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Customer Experience In IndustryTop 10 Best Personal Trainer Client Software of 2026
Editorial shortlist comparing personal trainer client software options like Everfit, PT Distinction, and Trainerize for coaching businesses and solo trainers.
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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Everfit is the best pick for solo coaches or small teams that need a client portal workflow because its reusable workout builder with media previews keeps prescriptions consistent across your roster, whereas PT Distinction fits coaches who run package-based delivery since onboarding feeds straight into session review and in-workout messaging.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Everfit
Workout builder with reusable exercise content and media previews that keeps session prescriptions consistent across a trainer roster.
Best for: Fits when a solo coach or small team needs a client portal workflow with consistent workout creation and messaging.
PT Distinction
Editor pickPackage-aligned client onboarding that feeds directly into session delivery and trainer review in one workflow.
Best for: Fits when coaches need package-based session management plus structured client messaging without heavy customization.
Trainerize
Editor pickClient portal execution combines workout assignments, session logging, and coach session notes in one continuous workflow.
Best for: Fits when studios need repeatable workout workflows, consistent session notes, and client portal execution at scale.
Comparison Table
Everfit
vertical specialistCoaching platform for workout programming, client messaging, progress tracking, and video review.
Workout builder with reusable exercise content and media previews that keeps session prescriptions consistent across a trainer roster.
Everfit provides a trainer-client workflow centered on exercise programming, client onboarding, and ongoing progress reviews through a web client portal. The workout builder supports structured sessions with reusable exercise content and media previews, which helps keep prescriptions consistent across a coach’s roster.
Everfit also supports session scheduling and automated client messaging so workout updates and adherence nudges can travel without manual copying. Admin tools focus on managing trainer settings and client access so trainers can run day-to-day operations without building custom back-office processes.
- +Workout builder reuses exercise content with consistent formatting and media previews
- +Client portal supports trainer-client messaging tied to active plans
- +Session scheduling reduces manual coordination and missed updates
- +Admin controls keep client access management within the app
- –Automation coverage can require setup to match every coach’s notification rules
- –Reporting depth for client adherence metrics is narrower than some workflow-first rivals
- –Advanced customization for nonstandard session flows needs process workarounds
- –Exercise library organization is less granular than tools built around large catalogs
Independent personal trainers
Standardize intake and onboarding records
Repeatable new-client setup
Small coaching teams
Review programs across multiple clients
Shared coaching workflow
Show 2 more scenarios
Personal trainers
Schedule sessions and link payments
Connected scheduling and credits
Coaches book recurring appointments while associating attendance with package usage and session credits.
Online fitness coaches
Deliver structured workout programs
Consistent client programming
Trainers build reusable prescriptions and assign structured sessions, then update them as clients progress.
Best for: Fits when a solo coach or small team needs a client portal workflow with consistent workout creation and messaging.
PT Distinction
vertical specialistPersonal training software for program design, habit tracking, client communication, and nutrition coaching.
Package-aligned client onboarding that feeds directly into session delivery and trainer review in one workflow.
PT Distinction is client- and trainer-facing coaching software built around structured onboarding, session management, and ongoing client communication. The workflow centers on delivering workouts and collecting session data from the client side, then consolidating notes and progress visibility for the trainer.
Training continuity is supported through repeatable session templates, package-oriented session tracking, and automation hooks for trainer-client messaging. Admin oversight is geared toward multi-client coach workflows with role controls and data export for ongoing client transitions.
- +Onboarding and session delivery flows stay consistent across client packages
- +Client-facing communication is embedded inside the workout and session workflow
- +Session note templates reduce missing fields during routine check-ins
- +Client data export supports handoffs when changing programs
- –Exercise setup work is front-loaded compared with link-and-go exercise libraries
- –Automation triggers can require configuration discipline to avoid reminder spam
- –Group training features are less direct than dedicated group-coaching tools
- –Wearable sync coverage is limited compared with systems built for device-first tracking
Independent trainers
Collect intake and waiver details
Fewer repeated data-entry
Online behavior coaches
Assign habits between appointments
Better continuity between sessions
Show 2 more scenarios
Injury-aware trainers
Adjust programs for restrictions
More traceable modifications
Coaches modify exercise prescriptions and document changes in a way tied to client history.
