GITNUXSOFTWARE ADVICE
Wellness FitnessTop 10 Best Pole Studio Software of 2026
Compare pole studio software options and key tradeoffs for studios, including booking workflows and integrations like Vagaro and Glofox.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
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Vagaro is the best pole studio choice for teams that need booking plus session attendance tied to the same client record, since it keeps scheduling, staff calendars, and connected attendance reporting in one workflow, while Mindbody is a strong alternative for studios managing enrollments across multiple locations thanks to its class synchronization and consistent reporting.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Vagaro
Client-facing scheduling and session attendance data stay connected to the same customer record used for ongoing operations.
Best for: Fits when studios need appointment plus class scheduling with reliable attendance reporting.
Acuity Scheduling
Editor pickAPI-driven appointment creation and update flows with webhook-style event support for external studio systems.
Best for: Fits when a studio needs configurable class booking plus API-driven integrations.
Glofox
Editor pickWaitlist automation that converts overflow into scheduled spots while keeping class rosters and attendance records aligned.
Best for: Fits when studios need automated scheduling, attendance, and waitlist conversion without deep customization.
Comparison Table
Vagaro
SMBBooking platform for fitness, beauty, and wellness businesses with class scheduling.
Client-facing scheduling and session attendance data stay connected to the same customer record used for ongoing operations.
Vagaro’s scheduling covers staff availability, class sessions, and appointment booking with automated confirmations and reminders. Attendance capture is tied to sessions, which makes reporting consistent across drops in and recurring classes. Automated forms and policies can be attached to client onboarding flows so waiver collection fits the same client record used for scheduling.
A tradeoff appears in pole-specific workflows, because apparatus assignment and skill prerequisite enforcement require careful process design outside standard studio setup. Vagaro fits studios that run frequent group classes and need predictable scheduling plus attendance and reporting, while studios that heavily depend on apparatus-level choreography rules may need custom operational discipline.
- +One workflow for scheduling, attendance, and client records
- +Staff calendars support recurring classes and appointment bookings
- +Automated confirmations and reminders reduce manual follow ups
- +Reporting stays connected to the sessions clients actually attended
- –Pole-specific apparatus rules need process workarounds
- –Multi-location synchronization can be operationally complex to standardize
- –Advanced progression logic needs consistent staff data entry
- –Some governance controls rely on operational discipline
Front desk operators
Handle daily reschedules fast
Fewer missed sessions
Studio managers
Track class participation over time
Cleaner participation metrics
Show 2 more scenarios
Pole instructors
Prepare rostered class sessions
Lower coordination overhead
Instructors can view scheduled attendees linked to the session, reducing last-minute coordination.
Operations coordinators
Standardize intake and policies
Faster client readiness
Client onboarding can collect required forms so scheduling uses a ready profile for each student.
Best for: Fits when studios need appointment plus class scheduling with reliable attendance reporting.
Acuity Scheduling
SMBAppointment scheduling software used by independent instructors and studios.
API-driven appointment creation and update flows with webhook-style event support for external studio systems.
Acuity Scheduling maps studio offerings to services so classes and workshops can be booked through a single calendar with recurring rules. Studios can collect liability waiver details and other prerequisites using custom forms that attach to appointments. Notifications can be configured for confirmations, reminders, and cancellation events so students receive consistent messaging across booking changes.
Acuity Scheduling requires structured setup for multi-instructor and multi-location workflows because staff assignment and rules must be modeled through services, resources, and availability settings. It fits well for pole studios that want drop-in scheduling plus recurring class booking with integrations, such as syncing instructor schedules or class attendance tools.
- +Configurable booking workflows with deposits and appointment lifecycle notifications
- +Recurring class scheduling with per-service availability controls
- +Custom forms capture intake fields tied to each reservation
- +API supports programmatic appointment operations and event integrations
- –Class capacity and waitlist automation require careful configuration per service
- –Apparatus-specific inventory and maintenance workflows are not native constructs
Studio owners
Manage mixed drop-ins and recurring classes
Fewer manual booking tasks
Operations managers
Collect waivers and prerequisites on booking
Consistent pre-class compliance
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Software integrators
Sync bookings with external tools
Reduced double entry
The scheduling API and event callbacks support two-way coordination for scheduling data.
