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Customer Experience In IndustryTop 10 Best Online Service Scheduling Software of 2026
Compare online service scheduling software options like Calendly, Mindbody, and Square Appointments, with tradeoffs for teams booking clients.
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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Calendly is the best choice for service teams that need clients to book quickly with reliable automation, because its event webhooks and API-style handoffs keep the booking lifecycle consistent across systems, while Mindbody is better for multi-location studios since it ties scheduling directly to memberships and client history.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Calendly
Event webhooks and API endpoints that deliver idempotent booking lifecycle events for automation pipelines.
Best for: Fits when service teams need fast, customer-friendly booking with automation and event webhooks.
Mindbody
Editor pickStudio-grade booking plus practice management records for memberships and client history.
Best for: Fits when studios need scheduling tied to memberships, payments, and multi-location operations.
Square Appointments
Editor pickSquare Appointments connects booking and customer payments through Square so confirmations and receipts map to the same customer timeline.
Best for: Fits when service businesses want appointment booking plus payment and customer record alignment inside one Square-driven workflow.
Comparison Table
Calendly
SMBAutomated scheduling platform that lets clients book service appointments based on real-time availability.
Event webhooks and API endpoints that deliver idempotent booking lifecycle events for automation pipelines.
Calendly coordinates customer-facing scheduling through configurable availability rules, meeting types, and automated confirmation messaging. It focuses on reducing scheduling friction by pushing users toward the right time window with conflict-aware booking flow.
The platform supports event routing across multiple calendars, recurring appointment series, and calendar round-trip synchronization to keep host availability consistent. Its integration surface includes published webhooks and API endpoints that can trigger downstream workflows like CRM updates and meeting notifications.
- +API and webhooks support booking, cancellation, and reschedule event handoff
- +Conflict-aware scheduling reduces double booking risk through calendar synchronization
- +Recurring appointment series configuration covers repeating service schedules
- +Embedded booking widget supports iframe scheduler embed for customer portals
- –Advanced scheduling logic often needs careful setup across multiple calendars
- –Group session capacity management is limited compared with appointment-suite alternatives
Shared support teams
Distribute service calls via round-robin links
Less manual assignment
Law firm coordinators
Book consultations and follow-ups centrally
Fewer coordination tasks
Show 2 more scenarios
Healthcare clinics
Route patient visit requests to staff
Fewer scheduling callbacks
Enables self-service booking for selected visit types with reminders and staff routing.
Tutoring organizations
Schedule recurring lessons with reminders
Consistent weekly coverage
Runs lesson scheduling using session duration limits and automated reminder workflows.
Best for: Fits when service teams need fast, customer-friendly booking with automation and event webhooks.
Mindbody
enterpriseBusiness management and scheduling platform for fitness studios, gyms, and wellness centers.
Studio-grade booking plus practice management records for memberships and client history.
Mindbody supports appointment scheduling with service duration handling, staff availability, and schedule calendars that reflect studio operations rather than standalone events. Practice data stays connected across the booking lifecycle because client profiles, appointment history, and membership context live in the same system. The admin side supports location-level control, including service and staff configuration that feeds the customer booking experience.
A key tradeoff is that Mindbody’s depth fits studio operations better than lightweight booking-only deployments. A single-location studio that only needs a booking link and automated reminders may find the broader practice data model heavier than Calendly-style tooling. Mindbody works best when scheduling needs to tie directly into membership management and front-desk operations.
- +Ties bookings to memberships and client records in one workflow
- +Supports multi-location service and staff configuration
- +Built-in front-desk and operational tooling around appointments
- +Booking experience leverages the same service definitions used internally
- –Setup effort is higher than scheduling-only products
- –Calendar sharing across external systems can require careful workflow mapping
Studio operations teams
Schedule classes and appointments with members
Fewer manual handoffs
Multi-location managers
Run consistent scheduling across locations
More consistent customer experience
Show 1 more scenario
Front-desk coordinators
Manage walk-ins and booking lifecycle
Faster check-in and updates
Front-desk staff can handle appointment states and client details without switching systems.
Best for: Fits when studios need scheduling tied to memberships, payments, and multi-location operations.
Square Appointments
SMBBooking and staff management tool integrated with Square payments for service providers.
