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Top 10 Best Activity Planning Software of 2026

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Top 10 Best Activity Planning Software of 2026

Compare activity planning software for gyms and studios, with practical notes on features, pricing structure, and fit to support shortlist decisions.

19 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

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe video reviews and podcasts.

Read our full methodology →

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

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Activity planning software matters when operations teams must convert demand into scheduled sessions, registrations, and repeatable tour or camp itineraries with consistent data models. This comparison helps analysts and technical evaluators weigh integration depth, automation and API access, and governance controls like RBAC and audit logs across platforms such as Monday.com.

Glofox is the best pick for fitness studios running recurring, bookable classes because its staff-assignment decisions stay inside the booking workflow, making capacity and coverage easier to manage, while Smartsheet suits teams with itinerary sequencing needs since its spreadsheet model keeps grid, calendar, and Gantt views consistent.

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

Glofox

Staff assignment during session creation keeps coverage decisions inside the same booking workflow.

Best for: Fits when teams run recurring, bookable sessions and need operational scheduling with capacity and check-in.

2

TeamSnap

Editor pick

Roster-to-event scheduling that keeps attendance and member communications aligned for coaches and team managers.

Best for: Fits when sports and club teams need event scheduling tied to rosters and day-of attendance.

3

Mindbody

Editor pick

Session-oriented attendance and check-in workflows are built into the same scheduling objects used for bookings.

Best for: Fits when fitness and wellness operators need recurring class scheduling, staffing coordination, and operational check-in in one system.

Comparison Table

1
GlofoxBest overall
SMB
9.4/10
Overall
2
8.9/10
Overall
3
8.7/10
Overall
4
enterprise
8.4/10
Overall
5
8.2/10
Overall
6
enterprise
7.9/10
Overall
7
7.6/10
Overall
8
enterprise
7.0/10
Overall
9
6.8/10
Overall
10
6.6/10
Overall
#1

Glofox

SMB

Fitness studio management and class activity scheduling.

9.4/10
Overall
Features9.4/10
Ease of Use9.3/10
Value9.5/10
Standout feature

Staff assignment during session creation keeps coverage decisions inside the same booking workflow.

Glofox supports event scheduling with session templates and recurring patterns, which helps teams maintain consistent agendas across weeks. Capacity management is handled at the session level, and staff allocation is available when creating or running activities. Attendee management is integrated with check-in and participation views, which reduces the need to reconcile separate spreadsheets.

The tradeoff is that agenda building and complex dependency sequencing are less suited to Gantt-style or multi-step workflows than dedicated planning systems. Glofox works well when a schedule is primarily a set of bookable sessions and rosters, such as recurring classes or guided tours with one level of capacity rules.

Pros
  • +Booking-first session workflow ties capacity, staff, and attendee status together
  • +Recurring templates reduce rework for weekly class and tour schedules
  • +Integrated check-in and participation views support day-of operations
  • +Calendar views make it easier to spot conflicts across sessions
Cons
  • –Complex multi-activity dependencies are harder than in sequencing-focused tools
  • –Venue layout planning and floor-specific scheduling are limited
  • –Advanced workflow approvals require extra operational discipline
  • –Deep iCal interchange and calendar sync are not its strongest advantage
Use scenarios
  • Fitness studio operators

    Weekly class schedules with capacity limits

    Fewer manual scheduling tasks

  • Tour and experience coordinators

    Guided tour sessions by date

    Cleaner day-of attendance flow

Show 1 more scenario
  • Guest experience administrators

    RSVP intake tied to sessions

    Less data re-entry

    Manage attendee lists per session and keep schedule updates aligned with the published booking page.

Best for: Fits when teams run recurring, bookable sessions and need operational scheduling with capacity and check-in.

#2

TeamSnap

SMB

Sports team management and activity scheduling app.

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

Roster-to-event scheduling that keeps attendance and member communications aligned for coaches and team managers.

TeamSnap schedules team activities by combining event planning, roster management, and attendance tracking in one workflow for organized groups. It supports capacity thinking through roles, member assignments, and recurring team activities, which reduces the manual coordination work for repeat seasons.

