Commissioned Research
Top 10 Best Workout Builder Software of 2026

GITNUXSOFTWARE REVIEW

Wellness Fitness

Top 10 Best Workout Builder Software of 2026

This roundup compares workout builder software options for gyms and coaches, outlining features and tradeoffs across workout planning and member tracking.

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

Search agents gather the source set and the review record, including transcriptions of 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 rankings. Editorial policy

Workout builder software matters because it turns exercise libraries into structured programs, schedules sessions, and delivers assignments to clients with consistent data across devices. This comparison helps trainers and coaching operators weigh the tradeoff between workflow automation and administration controls, including how platforms handle messaging, tracking, and program configuration at scale through the trainer’s day-to-day process.

Exercise.com is the best pick for coaching teams that want structured workout provisioning with built-in compliance logging, because it ties delivered sessions to session adherence records while keeping workout changes stable, whereas WorkoutLabs suits coaches who prefer repeatable visual program blocks since its substitution rules apply during session generation when planned movements are blocked.

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

Exercise.com

Program delivery ties workout assignments to session compliance logs for adherence reporting, not just workout publishing.

Best for: Fits when coaching teams need structured workout provisioning, compliance logging, and integration via API.

2

PT Distinction

Editor pick

Video demo attachment on exercise items keeps technique context embedded inside generated workouts.

Best for: Fits when coaches need a structured workout builder with media attachments and clear adherence logs for managed athlete rosters.

3

Trainerize

Editor pick

Exercise catalog media attachments pair with client-ready program publishing so athletes see exactly what to do.

Best for: Fits when coaching teams need structured program delivery plus adherence tracking across athlete rosters.

Comparison Table

1
Exercise.comBest overall
SMB
9.2/10
Overall
2
8.9/10
Overall
3
8.7/10
Overall
4
vertical specialist
8.5/10
Overall
5
8.1/10
Overall
6
vertical specialist
7.9/10
Overall
7
vertical specialist
7.4/10
Overall
8
7.3/10
Overall
9
6.8/10
Overall
10
vertical specialist
6.6/10
Overall
#1

Exercise.com

SMB

Fitness business platform offering workout creation, scheduling, payments, and mobile app delivery.

9.2/10
Overall
Features9.2/10
Ease of Use9.1/10
Value9.3/10
Standout feature

Program delivery ties workout assignments to session compliance logs for adherence reporting, not just workout publishing.

Exercise.com supports program creation using structured workout templates and a set-and-rep style workflow that maps to how coaches design training blocks. Coaches can attach media for demonstrations and use substitution rules to keep workouts workable when equipment or movement access changes. Athlete delivery and session tracking create a compliance log that can be used in program adherence dashboard views rather than only notes and screenshots. Administration supports managing athlete rosters and permissions for coaching staff, which matters for multi-coach environments.

A key tradeoff is that customizing the full workflow often requires upfront configuration of exercise libraries, categories, and coaching assignments instead of relying on ad hoc editing. A common fit is a gym or coaching service that runs recurring programs and needs consistent workout formats across cohorts while tracking who completed each session.

Pros
  • +Workout builder aligns with coach-style programming and session tracking
  • +Library and substitution logic reduce workout breakage during changes
  • +Roster-based delivery turns plans into trackable session compliance
  • +API and automation support integration with external coaching workflows
Cons
  • –Complex configuration can slow initial setup for new exercise libraries
  • –Advanced workflow customization depends on consistent library hygiene
  • –Some periodization workflows require careful template design
  • –Media attachment increases authoring time for large exercise sets
Use scenarios
  • Personal trainers and small teams

    Weekly plans with consistent session tracking

    Fewer missed sessions

  • Gym administrators and operators

    Cohort-based programming across rosters

    Lower admin workload

Show 2 more scenarios
  • Remote coaching services

    Integrations and automated athlete onboarding

    Faster athlete setup

    API-driven provisioning and coaching workflows support syncing athlete data into program delivery.

  • Multi-coach coaching orgs

    RBAC-driven permissions for staff

    Tighter governance

    Coaching access controls support multiple staff managing programs and athlete progress.