Square Appointments connects booking and customer payments through Square so confirmations and receipts map to the same customer timeline.
Square Appointments schedules services through an embedded booking page and a calendar-based admin console that manage customer requests and staff availability. It pairs scheduling with Square business tooling so appointment payments, receipts, and service-related customer records stay connected.
Appointment workflows support common operational needs like deposits and cancellation handling, plus automated customer confirmations via email and SMS. Setup and ongoing management are centered on configuring services, staff, and locations inside the Square ecosystem.
- +Embedded booking widget designed for direct Square website placement
- +Tight linkage between appointments and Square customer and payment records
- +Staff scheduling and service rules configured inside a unified admin workflow
- +Operational notifications for confirmations and updates reduce manual follow-up
- –Advanced multi-provider routing and capacity rules are limited versus specialized schedulers
- –Automation depth depends on external workflows rather than a deep native API-first model
- –Web calendar sync can introduce drift when external calendars change frequently
- –Queue-style walk-in and standby promotion workflows are not as comprehensive as dedicated tools
Auto repair shops
Book services and collect deposits
Cleaner intake and payments
Appointment-based consultants
Assign clients to available staff
Less manual coordination
Show 2 more scenarios
Hair salons and stylists
Publish services and stylist availability
More consistent self-booking
Lets clients book from an online service menu while showing stylist availability.
Spas and wellness operators
Reserve treatments by duration and staff
Coordinated reservations
Schedules treatments using service duration and staff availability with client booking preferences.
Best for: Fits when service businesses want appointment booking plus payment and customer record alignment inside one Square-driven workflow.
Vagaro
vertical specialistScheduling, payment, and marketing software for salons, spas, and fitness studios.
Embedded booking widget that lets businesses route clients into the correct calendar workflow without receptionist intervention.
Vagaro centers scheduling around services that map to durations, staff assignments, and location availability, with a booking flow that can handle recurring appointment series and edits. The customer portal side supports embedded booking widgets so businesses can route traffic directly into their booking calendar. Notifications for confirmations and reminders reduce manual outreach and can be aligned with appointment events.
- +Appointment booking workflow built for service catalogs and staff calendars
- +Customer booking pages and embedded widgets reduce receptionist workload
- +Confirmation and reminder notifications tied to appointment lifecycle events
- +Admin console supports multi-location and staff availability management
- –Complex routing rules require careful configuration across services and staff
- –Some advanced automation depends on integration setup and webhook handling
Salon operations teams
High-volume booking with recurring services
Fewer no-show follow-ups
Multi-location franchises
Consistent scheduling across locations
Lower double-booking risk
Show 1 more scenario
Client services managers
Notification-driven appointment confirmation
More confirmed attendance
Confirmation and reminder flows communicate changes and reduce manual phone and email updates.
Best for: Fits when service businesses need appointment scheduling plus client communication without heavy custom development.
Booksy
vertical specialistMobile-first booking app for barbershops, salons, and beauty professionals.
Waitlist automation promotes canceled slots and reduces lost capacity without manual outreach.
Booksy combines an embedded booking widget with staff calendars so customers can select services, durations, and preferred providers or locations. Double-booking prevention is managed through availability slot locking and calendar conflict handling across staff schedules. Admin controls include business-wide settings for business hours and service rules, plus per-staff availability adjustments that change what customers can book.
- +Embedded booking widget supports instant customer slot selection
- +Staff scheduling controls reduce manual rescheduling work
- +Appointment notifications cover confirmation and cancellation events
- +Waitlist automation supports capacity backfill when slots cancel
- –Advanced multi-resource routing can be limited versus complex dispatch stacks
- –Some workflow changes require careful configuration to match policies
Salon owners and managers
Fill canceled appointments quickly
Higher utilization with less downtime
Multi-location clinics
Standardize booking across branches
Fewer booking policy mismatches
Show 2 more scenarios
Beauty service franchises
Maintain brand scheduling rules
Consistent customer booking experience
Franchise admins control booking settings so each location can adjust staff schedules.
Customer support teams
Handle cancellations and reschedules
Lower support workload
Cancellation and reschedule workflows trigger notifications that reduce inbound status requests.
Best for: Fits when service teams need customer self-scheduling plus staff calendar governance and reminder automation.