Nutrition coaching teams
Coordinate meal-plan targets
Repeatable nutrition guidance
Coaches create meal-plan templates, set nutrition targets, and review food entries during check-ins.
Best for: Fits when coaches need package-based session management plus structured client messaging without heavy customization.
Trainerize
vertical specialistPersonal training platform for client programming, messaging, progress tracking, and in-app payments.
Client portal execution combines workout assignments, session logging, and coach session notes in one continuous workflow.
Trainerize is built around repeatable programming workflows where workouts, exercises, and session notes stay connected through the client portal experience. Exercise selection and cueing rely on reusable exercise content with demonstrations, while workout plans can be updated between sessions without rebuilding from scratch. Client onboarding covers common intake steps like PAR-Q intake forms and intake data entry that populate the coach workflow. Messaging and reminders keep clients aligned with scheduled sessions and assigned workouts.
A key tradeoff is that advanced automation depends on how coaching staff use integrations and templates, so teams with highly custom data flows often need internal process design. Trainerize fits best when coaching workflows follow a consistent session cadence and clients can act on scheduled assignments inside the portal. It also works well for scaling from individual coaching to multi-coach studios when governance focuses on reusable content and standardized session documentation.
- +Workout builder uses reusable exercise content to reduce per-client rework
- +Client portal supports structured plan delivery and in-session logging
- +Session notes templates keep documentation consistent across coaches
- +Messaging and reminders tie directly to assigned workouts and sessions
- –Highly custom data workflows may require careful process mapping
- –Group training execution needs manual structure compared to dedicated group tools
- –Exercise content consistency depends on trainer curation of the library
- –Nutrition and advanced tracking depth can require add-on style workflows
Solo personal trainers
Weekly plan delivery with client logging
More consistent adherence
Small training teams
Standardized notes across multiple coaches
Cleaner audit trail
Show 2 more scenarios
Fitness studios
Onboarding intake to program assignment
Faster client onboarding
PAR-Q intake intake workflows feed setup steps that route clients into their assigned training blocks.
Adherence-focused coaches
Automated workout reminder cadence
Higher completion rate
Reminders prompt clients to complete assigned sessions, which supports stronger adherence metrics.
Best for: Fits when studios need repeatable workout workflows, consistent session notes, and client portal execution at scale.
Exercise.com
vertical specialistFitness business platform offering client management, workout creation, scheduling, and payments.
Exercise.com ties exercise prescriptions to a media-backed exercise library used directly in workout building.
Exercise.com fits trainers who need a client-facing hub plus back-office management for ongoing coaching. The workout builder is designed for repeated exercise selection and prescription changes, and the exercise library ties prescriptions to media for consistent cueing. Trainer-client messaging and client portal pages reduce the amount of off-platform coordination needed after scheduling and assignment.
- +Client portal keeps assignments, messages, and progress in one place
- +Exercise video demonstrations reduce coach time spent re-explaining movement cues
- +Workout builder supports iterative prescription updates across program phases
- +Reporting and exports support retention and adherence review without manual joins
- –Advanced customization of client forms and notes needs extra configuration
- –Some automation flows require coaching data to be set up consistently
Independent personal trainers
Ongoing coaching for a mixed client roster
Lower admin load and faster check-ins
Small training teams
Standardized session package delivery
More consistent programming across coaches
Show 1 more scenario
Boutique gyms
Coach workflows with retention analytics
Better visibility into client outcomes
Managers review adherence trends and export client data to support retention decisions.
Best for: Fits when trainers want a structured client portal plus workout builder with minimal off-platform coordination.
PTminder
vertical specialistClient management platform designed specifically for personal trainers to handle scheduling, payments, and workout programming.
Workout builder templates that standardize programming while keeping exercise video demonstrations attached to each plan.
PTminder is built around client records that link workouts, session notes, and progress inputs under one portal so coaches can review adherence and outcomes without switching systems. The workout builder is oriented toward repeatable planning, with exercise selection and video demonstrations that reduce re-entry work when building new plans. PAR-Q intake forms and trainer-client messaging help keep early onboarding and ongoing communication anchored to the client timeline.