Best for: Fits when coaching teams need structured workout provisioning, compliance logging, and integration via API.

#2

PT Distinction

SMB

Online personal training software with workout builder, habit tracking, and client communication.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

Video demo attachment on exercise items keeps technique context embedded inside generated workouts.

PT Distinction is a workout builder and coaching system focused on structured program creation and athlete delivery. The workflow centers on assembling sessions from an exercise library, attaching movement guidance media, and generating client-ready plans with clear progression fields. It also supports athlete management and ongoing session tracking so coaches can monitor whether workouts were completed and how athletes respond over time.

Governance features include role-based access for coach vs. athlete usage and configuration controls that keep programming consistent across rosters.

Pros
  • +Program building workflow stays coach-first with consistent session templates
  • +Exercise entries support media attachments for video-based technique coaching
  • +Athlete roster management connects directly to plan delivery
  • +Session completion logs help coaches audit adherence over time
Cons
  • –Automation depth for external data feeds is limited versus API-first competitors
  • –Bulk edit tooling for large exercise library changes takes more manual passes
Use scenarios
  • Online personal trainers

    Assign remote structured programs

    Connected session history

  • Training studios and teams

    Track package credits and payouts

    Fewer reconciliation gaps

Show 2 more scenarios
  • Small-group studio operators

    Run semi-private training sessions

    Centralized group administration

    Teams schedule group sessions, assign trainers and rooms, and capture attendance with participant details.

  • Personal and nutrition coaches

    Coordinate nutrition check-ins

    Repeatable nutrition guidance

    Coaches create meal-plan templates, set nutrition targets, and review food entries during check-ins.

Best for: Fits when coaches need a structured workout builder with media attachments and clear adherence logs for managed athlete rosters.

#3

Trainerize

SMB

Personal training platform with workout builder, client messaging, and progress tracking for fitness professionals.

8.7/10
Overall
Features8.7/10
Ease of Use8.6/10
Value8.8/10
Standout feature

Exercise catalog media attachments pair with client-ready program publishing so athletes see exactly what to do.

Trainerize’s builder workflow is geared toward coaches who need to design programs and then send them to athletes for completion and feedback loops. Exercise selection supports attaching video demos and filtering by equipment or movement traits, which helps standardize what a client can access. Coaching can track session compliance and capture session notes and ratings tied to delivered assignments.

A practical tradeoff appears in deep customization scenarios where organizations want highly specific data pipelines into internal systems. Trainerize fits best for coaching teams that need reliable program publishing to a client roster and then want analytics based on what athletes actually complete.

Pros
  • +Client publishing workflow keeps built programs tied to assignments
  • +Video demo attachments reduce exercise ambiguity during onboarding
  • +Session compliance tracking supports program adherence reviews
  • +API enables roster and coaching data integration
Cons
  • –Deep schema customization is limited for highly specialized internal data models
  • –Complex interval programming takes more builder steps than simpler formats
Use scenarios
  • Independent coaches

    Build programs and assign sessions

    Faster coaching feedback loops

  • Small studios

    Standardize exercise demos

    More repeatable technique coaching

Show 1 more scenario
  • Coaching teams

    Sync rosters with external tools

    Lower manual admin work

    API supports athlete roster provisioning and coaching workflow integration.

Best for: Fits when coaching teams need structured program delivery plus adherence tracking across athlete rosters.

#4

WorkoutLabs

vertical specialist

Workout creation tool that lets users build visual workout routines and exercise plans.

8.5/10
Overall
Features8.5/10
Ease of Use8.5/10
Value8.5/10
Standout feature

Exercise substitution rules that apply during session generation when planned movements are blocked by availability.

WorkoutLabs centers on a program-first workflow where coaches define exercise details, then assemble sessions into blocks using the same movement and scheme definitions. The builder includes superset configuration, rest interval timer logic, and rule-based exercise substitutions, which reduces manual fixes during delivery.