Multi-location studios
Control availability across locations
More accurate availability
Services and resource availability settings can represent location-specific capacity rules.
Best for: Fits when a studio needs configurable class booking plus API-driven integrations.
Glofox
SMBStudio management software for boutique fitness businesses with class scheduling and member apps.
Waitlist automation that converts overflow into scheduled spots while keeping class rosters and attendance records aligned.
Glofox manages pole studio bookings with an appointment calendar and recurring class scheduling built for ongoing class programs. It supports student and instructor rosters tied to classes, attendance capture, and progress views that help studios track outcomes over time.
Built-in waitlist automation helps studios convert sold-out class demand into scheduled spots. Glofox also centralizes key operational workflows like waiver collection and studio capacity controls across daily schedules.
- +Booking calendar supports recurring classes and ongoing studio schedules
- +Waitlist automation captures demand when capacity is exceeded
- +Attendance capture links directly to class records for reporting
- +Waiver workflow centralizes pre-visit compliance steps
- –Apparatus assignment workflows are limited for multi-apparatus pole setups
- –Multi-location synchronization adds overhead for consistent class naming
- –Instructor substitution handling is less granular than role-based scheduling needs
- –Advanced configuration takes time for complex prerequisite enforcement
Multi-location studio operators
Manage pole classes across multiple facilities
Shared operations visibility
Pole studio operations managers
Review utilization from attendance and memberships
Clear utilization insights
Show 2 more scenarios
Pole studio instructors and staff
Capture check-ins for recurring classes
More consistent attendance records
Record attendance events and tie them to members, sessions, and related programs.
Studios running ongoing programs
Schedule recurring pole group classes
Stable recurring timetable
Create repeatable class templates and publish schedules for ongoing programs with less rebuilding work.
Best for: Fits when studios need automated scheduling, attendance, and waitlist conversion without deep customization.
Mindbody
vertical specialistBooking and business management platform widely used by fitness studios including pole studios.
Multi-location class synchronization in the studio booking calendar supports consistent enrollments and attendance across branches.
Mindbody is a widely used studio management system that supports booking, billing, and attendance workflows across multiple locations. For pole studios, it provides class scheduling with capacity controls, student records tied to recurring memberships, and attendance reporting that can support progression and certification tracking.
- +Class booking calendar and attendance reporting stay in one workflow
- +Recurring membership tracking keeps ongoing commitments tied to students
- +Waitlist automation can reduce manual follow ups after full classes
- +Multi-location setup supports consistent operations across branches
- –Pole-specific features like apparatus assignment require careful workaround mapping
- –Choreography tracking and skill prerequisite enforcement need custom processes
- –Instructor substitution handling depends on operational discipline and scheduling rules
- –Progression reporting is only as good as staff tagging and form configuration
Pole studio owners and managers
Centralize client waivers and intake forms
Organized client onboarding records
Studio operators and front-desk teams
Check in members for classes
Less attendance reconciliation work
Show 2 more scenarios
Group fitness instructors and coaches
Run capacity-controlled class schedules
Coordinated scheduling to check-in
Publish schedules, control capacity, and link bookings to attendance for each session.
Membership coordinators
Manage recurring memberships and packages
Easier coordination of membership services
Track membership activity and schedule sessions alongside client records for smoother recurring services.
Best for: Fits when a pole studio needs strong scheduling and member workflows with consistent reporting across locations.
Zen Planner
SMBStudio management software for fitness businesses including class scheduling and billing.
Member entitlements connect to class schedules so check-in and attendance stay consistent across recurring and drop-in flows.
Zen Planner is built for studios that need a central booking calendar plus membership and class tracking in one workflow. It supports recurring membership management, drop-in scheduling, and attendance capture tied to specific classes and schedules.