- +Client portal ties sessions, notes, and tracking to one timeline
- +Workout builder templates reduce rework when repeating training phases
- +Exercise library includes video demonstrations for consistent cueing
- +Trainer-client messaging stays connected to the client’s workout history
- –Automation chains are limited for custom trigger logic across events
- –Deep reporting requires manual review for edge-case metrics
Solo personal trainers
Weekly sessions with repeatable plans
Less admin time each week
Small coaching teams
Multi-client onboarding and communication
Faster client starts
Show 1 more scenario
Coaches with higher client turnover
Consistent documentation for every visit
More consistent coaching records
Session note templates help produce uniform records even when client schedules vary.
Best for: Fits when solo coaches need consistent client portal workflows and repeatable programming without custom development.
My PT Hub
vertical specialistPersonal trainer software for client management, workout creation, scheduling, and payment processing.
Trainer-client messaging stays tied to the same client workout and session workflow used for logging.
My PT Hub targets personal trainers who need client-facing workout content plus session notes in one workflow, not just generic scheduling. Workout builder and client portal features support prescription delivery with media exercise demonstrations and structured logging during the trainer-client handoff.
- +Client portal keeps exercise prescriptions and media in one place
- +Trainer-client messaging supports coaching context between scheduled sessions
- +Session notes templates reduce rework across recurring visit types
- +Automated workout reminders help drive client adherence
- –Workout builder depth can feel limited for complex periodization blocks
- –Extensive setup choices require consistent configuration discipline
New-client personal trainers
Capture baseline health intake
Baseline captured in profile
Remote and hybrid coaches
Run check-ins between sessions
Follow-up without live appointments
Show 2 more scenarios
Independent training teams
Manage recurring coaching sessions
Organized coaching records
Trainers coordinate recurring appointments, attendance, and session notes tied to ongoing client programs.
Fitness businesses
Handle client payments in workflow
Fewer separate admin tasks
Payment workflows are integrated into client relationship management for recurring services.
Best for: Fits when a solo or small coaching team needs client portal delivery with reliable logging and reminders.
BridgeAthletic
vertical specialistStrength and conditioning platform for designing training programs and tracking athlete performance data.
Template-driven session note workflow that keeps documentation consistent across training periods and client updates.
BridgeAthletic is personal trainer client software built around a coach-to-client workout and progress workflow, with an emphasis on keeping client data organized across time. It provides guided client onboarding inputs and a structured way to capture session notes, body measurements, and media for progress reviews.
- +Client portal organizes workouts, check-ins, and progress media in one place
- +Session notes and templates speed consistent documentation across weeks
- +Automated reminders reduce missed workouts and late client responses
- +Onboarding forms standardize inputs before the first prescription
- –API and automation surface are not documented as deeply as some competitors
- –Group training management is limited compared with full cohort orchestration tools
Performance coaches
Individualize workouts from templates
Personalized programming
Sports medicine and analytics teams
Review wearable and session inputs
Less manual re-entry
Show 2 more scenarios
Outpatient rehabilitation clinicians
Create clinician-ready exercise plans
Trackable patient progress
Clinicians create routines with dosage, substitutions, progressions, and follow-up adjustments for patients.
Sports performance staff
Run weekly conditioning review
Repeatable weekly monitoring
Staff review assigned sessions, completion records, and workloads across recurring training cycles.
Best for: Fits when independent trainers want structured onboarding, repeatable session notes, and a clean client portal.
TrainingPeaks
vertical specialistEndurance coaching platform for planning workouts, analyzing training data, and managing athlete communication.
Block-based training plan organization that ties prescriptions to client execution and progression views.
TrainingPeaks is a coach-client client portal built around structured training plans and athlete progression reporting, with depth for endurance-style coaching workflows. The workout builder supports periodization blocks and training plan organization, while client-facing tracking captures sessions, adherence, and trends over time.