Pros
  • +Program builder keeps exercise schemes consistent across sessions
  • +Supersets and rest interval logic reduce coaching math
  • +Rule-based substitutions handle unavailable movements during delivery
  • +Video attachments add training context to exercise definitions
Cons
  • –Library configuration discipline is required for reliable filtering
  • –Deep customization takes time compared with simpler drag builders
  • –Integration depth depends on which external endpoints are enabled
  • –Complex progression schemes can be harder to audit at a glance
Use scenarios
  • Personal trainers with multiple clients

    Run consistent programs across rosters

    Fewer manual edits per week

  • Strength coaches at gyms

    Manage superset sessions and rest timing

    Better adherence to prescriptions

Show 2 more scenarios
  • Online coaching teams

    Standardize exercises with media

    More uniform technique delivery

    Exercise-level video attachments and tagging support consistent coaching cues across program cycles.

  • Coaches running block cycles

    Deliver periodized training blocks

    Cleaner program administration

    Block programming templates keep progression tied to the same exercise and scheme definitions.

Best for: Fits when coaches need repeatable program blocks with substitution rules and session compliance tracking.

#5

EverFit

SMB

Fitness coaching platform with workout builder, client tracking, and video feedback tools.

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

Workout steps retain coach intent via exercise substitution rules when program edits shift equipment or availability.

EverFit is a workout builder that generates structured training programs from exercise selection through session execution. It supports building exercise sets with scheme logic, attaching media, and assembling programs with progression rules.

Pros
  • +Workout templates convert quickly into full multi-week programs
  • +Video attachments carry through into the workout steps consistently
  • +Exercise substitution rules help keep sessions aligned during edits
  • +Session compliance log supports concrete follow-up conversations
Cons
  • –Complex progression edits take time when multiple blocks are interdependent
  • –Integrations for wearable feeds are limited compared to top builders
  • –Advanced equipment availability filtering needs careful library tagging
Use scenarios
  • Personal trainers

    Assign individualized training programs

    Consistent coaching plans

  • Coaches with client rosters

    Review adherence against assignments

    Targeted follow-up actions

Show 2 more scenarios
  • Holistic fitness coaches

    Combine workouts with habits

    Behavior linked to progress

    Coaching workflows pair workout assignments with habit tracking, nutrition guidance, and regular check-ins.

  • Small studios and coaches

    Schedule training tied to packages

    Connected scheduling workflow

    Recurring sessions connect to packages so scheduling, attendance, and session credit usage stay linked.

Best for: Fits when coaches need a program builder with athlete delivery and session compliance tracking.

#6

TeamBuildr

vertical specialist

Strength and conditioning software for building and delivering workout programs to teams and athletes.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Video demo attachment per exercise in the workflow so built sessions carry standardized coaching references.

TeamBuildr targets coaches and fitness businesses that need structured workout building with client-ready delivery. Its core workflow centers on creating training sessions from reusable exercise and programming building blocks, then assigning those sessions to an athlete or roster.

Pros
  • +Workout builder supports structured session creation with reusable components
  • +Video demo attachments help standardize coaching cues across the roster
  • +Team assignment workflow supports consistent program delivery to athletes
  • +Completion and compliance logs support basic session accountability
Cons
  • –Advanced programming mechanics are less granular than specialized builders
  • –Exercise swapping rules need manual handling during session edits
  • –Automation coverage for third-party integrations is limited versus API-first tools
  • –Roster and content governance requires deliberate setup to avoid mismatch
Use scenarios
  • Sports coaches and athletes

    Deliver prescription-ready practice sessions

    Shared delivery workflow

  • Remote personal trainers

    Coach clients through a portal

    Ongoing remote coaching

Show 2 more scenarios
  • Schools and PE staff

    Track cohort participation records

    Structured participation records

    School teams organize group fitness activities and review attendance or engagement across classes and cohorts.

  • Athletic departments

    Record attendance for team sessions

    More centralized tracking

    Team staff schedule practices and log participation against rosters for consistent event records.

Best for: Fits when teams need repeatable session creation and basic adherence tracking without deep customization.

#7

Volt Athletics

vertical specialist

AI-powered strength training platform that builds personalized workout programs for athletes and teams.