- +Calendar-driven booking with attendance tied to each scheduled class
- +Recurring membership management keeps renewals and class entitlements coordinated
- +Student and staff workflows stay inside one operational system
- +Automation options cover common policy steps and operational follow-ups
- –Choreography tracking and apparatus-specific progress need careful configuration
- –Multi-room or partitioned apparatus scheduling can require extra operational discipline
- –Instructor substitution handling depends on how studios model schedules and roles
- –Advanced reporting for progression trends may require manual exports
Front-desk pole studio staff
Digitally collect waivers during registration
Less paper, cleaner attendance records
Multi-location pole studio operators
Run schedules and memberships by location
More consistent reporting across branches
Show 2 more scenarios
Pole studio administrators
Administer recurring classes and enrollment
Fewer manual roster updates
Create recurring timetables with capacity control and update changing schedules with fewer roster edits.
Pole studio lesson coordinators
Track private lessons and session usage
Clear view of package use
Coordinate private bookings and group classes while monitoring lesson activity and package usage.
Best for: Fits when a pole studio needs one system for bookings, memberships, and attendance workflows.
Pike13
SMBClient management and scheduling platform for fitness and instruction businesses.
Prerequisite enforcement driven by student skill level tags during class scheduling and enrollment.
Pike13 runs studio booking, class scheduling, and recurring membership management in one place for pole studios. It includes student progression tracking with skill level tagging so classes can be tied to prerequisites.
- +Skill level tagging links student progression to class prerequisite logic.
- +Waitlist automation reduces manual rebooking for sold-out sessions.
- +Apparatus assignment planning helps map classes to available equipment.
- +Attendance capture supports recurring membership and progress reporting.
- –Automation rules require careful class setup to avoid prerequisite edge cases.
- –Advanced multi-location synchronization adds operational overhead.
- –Reporting depth depends on consistent tagging and session metadata quality.
- –Integration options are limited for payroll workflows without additional tooling.
Studio operators and admins
Automate scheduling, attendance, and reporting workflows
Fewer manual corrections in records
Multi-instructor pole programs
Manage recurring sessions and substitutions
Clearer staffing coordination
Show 2 more scenarios
Membership and household studios
Maintain packages and grouped family accounts
Consistent client history
Keep client profiles, package history, and family-linked accounts in one system.
High-demand class schedulers
Run capacity limits and waitlists
Less manual roster management
Apply session capacity rules and automated waitlist processes to full classes.
Best for: Fits when studios need prerequisite-driven scheduling with waitlist handling and equipment-aware booking across regular classes.
ClassPass
SMBMarketplace and booking platform connecting studios with members for class attendance.
Studio attendance and cancellation flows linked to ClassPass scheduled session objects.
ClassPass supports class discovery and booking through its consumer experience, while studios receive a linked calendar flow for scheduled sessions and attendance tracking. Studios use instructor and class listings from the ClassPass integration layer to coordinate check-in and cancellation handling, which reduces manual cross-posting work. For multi-location studios, it can centralize demand intake while keeping each studio room and time slot separate in the operational calendar.
- +Booking funnel that drives recurring drop-in attendance volume
- +Centralized attendance capture tied to scheduled sessions
- +Operational calendar reduces manual channel duplication
- +Multi-location demand handling without separate consumer portals
- –Apparatus-specific workflows are limited inside the booking layer
- –Progression tracking depends on studio-side systems integration
- –Fine-grained prerequisite enforcement is constrained by booking events
- –Operational control maps to ClassPass event objects more than studio custom objects
Studio ops managers
Reduce manual drop-in scheduling overhead
Fewer no-shows
Multi-location studio owners
Coordinate demand across studios
Higher utilization
Show 2 more scenarios
Pole instructors
Know session headcount before class
Better class readiness
Instructor operations align to attendance captured per scheduled session in the ClassPass workflow.
Studio analysts
Report attendance trends
Clearer planning decisions
Attendance reporting follows booked sessions, enabling analysis of utilization by schedule slot and location.
Best for: Fits when studios need drop-in scheduling and attendance reporting across locations with minimal channel setup.
Momence
SMBClass booking and scheduling platform serving fitness studios and instructors.
Waitlist-driven enrollment management that automatically advances students when spots open.
Momence manages pole studio bookings, classes, and recurring memberships with a workflow centered on schedules, attendance, and student records. Its core studio tools support class signups, waitlist handling, and staff-facing visibility into what runs each day.