- +Periodization planning workflow fits block-based endurance coaching
- +Client portal displays plan execution and progression history over time
- +Training load style reporting supports trend-based coaching conversations
- +Workout builder supports repeatable structure across training cycles
- –Exercise-level customization for strength coaching can feel constrained
- –Advanced automation and integrations require careful configuration discipline
- –SOAP-style charting templates are not the primary workflow focus
- –Group training management is thinner than dedicated group platforms
Endurance personal coaches
Deliver scheduled workouts with guidance
Clear workout expectations
Endurance coaches
Assign multi-week training blocks
Repeatable weekly progression
Show 2 more scenarios
Training group coaches
Compare plan versus completed sessions
Informed weekly adjustments
Coaches review planned versus completed activities, notes, and performance trends to adjust weekly work.
Cycling coaches
Analyze power intervals and trends
Consistent power-based views
Coaches and cyclists examine recorded rides using intervals, zones, workload, and power trends.
Best for: Fits when coaches need plan-first management and client progression visibility for endurance or training cycles.
Virtuagym
vertical specialistFitness software for personal trainers and gyms offering client management, scheduling, workout plans, and payments.
Branded client portal plus structured onboarding helps standardize what clients see from first login through later session delivery.
Virtuagym organizes coach workflows around a branded client portal and a guided onboarding flow that tends to reduce setup back-and-forth between trainer and client. The workout builder supports multi-exercise session creation with exercise media and cue text, and it pairs those sessions with structured session notes for ongoing coaching.
- +Client portal includes onboarding and content delivery without extra coach steps
- +Workout builder supports media-rich exercise instructions inside sessions
- +Session notes and templates reduce repeated charting work
- +Client data export supports portability for trainer migration workflows
- –Exercise content authoring can feel heavy for small libraries
- –Group training features are less central than one-to-one coaching workflows
- –Advanced automation depends on how sessions and templates are structured
- –Some onboarding steps require consistent coach configuration discipline
Personal training providers
Assign workout plans with revisions
Consistent coach-updated plans
Fitness coaches
Review adherence and progression measures
Better adjustments from trends
Show 2 more scenarios
Fitness studio operators
Coordinate instructor-led schedules
Fewer booking conflicts
Operators schedule classes and appointments using instructor availability, recurring booking rules, and capacity controls.
Clubs with membership tiers
Control reservations and cancellations
Less manual intervention
Clubs apply membership eligibility, cancellation windows, waitlists, and attendance rules to bookings.
Best for: Fits when one-to-one coaches need a branded client portal, session notes, and tracking that stay consistent over training blocks.
TeamBuildr
vertical specialistStrength and conditioning software for coaches and trainers to program workouts and track athlete performance.
Trainer-managed client portal ties workout delivery and trainer-client messaging into a single client experience.
TeamBuildr provides a client portal where trainers can publish workouts and keep client communication in-band with plan updates.
- +Trainer-led workout assignment keeps delivery consistent across client cohorts
- +Exercise library reuse reduces re-entry time for common programming templates
- +Client portal supports plan visibility plus trainer-client messaging in one place
- +Team setup supports multi-trainer usage without duplicating client records
- –Automation coverage for reminders and adherence metrics is thinner than some competitors
- –Advanced reporting depth requires manual exports for deeper client reviews
Remote personal trainers
Deliver plans while collecting logs
Coaching stays continuous
Coaching teams
Coordinate shared caseloads
Clear staff coverage
Show 2 more scenarios
Schools and PE staff
Track cohort participation records
Structured participation tracking
Staff organize group activities and review attendance or engagement across classes, cohorts, or seasons.
Sports performance departments
Monitor athlete training participation
Consolidated training participation
Performance staff combine assigned training with athlete activity records and historical summaries for review.
Best for: Fits when trainers want a structured client portal and reusable workout library without heavy analytics customization.
Conclusion
After evaluating 10 personal trainer client software, Everfit 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 Personal Trainer Client Software
This buyer's guide covers personal trainer client software across PTminder, Exercise.com, Trainerize, PT Distinction, Everfit, My PT Hub, Virtuagym, BridgeAthletic, TeamBuildr, and TrainingPeaks. The tool reviews compare how each platform handles workout builder delivery, client portal workflows, and session logging so coaches can run repeatable training cycles.