7.4/10
Overall
Features7.4/10
Ease of Use7.4/10
Value7.4/10
Standout feature

Block-style program planning that reuses session components while keeping per-athlete exercise substitutions controlled.

Volt Athletics is a workout builder and coaching workflow tool focused on turning client preferences into structured training sessions. It provides a guided exercise selection workflow with tagging for equipment and movement properties, plus editors for set-and-rep scheme entries and interval timing logic.

Pros
  • +Guided session building reduces blank-page friction for coaching staff
  • +Movement and equipment filters speed up exercise substitution decisions
  • +Interval timing logic supports common engines like EMOM and AMRAP
  • +Reusable program patterns cut duplication across weeks and clients
Cons
  • –Advanced periodization templates take setup discipline to stay consistent
  • –Automation and API depth for external integrations is limited versus top competitors
  • –Video attachments are available but add extra steps during assembly
  • –Large exercise libraries feel slower than smaller catalogs during browsing
Use scenarios
  • Strength and conditioning coaches

    Adjust programs using exercise logs

    Evidence-based adjustments

  • Strength coaches and trainers

    Assemble repeatable weekly workouts

    Less manual rebuilding

Show 2 more scenarios
  • Lifting coaches and gym operators

    Drive progression from completed lifts

    Progression linked to execution

    Athletes log prescribed lifting work while coaches use prior records and notes during progression discussions.

  • Individual athletes and coaches

    Adapt workouts while keeping history

    Personalized training with history

    Coaches update prescribed workouts per athlete while preserving execution history for reference.

Best for: Fits when coaches need fast, consistent session creation with controlled substitutions and interval logic.

#8

Hevy Coach

SMB

Coach platform for building and assigning workout programs to clients.

7.3/10
Overall
Features7.3/10
Ease of Use7.3/10
Value7.3/10
Standout feature

Program building that stays centered on an exercise library workflow, including substitution-ready configuration during ongoing program edits.

Hevy Coach is a workout builder used by coaches and trainers to plan training programs around an exercise library and structured session templates. It focuses on turning drafted exercises into athlete-ready sessions with scheduling, progression-friendly program structure, and session delivery in the coach-athlete workflow. Compared with simpler agenda tools, Hevy Coach emphasizes configuration for exercise selection and substitution logic across a program, plus the documentation of what was assigned and completed.

Pros
  • +Exercise library organization helps rebuild sessions quickly for athletes
  • +Program templates support repeatable block-style planning workflows
  • +Workout delivery keeps coach assignments tied to session completion
  • +Exercise substitution and configuration reduce friction during updates
Cons
  • –Advanced periodization features need clearer guidance for consistent implementation
  • –Automation depth for roster sync and imports may require manual steps
  • –Granular governance controls for multi-coach organizations are limited
  • –Built-in timer logic covers essentials but lacks complex interval engines
Use scenarios
  • Strength coaches

    Build weekly athlete training blocks

    Faster programming for teams

  • Personal trainers

    Plan progressive workouts for clients

    Clear progression between sessions

Show 2 more scenarios
  • Gym program coordinators

    Standardize sessions across coaches

    Consistent programming standards

    Built-in session templates help keep assignments aligned while documenting what gets completed.

  • Athlete development staff

    Adapt exercises with substitution logic

    Less friction during training

    Hevy Coach applies substitution rules so sessions remain usable when equipment or mobility changes.

Best for: Fits when coaches need repeatable program building and reliable coach-to-athlete session handoff without heavy IT work.

#9

FitSW

SMB

Personal trainer software with workout builder, nutrition tracking, and client scheduling.

6.8/10
Overall
Features6.8/10
Ease of Use6.8/10
Value6.8/10
Standout feature

AMRAP and EMOM interval engine tied to the workout plan so timing stays consistent during athlete execution.

FitSW is a workout builder focused on assembling training sessions from a structured exercise library and configuration rules. It emphasizes practical session design with a set-and-rep scheme editor, video demo attachments, and constraint-based substitution when exercises change.