Event details flow into participant-facing views for RSVP intake and check-in during the session day. Admin controls cover membership permissions and communication settings so coaches and managers can run activity calendars without broader platform access.

Pros
  • +Roster-linked events reduce scheduling errors for recurring seasons
  • +Attendance and check-in tools fit day-of activity operations
  • +Recurring templates help managers keep calendars consistent
  • +Team-focused member permissions support role-based coordination
Cons
  • –Limited venue layout planning and floor plan scheduling
  • –Deep dependency mapping across multi-stage activities needs external tooling
  • –Large cross-team capacity planning can feel manual without advanced rules
  • –API and automation coverage is narrower than itinerary-first tour systems
Use scenarios
  • Sports teams and club schedulers

    Publish recurring practices and fixtures

    Families see team schedules

  • Club directors and program administrators

    Manage teams and age groups

    Participation stays organized

Show 2 more scenarios
  • Baseball teams and tournament organizers

    Schedule events with game operations

    Operations reduce manual handoffs

    Selected workflows support operational game reporting alongside tournament scheduling and administration.

  • Sports club administrators

    Collect registrations and recurring dues

    Payments map to participants

    Registration details and recurring membership payments remain linked to participant records.

Best for: Fits when sports and club teams need event scheduling tied to rosters and day-of attendance.

#3

Mindbody

SMB

Fitness and wellness class scheduling and activity management.

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

Session-oriented attendance and check-in workflows are built into the same scheduling objects used for bookings.

Mindbody mixes consumer-facing bookings with back-office operations for fitness and wellness businesses that need class schedules, staff assignments, and capacity limits. It supports recurring event templates, attendance tracking, and schedule publishing tied to location and service offerings.

Admin workflows include staff management and operational controls that affect who can book, what can be scheduled, and how sessions fill. Compared with event-only tools, Mindbody emphasizes ongoing program management and day-to-day operational consistency across recurring classes and multi-location calendars.

Pros
  • +Recurring class templates reduce rework for ongoing schedules
  • +Attendance and check-in workflows tie directly to session bookings
  • +Multi-location scheduling supports consistent operations across venues
  • +Operational controls help govern who can schedule and manage sessions
Cons
  • –Activity itinerary and dependency planning remain limited versus itinerary-first planners
  • –Complex multi-parameter session rules can require careful admin setup discipline
  • –Advanced venue layout scheduling needs outside processes for most teams
  • –Report exports and automation can lag behind specialized calendar tooling
Use scenarios
  • Fitness operations managers

    Review utilization with attendance data

    Scheduling decisions improve

  • Membership-based studios

    Coordinate packages and recurring memberships

    Programs align with membership

Show 2 more scenarios
  • Pilates and fitness studio operators

    Publish class calendars with capacity

    Bookings become check-ins

    Studios publish schedules, enforce capacity, and connect bookings to attendance and check-in flow.

  • Studio onboarding coordinators

    Capture forms and waivers

    Onboarding stays organized

    Onboarding workflows collect intake information and waivers tied to client operational records.

Best for: Fits when fitness and wellness operators need recurring class scheduling, staffing coordination, and operational check-in in one system.

#4

Smartsheet

enterprise

Spreadsheet-based work management for activity planning.

8.4/10
Overall
Features8.4/10
Ease of Use8.4/10
Value8.4/10
Standout feature

Smartsheet’s spreadsheet-derived data model drives consistent views across grid, calendar, and Gantt formats.

Smartsheet is an activity planning tool that uses spreadsheet-first building blocks to model itineraries, resources, and dependencies. It supports interactive calendars and Gantt-style sequencing so teams can plan sessions, assignments, and changes in one place.