- +Booking calendar supports classes, packages, and recurring memberships together
- +Waitlist automation reduces manual rebooking for sold-out sessions
- +Student progression tracking stays connected to class attendance
- +Instructor assignment controls clarify who teaches each scheduled class
- –Pole-specific workflows like apparatus assignment require extra studio process
- –Choreography tracking needs custom tracking practices outside the core tools
Pole studio managers
Schedule classes and track attendance
Accurate class participation records
Pole instructors
Assign instructors to repeating classes
Consistent teaching coverage
Show 2 more scenarios
Pole studio front desk
Collect onboarding details and waivers
Forms attached to bookings
Capture intake information and digital waivers during client registration linked to bookings.
Pole studio event coordinators
Manage recitals and event attendance
Families receive event updates
Publish event updates and coordinate attendance alongside regular class schedules.
Best for: Fits when a pole studio needs scheduling, enrollment, and progression tracking without building custom systems.
PushPress
SMBGym and studio management software with class scheduling and member billing.
Student progression tracking connects training goals to ongoing participation data for instructors and staff.
PushPress centralizes pole studio operations with class scheduling, student attendance, and membership workflows built for movement studios. It pairs those basics with progression tracking that ties training to student goals and instructor expectations.
- +Progression tracking maps skill goals to ongoing student history.
- +Waitlist automation reduces manual rebooking and missed openings.
- +Studio booking calendar supports instructors, class timing, and capacity.
- +Attendance and membership tracking stay connected across recurring schedules.
- –App provisioning and multi-location coordination require careful setup.
- –Advanced choreography tracking is limited versus purpose-built curriculum tools.
- –App-specific reporting depth can feel narrow for finance-heavy workflows.
- –Instructor substitution flows need extra admin steps for edge cases.
Pole studio operators and coordinators
Run recurring classes with waitlists and attendance
More consistent class operations
Pole studio managers and coaches
Schedule instructors and private session rosters
Clear staff coverage
Show 2 more scenarios
Studio admin teams and onboarding staff
Onboard members using waivers and access status
Connected onboarding workflows
Track member records through waiver steps and access status as part of ongoing member administration.
Coaches and studio leadership
Review attendance patterns and training progress
Aligned progress tracking
Check workout completion, attendance trends, feedback, and member history for shared participation visibility.
Best for: Fits when a pole studio needs consistent booking, attendance, and student progression tracking in one system.
Perfect Gym
enterpriseGym and fitness club management software with scheduling and billing.
Progress tracking is connected to class attendance records so staff can review what students learned from their scheduled sessions.
Perfect Gym is a pole studio management tool built around scheduling, student tracking, and class operations in one workflow. It handles studio booking logistics for classes and events, plus recurring membership-style structures for ongoing attendance.
- +Booking-centric workflow keeps classes, sessions, and student actions aligned
- +Student records support structured progression tracking tied to attendance
- +Instructor administration reduces manual updates when scheduling changes
- +Operational reporting covers studio activity and utilization needs
- –Limited evidence of granular RBAC and studio-level permissions controls
- –Automations for waits, cancellations, and prerequisites feel less configurable
- –API and integration tooling are not prominent enough for deep systems work
- –Apparatus and maintenance tracking depth is not a primary focus
Pole studio booking coordinators
Schedule classes and personal training sessions
More organized booking administration
Fitness sales and membership teams
Track prospects and member engagement
More consistent follow-up
Show 2 more scenarios
Club operators and regional managers
Review attendance and occupancy reports
Shared view of activity
Analyze attendance, schedules, and membership activity using configured operational reports.
Multi-site studio operations managers
Standardize memberships and scheduling across locations
More consistent operations
Coordinate access, staff workflows, and reporting across multiple studios with consistent processes.
Best for: Fits when a pole studio needs calendar-first operations and student progression visibility without heavy custom integrations.
Conclusion
After evaluating 10 pole studio software, Vagaro 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.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right Pole Studio Software
Pole studio software typically blends class scheduling, attendance capture, and student progression visibility in one booking workflow. This buyer’s guide covers Acuity Scheduling, ClassPass, Vagaro, Mindbody, Glofox, Zen Planner, PushPress, Momence, Pike13, and Perfect Gym.
