record or history view and confirm you can reconstruct the timeline.

API and automation for updates

Why it matters

API and automation for updates matter when front-desk workflows, spreadsheets, or other systems need to stay in sync. A clear automation surface also helps reduce manual re-entry when you import corrections.

How to check

Ask if the product supports creating or updating members and membership terms via API, and whether there’s a sandbox or test environment. Have them describe the event flow by which changes propagate to status views or reports, then validate with a small test import.

Admin roles, approvals, audit log

Why it matters

Admin roles, approvals, and an audit log matter because membership edits affect billing terms, reporting, and access timing. Governance controls keep the right people making the right changes and provide evidence after disputes.

How to check

In a demo, set up at least two staff accounts with different permissions and attempt common actions (create member, edit plan dates, export reports). Confirm an audit log records who changed what and when, and whether approvals can be enforced for certain actions.

Current status views and reports

Why it matters

Current status views and reports matter because staff decisions happen in the moment, not in exports. Accurate membership status tracking reduces conflicting answers between staff screens and printed or exported lists.

How to check

Have them show the screen or report for “current membership” and filter by plan, active dates, and any suspended/ended conditions the system supports. Compare what you see in the app view to an export for the same timeframe to confirm consistency.

Red flags

  • Membership edits overwrite old terms with no readable timeline
  • API details stay vague or require manual screenshots to prove behavior
  • Staff permissions feel coarse, and the audit log doesn’t clearly show who changed membership terms

Fit by situation

  • If you frequently correct signup data and plan dates after creation, prioritize Membership change history.
  • If you need other systems or internal tools to push member updates, prioritize API and automation for updates.
  • If multiple staff roles touch member records daily, prioritize Admin roles, approvals, audit log.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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