Pros
  • +Spreadsheet model maps cleanly to itinerary data and operational fields
  • +Gantt-style sequencing helps visualize activity dependencies and timing shifts
  • +Automation rules reduce manual status updates across linked sheets
  • +API and webhooks enable custom scheduling sync and downstream workflows
Cons
  • –Capacity management depends on careful sheet design rather than native shift math
  • –Calendar views can become difficult to reason about with very large schedules
  • –Advanced workflow approvals require more configuration than calendar-only tools
  • –ICS and iCal interchange is not the primary planning workflow for every scenario
Use scenarios
  • Resource managers and operations leaders

    Track assignments and capacity

    Workloads become visible

  • Project managers and delivery teams

    Sequence activities with dates and owners

    Plans show progress

Show 2 more scenarios
  • Operations managers and service teams

    Route activity intake into queues

    Intake stays consistent

    Forms collect activity details and push them into assigned work queues with follow-up tracking.

  • Marketing and campaign teams

    Plan campaigns with approvals

    Approvals stay traceable

    Configurable workflows assign owners, route approvals, and report initiative status using shared plans.

Best for: Fits when teams need flexible itinerary models plus Gantt sequencing and automation.

#5

Monday.com

SMB

Visual work OS for planning and tracking activities.

8.2/10
Overall
Features8.2/10
Ease of Use8.2/10
Value8.2/10
Standout feature

Timeline and dependency-linked boards that automatically keep downstream activities aligned during edits.

Monday.com uses configurable boards with column-based attributes to model event scheduling details such as sessions, time windows, assignees, and capacity-related fields. Teams can run agenda building with timeline and Gantt-style views, then link related activities through dependency logic so downstream work moves when upstream items shift. The automation engine can trigger actions on changes, and it can enforce workflow checkpoints using built-in status transitions and group-based controls. This setup fits activity planning where multiple teams contribute schedules, staffing, and operational tasks under one shared plan.

Pros
  • +Dependency-aware timeline planning across linked activities
  • +Board automation triggers for status, assignments, and reminders
  • +Flexible views for agenda building and operational execution
  • +Broad integration options plus webhook-ready extensibility
Cons
  • –Capacity and waitlist logic needs careful cross-board design
  • –Complex event rules can require multiple automation layers
  • –Attendee-facing inventory workflows are not native to scheduling boards
  • –Advanced governance needs standardization of templates and permissions
Use scenarios
  • Tour operations teams

    Manage multi-day tour schedules

    Fewer missed schedule updates

  • Event project managers

    Run approvals for agenda changes

    Clear auditable review flow

Show 2 more scenarios
  • Operations analysts

    Track capacity and resource commitments

    More consistent staffing coverage

    Custom columns capture staffing and capacity inputs while views surface conflicts for resolution.

  • Partner coordinators

    Coordinate activities across teams

    Reduced manual rescheduling

    Integrations and automations synchronize activity updates with external calendars and systems.

Best for: Fits when teams need a shared event execution schedule with automations and linked dependencies across departments.

#6

Active Network

enterprise

Activity registration and management for camps and sports.

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

Operational check-in and attendance workflows tied to scheduled sessions reduce manual reconciliation during large events.

Active Network targets activity operators that need end-to-end event scheduling for programs, classes, and tours. It supports session-based calendars with capacity handling, participant intake, and operational workflows for managing bookings through fulfillment.

Pros
  • +Session and itinerary scheduling supports capacity rules and controlled enrollment
  • +Operational workflows cover check-in and attendance tracking for running events
  • +API and webhook delivery support integration with upstream and downstream systems
  • +Role-based admin controls support delegated event and registration management
Cons
  • –Complex configuration can slow setup for nonstandard booking and routing flows
  • –Drag-and-drop calendar editing is limited compared with dedicated scheduler tools
  • –Advanced agenda sequencing is less expressive than tools built for Gantt-style workflows
  • –CSV import export coverage can require data mapping cleanup for edge cases
Use scenarios
  • Recreation facilities and park districts

    Coordinate venue calendars and bookings

    Bookings align in one view

  • Parks and recreation departments

    Publish sessions and enroll participants

    Enrollment becomes consistent

Show 2 more scenarios
  • Gymnastics clubs and meet organizers

    Manage rosters and meet lineups

    Handoffs reduce between teams

    Athlete roster coordination supports meet operations with eligibility information and results communication.