SimplyBook.me
SMBFlexible online booking system with custom features for service businesses across multiple verticals.
Capacity-based booking with built-in waitlist promotion and slot backfill for group sessions that reach enrollment caps.
SimplyBook.me is an online scheduling solution that prioritizes a configurable booking portal and appointment lifecycle workflows for service teams. It supports multi-resource calendars with staff availability rules, service duration overrides, and double-booking prevention through slot allocation.
- +Configurable booking portal supports custom service pages and intake fields
- +Staff and resource availability rules reduce conflicts and prevent double-booking
- +Waitlist automation supports capacity-limited bookings and slot backfill flows
- +API and webhooks cover booking and status change event handoffs
- –Admin configuration can take multiple steps for complex multi-location routing
- –Advanced workflows depend on external integrations for CRM and ticketing sync
- –Group session capacity setup can require careful rule ordering
- –Calendar sync behavior needs careful testing for recurring series modifications
Multi-staff salons
Guide bookings to specific staff
Fewer scheduling conflicts
Recurring field service teams
Schedule repeating customer visits
Predictable service cycle
Show 2 more scenarios
Studios running programs
Fill recurring group sessions with capacity
Structured recurring attendance
Models classes as bookable services with scheduled times and capacity controls for recurrence.
Coaches and maintenance providers
Run weekly repeating client appointments
Less manual scheduling
Sets up repeating appointments using staff and availability rules to reduce repeat scheduling work.
Best for: Fits when service teams need a branded booking portal plus automation and API event handoffs.
Doodle
SMBGroup scheduling and appointment booking tool for finding meeting times across participants.
Poll-based availability collection that turns responses into proposed times without building a full booking flow.
Doodle is an online scheduling service designed for collecting availability and booking appointments with less back-and-forth than manual email coordination. Core capabilities include poll-based scheduling where attendees select time options, plus configurable meeting durations and automatic confirmation emails.
- +Availability poll workflow reduces email threads for group scheduling
- +Calendar integrations sync scheduled outcomes into attendee calendars
- +Time-zone aware scheduling prevents most common cross-region confusion
- +Simple meeting configuration supports quick setup for standard bookings
- –Fewer advanced service rules than practice-oriented scheduling suites
- –Limited governance controls for multi-role teams compared with enterprise schedulers
- –Group sessions and capacity allocation require workarounds versus built-in models
- –Automation depth for appointment lifecycle states is not as comprehensive as specialized tools
Recruiters and interviewers
Confirm panel availability with polls
Fewer scheduling messages
Consultants and advisors
Let others pick an appointment slot
Reduced back-and-forth
Show 2 more scenarios
Sales and project teams
Schedule stakeholder calls across calendars
Confirmed call time
Shares booking pages or polls so multiple stakeholders choose a mutually acceptable call time.
Customer-facing sales teams
Coordinate prospect demos via polls
Demo booked faster
Collects proposed times from prospects and attendees to confirm a demo without extended email threads.
Best for: Fits when service teams need fast availability polling and lightweight calendar sync for occasional group bookings.
YouCanBook.me
SMBScheduling tool that generates booking pages synced with team calendars for service appointments.
Calendar event syncing plus an API that can create and track bookings via external systems.
YouCanBook.me generates booking links that let staff publish availability and accept customer reservations without building a custom scheduling page. It supports assignment logic based on service duration and availability windows, and it uses a booking lifecycle that includes pending and confirmed states to reduce coordination gaps.
- +Booking link publishing works without custom page development
- +Calendar sync supports recurring availability updates across connected calendars
- +API and event webhooks enable booking and notification automation
- +iCalendar feed export supports subscription-based availability views
- –Staff and location complexity can become hard to model at scale
- –Advanced governance like RBAC and audit log retention is limited compared with enterprise schedulers
Website owners receiving requests
Add a booking widget to publish availability
Bookings without leaving site
Tutors and instructors
Publish repeating lesson availability
Less repeat coordination
Show 2 more scenarios
Service providers with booking links
Enable clients to book directly
Fewer back-and-forth messages
Lets clients choose an available time via booking links or a website widget without time coordination calls.
Operations teams
Schedule onboarding and equipment check-ins
Ordered check-in scheduling
Publishes booking slots so participants can reserve defined onboarding and check-in times.