The tools in this set differ most in how they handle waitlist conversion, progression reporting, and apparatus-specific workflows for pole studios. Acuity Scheduling is the integration-focused option with API-driven appointment lifecycle updates. ClassPass and Mindbody shift the emphasis toward session objects and multi-location calendar synchronization.
Pole Studio Software for scheduling, enrollment automation, and student progression tracking
Pole studio software manages studio booking calendars for recurring classes and drop-in sessions while keeping attendance records tied to specific scheduled sessions. Core workflows often include waitlist automation, recurring membership entitlements, and attendance reporting that staff can use for ongoing studio operations.
Several options also connect student progression tracking to class participation data. PushPress links progression goals to ongoing participation history, and Perfect Gym ties progression visibility directly to class attendance records so staff can review what students completed during scheduled sessions.
Pole studio booking and progression capabilities to compare
Pole studio teams need a booking calendar that links each enrollment to a specific scheduled session, because attendance reporting depends on that session object rather than a generic class name. Student progression tracking also needs to attach to what happened in scheduled attendance records, because instructors use the results to plan prerequisites, retests, and reassessments across recurring and drop-in flows.
API-driven appointment and booking lifecycle updates
Acuity Scheduling supports API-driven appointment creation and update flows with webhook-style event support for external studio systems. This matters when pole studios want automated synchronization between their booking layer and separate systems for training, payroll, or access control.
Drop-in scheduling and cancellation flows tied to session objects
ClassPass ties studio attendance and cancellation flows to ClassPass scheduled session objects. This pairing reduces manual reconciliation for studios that run frequent drop-in traffic.
Multi-location class synchronization in the studio booking calendar
Mindbody provides multi-location class synchronization in the studio booking calendar so enrollments and attendance stay consistent across branches. This matters for pole studios standardizing class schedules while instructors and students move between rooms.
Waitlist automation that converts overflow into scheduled spots
Glofox automates waitlist conversion when capacity is exceeded and keeps class rosters and attendance aligned. This matters for pole studios that manage tight room capacity and want predictable fill rates.
Progression tracking linked to ongoing participation history
PushPress connects student progression tracking to ongoing participation data used by instructors and staff. Perfect Gym connects progression visibility to student records tied to class attendance so staff can review what students completed during scheduled sessions.
Prerequisite enforcement driven by student skill level tags
Pike13 supports prerequisite enforcement driven by student skill level tags during class scheduling and enrollment. This helps pole studios prevent enrollment into classes that require specific prior skills.
Choose based on integration depth and how automation touches your pole workflows
The first decision is whether booking operations must be controlled by external systems through an API, because Acuity Scheduling is built around API-driven appointment lifecycle updates and external event style synchronization. The second decision is which studio workflow needs the most automation pressure, because waitlist conversion, multi-location scheduling consistency, and progression-to-attendance linkage each have different implementation tradeoffs.
Map automation ownership between the booking tool and external studio systems
If automated synchronization must happen through API-driven appointment creation and update flows, Acuity Scheduling fits that integration pattern with webhook-style event support. If attendance and enrollment flows need to align to third-party scheduled session objects, ClassPass centers operations around ClassPass session objects.
Pick the enrollment pressure point for automation and reconciliation
If overflow management is the biggest operations drain, prioritize tools with waitlist automation that converts overflow into scheduled spots like Glofox and Momence. If progression evidence is the biggest audit trail requirement for instructors, prioritize progression tied to participation or attendance like PushPress and Perfect Gym.
Decide whether multi-location schedule consistency is a core requirement
If recurring classes must stay consistent across branches with enrollments and attendance synchronized, Mindbody provides multi-location class synchronization in the studio booking calendar. If multi-location standardization is acceptable but apparatus and choreography remain handled outside the booking layer, other tools can still work with tighter process discipline.
Validate how skill prerequisites are enforced during scheduling and enrollment
If prerequisite enforcement must be driven by student skill level tags during class scheduling and enrollment, Pike13 aligns scheduling logic to those tags. If skill prerequisites require studio-side processes and custom workflows, then tools like Mindbody and Zen Planner can work but typically require mapping rules outside native pole constructs.