  • Universities and training providers

    Run branded workshops with rosters

    Training rosters stay centralized

    Course and event pages collect payments and manage attendance, with exportable rosters for administration.

Best for: Fits when organizations need capacity-controlled sessions plus operational fulfillment for tours and programs.

#7

Amilia

SMB

Recreation activity and facility management software.

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

Recurring event templates with shared rules streamline repeat itinerary and capacity setup across many sessions.

Amilia is an activity planning and booking system that centers on managing tours, classes, and events with participant enrollment in one workflow. It supports event scheduling with recurring templates, capacity controls, and attendee lists that connect to operational tasks like check-in and communications.

Pros
  • +Recurring event templates reduce repeat setup for schedules and capacity rules
  • +Capacity controls tie event limits to attendee lists for clear operational visibility
  • +Operational view of attendees supports day-of-event coordination like check-in lists
  • +Bulk-friendly workflows reduce spreadsheet back-and-forth during busy booking periods
Cons
  • –Advanced workflow automation depends more on configuration than on programmable logic
  • –Complex multi-venue routing needs extra planning outside the core scheduling UI
  • –Export formats can require post-processing for downstream tools
  • –API and webhook documentation depth is limited compared to automation-first competitors
Use scenarios
  • Schools and after-school programs

    Schedule education sessions with rooms

    Enrollment stays controlled

  • Membership-based recreation providers

    Gate programs by membership tier

    Access matches eligibility

Show 2 more scenarios
  • Dance and class-based organizations

    Run recurring classes with instructors

    Terms stay consistently tracked

    Recurring administration manages classes, rosters, instructors, and session attendance across terms.

  • Community program administrators

    Publish activities and process enrollments

    Enrollment stays centralized

    Community programs publish activities and process household or participant enrollment into centralized records.

Best for: Fits when operators need recurring schedules, capacity-controlled bookings, and event-level attendee operations without custom software builds.

#8

LeagueApps

enterprise

Sports league management and activity scheduling platform.

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

Roster-linked activity scheduling that connects session availability and attendance back to the exact activity dates.

LeagueApps targets sports clubs, leagues, and tour programs that need event scheduling, roster capacity control, and participant signups in one place. It supports configurable activities, session calendars, and recurring event templates so teams can run weeks-long schedules without rebuilding each itinerary.

Pros
  • +Recurring event templates reduce repeated itinerary setup work
  • +Capacity and roster workflows support session-based booking rules
  • +Attendance tracking ties participation to scheduled activity dates
  • +Calendar integration helps keep participant schedules aligned
Cons
  • –Complex scheduling rules take time to configure correctly
  • –Advanced session assignment workflows are less detailed than specialized planning tools
  • –Bulk edits are possible but can feel slower on very large schedules
  • –API and automation coverage is narrower than event-ops suites built for deep extensibility
Use scenarios
  • Sports program staff

    Build recurring games and practices

    Schedules stay synchronized

  • League administrators

    Track attendance across scheduled events

    Participation status becomes visible

Show 2 more scenarios
  • Coaches and team managers

    Send schedules and roster updates

    Families receive centralized updates

    Team-facing portals and communication workflows publish updates, documents, and roster information to families.

  • Rinks and camp program operators

    Enroll in capacity-controlled sessions

    Rosters tie to sessions

    Recurring sessions handle participant enrollment, capacity controls, attendance, and staff or instructor scheduling.

Best for: Fits when sports leagues and tour organizers need recurring schedules, capacity controls, and attendance reporting in one workflow.

#9

Trainerize

SMB

Personal training software for workout activity planning.

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

Program-first enrollment and session delivery keeps booked appointments tied to client progress records.

Trainerize fits teams that run repeatable activity programs where each client needs consistent session plans, not just a calendar view. The system connects booked sessions to user records, which helps with session attendance tracking and follow-up content delivery. It also supports recurring delivery patterns so program cadence stays consistent across weeks without rebuilding schedules from scratch.