The evaluation also checks integration depth and automation coverage through the practical lens of messaging tied to sessions, onboarding flows that feed delivery, and reporting that can handle edge-case client metrics. Where workflow models differ, PTminder and Trainerize are treated as portal-first execution tools while TrainingPeaks is treated as plan-first block management.
Personal Trainer Client Software for workout delivery, session logging, and client progress tracking
Personal trainer client software is built for structured client plan delivery plus the operational loop of workout assignment, session scheduling, and in-session or post-session logging. Platforms like Trainerize combine workout assignments, session logging, and coach session notes in one continuous client workflow, which reduces handoffs between prescription and documentation.
Personal trainer client software also functions as the client-facing execution layer for exercise instructions and coaching communication. Exercise.com ties exercise prescriptions to a media-backed exercise library used directly in workout building, and it keeps assignments, messages, and progress in a single client portal so coaches spend less time re-explaining movement cues.
Core mechanics that determine whether client delivery and logging stay consistent
Workout builder templates decide whether programming stays standardized across clients or must be rebuilt each time a new periodization block starts. PTminder and Trainerize both use reusable content workflows to reduce per-client rework and keep exercise media attached to the plan.
Client portal execution determines whether assignments, messaging, and session notes live on one continuous timeline or require off-platform coordination. Exercise.com and Trainerize keep assignments and progress visible inside the client portal so clients complete the same loop every week.
Workout builder reuse with exercise media attached
PTminder uses workout builder templates that keep exercise video demonstrations attached to each plan. Trainerize uses reusable exercise content so workout creation and in-session logging stay connected.
Client portal timeline that ties assignments, logging, and messaging
Trainerize combines workout assignments, session logging, and coach session notes in one continuous workflow. My PT Hub ties trainer-client messaging to the same client workout and session workflow used for logging.
Onboarding and package-driven session delivery workflow
PT Distinction aligns client onboarding to packages and feeds directly into session delivery and trainer review. PTminder also supports client portal workflows designed for repeatable programming when coaches reuse training phases.
Exercise-library backing that reduces cue re-explaining
Exercise.com ties exercise prescriptions to a media-backed exercise library used directly in workout building. Exercise.com also uses exercise video demonstrations inside client delivery to reduce coach time spent re-explaining movement cues.
Session notes consistency through templates and structured documentation
BridgeAthletic uses a template-driven session note workflow to keep documentation consistent across training periods and client updates. TeamBuildr speeds trainer-led documentation by pairing a trainer-managed client portal with reusable workout library delivery.
Pick the workflow model first, then validate automation, reporting, and extensibility
Personal trainer client software should match a coach’s operating rhythm. Portal-first execution tools reduce handoffs between prescription and documentation, while plan-first tools focus on block organization and progression views.
The safest selection method is to compare automation and reporting behavior around real edge cases like reminder timing or complex training blocks. PTminder and Exercise.com emphasize client delivery clarity, while TrainingPeaks shifts emphasis to plan organization for training cycles where periodization structure drives reporting expectations.
Choose portal-first execution or plan-first block management
If workouts, session logging, and coach notes must stay on one timeline, Trainerize and My PT Hub fit the portal-first pattern. If periodization blocks must be the primary organizing object with progression views over time, TrainingPeaks fits the plan-first workflow.
Validate how workout reuse behaves across repeated training phases
PTminder and Everfit both reuse exercise content to keep sessions consistent across a roster. PT Distinction front-loads exercise setup work compared with link-and-go exercise libraries, so automation and editing friction should be tested using a recurring client cadence.
Stress-test automation rules using reminder and event timing scenarios
PTminder supports automation but limits custom trigger logic across events, so coaches needing event-specific branching should confirm feasibility. PT Distinction can require configuration discipline to avoid reminder spam when automation triggers do not match every package workflow.
Check reporting depth for adherence metrics and edge-case review
PTminder reports edge-case client metrics in a way that still needs manual review for some scenarios, so reporting workflows should be mapped before committing. TeamBuildr and PTminder both show thinner automation coverage for reminders and adherence metrics compared with workflow-first rivals, so export and manual review expectations should be validated.