Pros
  • +Set-and-rep scheme editor supports detailed prescription per exercise
  • +Video demo attachment reduces cue drift during coaching
  • +AMRAP and EMOM interval engines handle repeated timed rounds
  • +Session compliance log helps coaches audit what athletes completed
Cons
  • –Exercise substitution rules can be rigid when equipment availability differs
  • –Advanced session constraints require consistent library tagging discipline
Use scenarios
  • Fitness coaches

    Deliver repeatable client workout plans

    Organized programs for clients

  • Coaches managing ongoing clients

    Review completion and performance records

    Adherence-backed programming

Show 2 more scenarios
  • Coaching teams

    Standardize instruction across staff

    More consistent coaching instructions

    Teams reuse session structures and exercise guidance to reduce repeated setup and keep coaching consistent.

  • Remote personal trainers

    Share workouts with coaching notes

    Remote log review available

    Online coaches share assigned workouts, exercise demonstrations, and coaching notes so clients can follow guidance remotely.

Best for: Fits when coaching staff need repeatable workout logic with rich exercise media and compliance review.

#10

StrengthLog

vertical specialist

Workout logger and training program app with prebuilt and customizable strength training plans.

6.6/10
Overall
Features6.6/10
Ease of Use6.5/10
Value6.7/10
Standout feature

Video demo attachment on exercise entries tied to the session builder workflow reduces coaching ambiguity during form swaps.

StrengthLog builds structured strength training sessions with an exercise picker, set-and-rep scripting, and progression support designed for coaching and personal programs. It centers on a session workflow that tracks compliance, log entries, and training intent fields instead of only generating printable plans.

Pros
  • +Session builder supports detailed sets and targets without spreadsheet-style entry
  • +Exercise library fields include equipment and media attachments for faster coaching
  • +Progression and retest workflows keep long-running programs consistent
  • +Export outputs simplify moving athlete history into other training records
Cons
  • –Advanced rule automation across substitutions needs careful setup discipline
  • –Automation depth for wearables and recovery imports is limited versus workout suites
Use scenarios
  • Strength coaches

    Publish programs and update sessions

    Improved adherence visibility

  • Personal trainers

    Build client plans with substitutions

    Faster session adjustments

Show 2 more scenarios
  • Fitness enthusiasts

    Log workouts with structured intent

    Better progress tracking

    Scripting sets and reps guides accurate logging while progression support keeps training on track.

  • Remote athlete programs

    Export data for coach review

    Clear coach feedback loops

    Athletes share training logs for review so coaches can refine blocks and progression.

Best for: Fits when coaching needs a structured session builder with reusable exercise library and progression notes.

Conclusion

After evaluating 10 workout builder software, Exercise.com 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
Exercise.com

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 Workout Builder Software

How do Trainerize and Exercise.com handle workout assignments when the client changes equipment mid-program?
Trainerize supports structured program publishing plus configurable exercise selections so coaches can push updated session content after roster changes. Exercise.com ties delivery to session compliance logging, so assignment changes propagate into adherence reporting without manual spreadsheet reconciliation.
What integration options matter most for coaches who need athlete data to land in external systems?
Exercise.com is designed for integration and API-driven roster and program workflows that support controlled provisioning into coaching processes. Trainerize also provides automation and API hooks for roster and coaching data flows, while FitSW focuses more on interval and compliance execution than broad external systems wiring.
Which tool maps coach edits into the plan execution logic using substitution rules during session generation?
WorkoutLabs applies exercise substitution rules during session generation when planned movements become unavailable. Hevy Coach keeps substitution-ready configuration within ongoing program edits so coach changes stay tied to the exercise library workflow.
When coaches need auditability for who changed what in a coaching workflow, which systems support admin governance better?
PT Distinction includes configuration controls with role-based access for coach versus athlete usage, which supports separation of duties. Exercise.com emphasizes administration around rosters and coaching workflows, and it connects plan changes to session compliance logs for traceable adherence.
How do WorkoutLabs and Volt Athletics keep timing behavior consistent across delivery when interval logic is used?
WorkoutLabs combines template-based periodization with timed rest behavior so sessions execute with predictable rest logic. Volt Athletics adds interval timing logic tied to guided exercise selection and block-style planning, so timing stays consistent across reused session components.
What breaks if a workout builder cannot represent the set-and-rep scheme and progression fields needed by strength coaching?
StrengthLog centers on set-and-rep scripting plus training intent fields, so missing structure blocks accurate compliance logs and progression notes. TeamBuildr supports reusable sessions and completion tracking, but it is less oriented toward deep configuration of progression fields than tools built for coaching documentation workflows.
Which tools support client-facing media attachments so athletes get technique context inside delivered workouts?
PT Distinction embeds video demo attachment as movement guidance tied to exercise items inside generated client-ready plans. Trainerize and TeamBuildr also support media attachments, but PT Distinction ties the media more directly to movement guidance inside the generated workout.
How does data migration work when an existing roster or exercise catalog must move into the new system schema?
Exercise.com is built to support controlled provisioning and program workflows that are compatible with integration-driven roster imports and data exchange patterns. Trainerize supports automation and API hooks for roster and coaching data, while WorkoutLabs is more focused on program generation consistency and substitution-ready session logic than broad migration tooling.
Which platform gives the clearest separation between program design and session execution logging?
Exercise.com connects workout assignments to session compliance logs so the delivery layer directly reflects design-time configuration changes. Hevy Coach documents what was assigned and completed inside the coach-athlete workflow, which keeps execution logging tightly coupled to ongoing program edits.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Workout Builder Software