Pros
  • +Session scheduling connects directly to participant enrollment records
  • +Recurring delivery patterns reduce repeated schedule setup work
  • +Coaching workflows and session tracking stay in the same workspace
  • +Staff permission controls limit access to schedules and client data
Cons
  • –Resource-heavy planning needs can be limited versus operations-first schedulers
  • –Complex multi-asset capacity rules require extra process outside the calendar
  • –Venue and floor planning workflows are not the primary focus
  • –Dependency mapping between activities needs careful configuration
Use scenarios
  • Fitness coaching teams

    Recurring class sessions with client tracking

    Fewer manual attendance lookups

  • Tour operators

    Staffed group tours with repeat calendars

    More consistent tour operations

Show 2 more scenarios
  • Community education teams

    Enrollment-driven course schedules

    Lower administrative scheduling load

    Assigns participants to session plans and maintains status across recurring cohorts.

  • Program administrators

    Multi-staff schedule management

    Reduced scheduling governance risk

    Controls staff access while keeping session configuration centralized for ongoing programs.

Best for: Fits when coaching or tour teams need program-linked scheduling and participant tracking together.

#10

CampBrain

SMB

Camp management software for activity planning and registration.

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

Session-level capacity rules tied to registration records keep bookings consistent during schedule changes.

CampBrain focuses on planning camp activities by turning schedules into bookable sessions with attendee-level details and capacity checks. The workflow centers on building activity itineraries, managing time slots, and handling participant registration data tied to each session.

Pros
  • +Capacity and session rules prevent overbooking during activity scheduling
  • +Registration data is linked directly to scheduled sessions for attendee follow-up
  • +Recurring templates reduce repetitive build work for multi-week programs
  • +Exportable itinerary and session data supports reporting and operational handoffs
Cons
  • –Complex roster and session edits can require more careful admin coordination
  • –Dependency handling across activities is limited for multi-stage sequencing
  • –External calendar sync requires extra configuration beyond default publishing
  • –Approval workflows are present but lack fine-grained per-field governance
Use scenarios
  • Program directors and counselors

    Turn enrollments into team rosters

    Teams get usable lists

  • Camp and recreation managers

    Compare capacity and participation signals

    Planning uses participation data

Show 2 more scenarios
  • Day camp administrators

    Manage waitlists across sessions

    Availability stays clear

    Applications, household details, activity selections, and capacity rules process across recurring camp sessions.

  • Family-facing camp office teams

    Coordinate household enrollments and pickups

    Less data entry repeats

    Household accounts manage sibling registrations, authorized pickups, reminders, and family communications.

Best for: Fits when camps need session capacity checks, repeatable activity templates, and attendee-linked scheduling.

Conclusion

After evaluating 10 activity planning software, Glofox 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
Glofox