Confirm the extensibility surface if data workflows must integrate outside the portal
BridgeAthletic and TrainingPeaks both show constraints around automation and integration depth, so external workflow needs should be tested against their documented automation and API surface. Exercise.com also requires extra configuration for advanced customization of client forms and notes, which affects how much governance is needed for consistent data entry.
Who benefits from each workflow style and where the trade-offs show up
Coaches running repeatable programming across many clients should prioritize workout reuse and a portal timeline that keeps logging and notes attached to assignments. Studio operators also need workflow execution at scale, which shows up directly in how client portal steps connect to session delivery.
Independent trainers often care more about onboarding structure and documentation consistency, while endurance or training-cycle coaches tend to weight block planning and progression visibility more heavily.
Solo coaches standardizing repeat training phases
PTminder and Everfit both center reusable exercise content so session prescriptions stay consistent without rebuilding plans every time a client repeats a training phase.
Studios managing many clients with in-session note capture
Trainerize is built around a continuous client workflow that combines workout assignments, session logging, and coach session notes at scale.
Coaches selling package-based sessions that must drive onboarding and delivery
PT Distinction aligns package-based onboarding with session delivery and trainer review, so the client’s purchase structure drives what happens in the portal.
Coaches who teach movement cues using exercise media
Exercise.com uses a media-backed exercise library inside workout building and client delivery to reduce time spent re-explaining cues for common exercises.
Training-cycle coaches focused on block planning and long-range progression views
TrainingPeaks organizes work around block-based training plans and shows plan execution and progression history over time, which fits endurance-style cycles.
Common implementation pitfalls that break consistency in client delivery and logging
Many teams start with what looks best in the workout builder and only then discover that reminders, notes, and onboarding follow different workflow paths. Other teams pick a tool with strong block planning but overlook that exercise-level editing and automation customization can require process discipline.
These pitfalls show up when coaches treat automation and reporting as an afterthought instead of a workflow component that must match how clients and trainers actually operate.
Assuming custom automation triggers will match every event type without additional workflow mapping
PTminder limits automation chains for custom trigger logic across events, so any event-specific branching should be modeled using real client scenarios before launch.
Overbuilding exercise content without checking how front-loaded setup changes weekly operations
PT Distinction requires more front-loaded exercise setup compared with link-and-go exercise libraries, so recurring programming work should be timed against the expected editing cadence.
Choosing a portal-first workflow but ignoring reporting needs for adherence edge cases
PTminder delivers detailed results but can require manual review for edge-case metrics, so reporting workflows should be tested with messy client histories.
Selecting a plan-first tool for strength coaching without validating exercise-level customization limits
TrainingPeaks can feel constrained for exercise-level customization for strength coaching, so coaches should run through a strength template and measure how much plan adjustment is practical.
How We Selected and Ranked These Tools
We evaluated PTminder, Exercise.com, Trainerize, PT Distinction, Everfit, My PT Hub, Virtuagym, BridgeAthletic, TeamBuildr, and TrainingPeaks on workflow match for workout builder delivery, client portal execution, and session logging consistency. Features accounted for 40% of the score and focused on how reusable workout content and exercise media behave inside client delivery.
Ease and value each accounted for 30% and weighed operational friction like client onboarding flow setup, automation behavior, and how much manual review reporting requires. PTminder placed first because workout builder templates standardize programming while keeping exercise video demonstrations attached to each plan, and because the client portal timeline ties sessions, notes, and tracking into one timeline that reduces rework when repeating training phases.
Frequently Asked Questions About Personal Trainer Client Software
How do Trainerize and Exercise.com handle workout templates across multiple clients?
Which tools keep trainer-client messaging tied to the same workout and session record?
How should a coach migrate existing client history into My PT Hub or PTminder?
When does automation for check-ins or reminders matter most in Trainerize and Everfit?
What breaks if RBAC and admin controls are too limited for a multi-coach studio using PT Distinction or Virtuagym?
Which platforms support document signing workflows as part of onboarding or client administration?
How do BridgeAthletic and Virtuagym differ in how session notes and progress evidence get recorded?
Where does TrainingPeaks fall short for coaches who need dense session note charting over time?
How do Exercise.com and TeamBuildr handle offline or low-connectivity session logging workflows?
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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