Options differ most in how far their workout builder lets us control structure and reuse: exercise library database, assignment rules, and automation determine whether programs stay consistent across sessions. We also look at how reliably the system tracks completion and handles calendar changes without manual cleanup.

Exercise library database

Why it matters

A strong exercise library database keeps workouts accurate over time, especially when we reuse templates. If the library is thin or inconsistent, the builder turns into manual rework.

How to check

In the demo, open the exercise list and search by the exact exercise names you use. Then check whether each exercise keeps consistent fields like primary muscles, variations, and default equipment tags that you can override.

Workout template reuse

Why it matters

Workout template reuse matters because most of our time goes into maintaining programs, not rebuilding sessions. Better reuse reduces drift when you update an upcoming week.

How to check

Create a session from a template, then edit the template and see what happens to already-saved future sessions. Confirm you can copy a template to a new phase without breaking existing structure.

Workout assignment rules

Why it matters

Workout assignment rules decide how the system schedules sessions and handles changes in the plan. Without clear assignment behavior, we end up guessing what will run next.

How to check

Pick a workout and assign it across a date range. Change the schedule (move a day or switch a week) and verify the program updates logically, including any skipped or duplicated sessions.

Set and rep customization

Why it matters

Set and rep customization is central to workout builder software because programs often rely on specific progressions and constraints. If customization is limited, we can’t express our intended loading and volume.

How to check

During setup, build one exercise with multiple sets and nonstandard reps/targets (like variable reps per set). Check whether the builder preserves those fields through preview, saving, and later completion tracking.

Session completion tracking

Why it matters

Session completion tracking helps us validate the plan against reality and spot where adherence breaks. If completion data is hard to capture or hard to revisit, we lose the feedback loop.

How to check

Run a full workflow: take the workout from plan view, log a couple of exercises, and finish the session. Then revisit the same session and confirm the system shows what was logged and what was left incomplete.

Automation and API surface

Why it matters

Automation and API surface affects how consistently we can push or pull programs and history into our existing workflows. If there’s no documented surface, integrations often become manual exports.

How to check

Ask what automation exists for creating workouts, updating sessions, and retrieving completion logs. Request a sample API call or webhook behavior in a sandbox, or verify how exports behave when you change a template.

Red flags

  • Set fields don’t persist after saving or moving dates
  • Template edits unexpectedly overwrite past or future sessions
  • Exercise entries lack consistent variation data or required fields

Fit by situation

  • If we maintain a recurring program with weekly changes, prioritize workout template reuse.
  • If we need to express nonstandard rep and set targets, prioritize set and rep customization.
  • If we coordinate with other tools or want scripted updates, prioritize automation and API surface.
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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