Run a workflow test for pole-specific operational constructs
If pole studios rely on apparatus assignment or multi-apparatus inventory routines as native scheduling objects, Acuity Scheduling lacks native apparatus-specific inventory and maintenance constructs and will require external modeling. If apparatus-specific workflows are handled through workarounds and process discipline, tools such as Vagaro and Zen Planner can still support bookings and attendance with additional setup effort.
Who should use which Pole Studio Software approach
Pole studios benefit most when the booking calendar is aligned to the studio’s operational unit of scheduling, which is the specific scheduled session used for attendance. Studios then layer progression and prerequisites on top of that session-to-attendance linkage to reduce instructor rework.
Studios that integrate scheduling with external studio systems
Acuity Scheduling supports API-driven appointment creation and update flows with webhook-style event support, which suits studios coordinating training, access, or reporting systems outside the booking UI.
Studios running frequent drop-in scheduling with cross-channel session objects
ClassPass ties studio attendance and cancellation flows to ClassPass scheduled session objects, which reduces manual attendance reconciliation when drop-in volume is driven by that platform.
Multi-location studios that standardize enrollments and attendance across branches
Mindbody’s multi-location class synchronization in the studio booking calendar keeps enrollments and attendance consistent across branches, which reduces cross-room reporting drift.
Studios where sold-out sessions create the largest operational overhead
Glofox waitlist automation converts overflow into scheduled spots while keeping class rosters and attendance records aligned, which reduces manual rebooking and missed openings.
Studios that treat progression evidence as part of scheduling decisions
PushPress and Perfect Gym connect progression visibility to ongoing participation or attendance records, which helps instructors review what students completed and plan prerequisite-based next steps.
Common selection mistakes for pole studio booking and progression
Studios often overestimate whether pole-specific workflows are native to booking tools, especially for apparatus assignment, apparatus-specific inventory, and choreography tracking. They also underestimate the configuration effort needed when automation depends on service-level capacity rules or consistent class naming across locations.
Buying a tool that automates waitlists but does not preserve roster and attendance alignment during conversion
Glofox and Momence focus on waitlist conversion into scheduled spots while keeping rosters and attendance records aligned, which prevents post-conversion cleanup.
Assuming apparatus assignment and maintenance scheduling are first-class scheduling constructs
Acuity Scheduling does not provide native apparatus-specific inventory and maintenance workflows, and Vagaro and Glofox have limited apparatus-specific workflows, so apparatus work often needs studio-side process design.
Treating multi-location synchronization as a free capability instead of an operational discipline
Mindbody supports multi-location class synchronization in the booking calendar, while ClassPass and Vagaro can require additional standardization work because apparatus and progression practices often live outside the booking layer.
Skipping a prerequisite enforcement test before committing to a scheduling workflow
Pike13 drives prerequisite enforcement using student skill level tags, while tools that require workaround logic for skill prerequisites can produce edge cases unless classes are configured with consistent rules.
How We Selected and Ranked These Tools
We evaluated Acuity Scheduling, ClassPass, Vagaro, Mindbody, Glofox, Zen Planner, PushPress, Momence, Pike13, and Perfect Gym using features to cover booking, attendance, waitlists, and progression workflows. Ease and value each carried 30% weight to reflect how configuration affects recurring class delivery, check-in, and attendance alignment.
Feature scoring focused on automation coverage such as waitlist conversion and lifecycle updates that keep rosters and attendance records consistent. Acuity Scheduling ranked first because its API-driven appointment creation and update flows plus webhook-style event support for external studio systems provide deeper integration and automation surface than the other tools.
Frequently Asked Questions About Pole Studio Software
Which pole studio software supports API-based integrations?
How do pole studio platforms enforce skill prerequisites and apparatus assignments?
When does ClassPass make more sense than a studio-owned booking system?
What breaks if progress records are not linked to attendance?
Which platform suits a pole studio with multiple locations?
How do waitlists differ across pole studio software platforms?
What security and access controls should administrators assess before deployment?
What data should a studio prepare before migrating to new pole studio software?
Where does an all-in-one platform fall short compared with an API-focused system?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
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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