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 Activity Planning Software

Which tools support API integration for keeping an itinerary in sync with external systems?
Smartsheet provides an API for integrating grid, calendar, and Gantt outputs into scheduling workflows. CampBrain and Active Network both support API-oriented extensibility so session and attendee data can flow into downstream systems without manual re-entry.
How do recurring event templates reduce manual work during multi-session itinerary building?
Amilia uses recurring event templates to apply shared rules across many sessions, so capacity and attendee operations stay consistent across repeated dates. Glofox and Mindbody both keep recurring program delivery inside the booking objects, so schedule publishing ties back to the sessions instead of a standalone calendar layer.
When do capacity checks happen in booking workflows, and where does the data get enforced?
CampBrain ties session-level capacity rules to registration records, so capacity is validated as bookings change. Glofox puts capacity controls inside the session creation flow, which limits oversubscription before sessions are published.
What breaks if the system uses event-only scheduling without participant-linked sessions?
Trainerize links scheduling to participant enrollments, so session assignments and tracking stay aligned even when program structure changes. A tool that separates appointments from enrollment records forces teams to reconcile mismatches manually after edits, which defeats itinerary accuracy.
Where does admin governance matter most for activity planning teams running multiple schedules and operators?
Smartsheet supports SSO and audit logging for governance when multiple teams share operational views. Amilia and Active Network also include role-based access so operators stay within event configuration boundaries when recurring schedules and fulfillment workflows expand.
How does SSO authentication show up in daily operations for organizations with many staff accounts?
Smartsheet’s SSO and audit trail logging support controlled access for operations teams managing shared itinerary models. Active Network and Amilia focus more on role-based access, so operators can run recurring calendars without granting full platform permissions.
Which platform offers the tightest connection between staff assignment and session creation?
Glofox assigns staff during session creation, keeping coverage decisions inside the booking workflow. LeagueApps and Active Network connect attendance and operational fulfillment to scheduled sessions, but they do not center staff assignment at the same session-creation step as Glofox.
How do attendee and roster workflows affect RSVP intake and day-of check-in accuracy?
TeamSnap ties event details to rosters, so RSVP intake and attendance connect back to member assignments. LeagueApps connects attendance workflows to the underlying activity dates, which helps avoid reporting gaps when multiple sessions roll up to the same activity calendar.
What tradeoff appears when spreadsheet-first modeling replaces a dependency timeline for complex itineraries?
Smartsheet’s spreadsheet-derived data model drives consistent views across grid, calendar, and Gantt formats, which helps planners reuse structured itinerary data. Monday.com’s timeline with dependency-linked boards updates downstream activities automatically during edits, so teams relying on Gantt sequencing may prefer Monday.com’s dependency behavior over Smartsheet’s modeling-first approach.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Activity Planning Software

We separate activity planning software by how it manages Activity itinerary updates across time, people, and changes. Check whether the system handles recurring changes, capacity pressure, and accurate notifications via attendee management and API automation rather than just calendar visuals.

Itinerary versioning for edits

Why it matters

Itinerary versioning for edits matters when plans change late and stakeholders need to see what changed. Without it, you risk schedule confusion and duplicated work during activity planning.

How to check

Create a simple activity plan, then edit the time and location. Ask the demo how it records the change history and what attendees/staff see after the edit.

Recurring pattern control

Why it matters

Recurring pattern control prevents small mistakes from propagating into weeks of planning. It also determines whether updates apply to a single occurrence or an entire series.

How to check

Set up a recurring activity and then modify only one instance. Ask what happens to the rest of the series and whether the system lets you choose scope during edits.

Capacity rules and overflow handling

Why it matters

Capacity rules and overflow handling protects attendance targets and reduces last-minute triage. It clarifies how the plan reacts when signups hit limits.

How to check

Set a capacity for one session, then simulate adding more participants than the limit. Watch whether the system enforces the rule and how it handles overflow in the workflow.

Attendee lifecycle status tracking

Why it matters

Attendee lifecycle status tracking matters because participants move through states from interest to confirmation to changes or cancellations. Accurate status reduces manual follow-ups.

How to check

During the demo, create registrations and then cancel or move an attendee to a different session. Confirm which statuses change automatically and whether you can audit the current state per person.

Notification rules and RBAC

Why it matters

Notification rules and RBAC determine whether the right staff and participants receive the right messages. That directly affects operational throughput when many roles collaborate.

How to check

Request a role like planner vs staff and confirm what each can edit or export. Then change a session and check who gets notified and via what triggers.

Automation and data export

Why it matters

Automation and data export helps teams connect activity planning to other tools and internal workflows. The depth of automation reduces re-entry when plans or rosters change.

How to check

Ask for a sample workflow that updates plans automatically from a spreadsheet and also describe programmatic access. Then try an export that includes the plan plus attendee statuses.

Red flags

  • Edits overwrite prior versions without showing what changed
  • Recurring changes apply everywhere even when you need single-instance edits
  • Capacity limits don’t enforce consistently across registrations and status

Fit by situation

  • If you update plans during the day and need traceable changes, prioritize Itinerary versioning for edits.
  • If you run weekly or monthly repeats with occasional exceptions, prioritize Recurring pattern control.
  • If you manage capped sessions with complex participant states, prioritize Capacity rules and overflow handling.
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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