Best for: Fits when small service teams need booking links with calendar sync and automation via API and webhooks.
Setmore
SMBOnline appointment scheduling platform offering calendar management and customer booking pages.
Staff and service setup in one place with time-buffer enforcement for cleaner consecutive booking behavior.
Setmore is an online scheduling service that emphasizes appointment bookings with a branded booking page and staff management. It supports multi-appointment services with configurable durations, built-in time buffers, and recurring appointment series.
- +Branded booking page and staff profiles reduce manual back-and-forth
- +Time buffers help prevent immediate overlap between consecutive appointments
- +Recurring appointment series supports ongoing schedules with fewer edits
- +Email and SMS reminders trigger from booking status changes
- –Queueing and walk-in style workflows depend on manual processes
- –Advanced capacity controls for group sessions require workarounds
- –Calendar sync conflicts can require admin intervention to reconcile availability
- –Webhook and API depth is limited for custom slot engines
Practitioners with ongoing clients
Schedule recurring appointments with fixed durations
More consistent planning
Service businesses and front desk
Publish staff-based booking pages
Fewer manual bookings
Show 2 more scenarios
Pet grooming and clinic staff
Collect intake details before services
Better session readiness
Uses custom forms and customer records to gather details needed for preparation before appointments.
Remote consultants and advisors
Book video and in-person services together
Single scheduling workflow
Schedules remote appointments through the same booking process as in-person services for unified handling.
Best for: Fits when small service teams need quick booking pages, staff calendars, and reminder automation without building custom scheduling logic.
Fresha
vertical specialistBooking and business management platform for salons, spas, and wellness professionals.
Appointment and business workflow automation ties customer notifications to booking lifecycle states rather than treating scheduling as a standalone calendar.
Fresha is scheduling software for appointment-based service businesses, and it is most distinct for bundling booking with built-in business operations workflows. It provides an appointment booking system with service catalog setup, provider availability publishing, and customer-facing booking pages that capture booking intent.
- +Customer booking pages are designed for appointment conversion without custom scheduling builds
- +Appointment lifecycle updates can trigger notifications and follow-on workflows automatically
- +Integrations and webhooks support calendar and external system event handoff
- +Multi-location operations are managed through consistent venue-level configuration
- –Calendar two-way reconciliation is limited compared with dedicated calendar sync-first tools
- –Complex scheduling rules require careful configuration instead of flexible rule authoring
- –Capacity planning for group sessions can be less granular than specialized scheduling engines
- –Advanced admin governance needs more process discipline for delegated access
Recording and appointment-led studios
Let clients book rooms or sessions
Fewer calls for confirmations
Local beauty and wellness operators
Expose services through a marketplace channel
Extra booking channel
Show 2 more scenarios
Multi-provider beauty teams
Align staff schedules and recurring visits
Fewer daily scheduling conflicts
Coordinates multi-provider calendars with service availability, recurring visits, and appointment assignments.
Pet grooming businesses
Manage pet profiles and recurring grooming
More organized multi-groomer ops
Handles pet and client profiles, recurring visits, staff assignments, service tracking, and checkout.
Best for: Fits when service businesses need end-to-end booking workflows with strong customer reminders and integration events.
Conclusion
After evaluating 10 online service scheduling software, Calendly 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 Online Service Scheduling Software
This buyer’s guide covers online service scheduling software built for customer self-booking, staff calendar management, and notification workflows. The guide compares ten options including Booksy, Calendly, Square Appointments, and Acuity Scheduling alongside Vagaro, Mindbody, SimplyBook.me, Setmore, Fresha, YouCanBook.me, and Doodle.
The evaluation emphasis follows integration depth, automation surface, and admin governance across booking lifecycle events. It also tracks where tools handle waitlist and capacity backfill, and where they rely on external setups for routing complexity.
Online Service Scheduling Software for appointment booking, capacity control, and automated lifecycle notifications
Online service scheduling software provides customer-facing booking pages and staff calendar controls that turn availability into scheduled appointments with confirmation and update events. Tools like Booksy use an embedded booking widget for customer slot selection and staff scheduling controls that reduce manual rescheduling work.
For automation and integration, Calendly emphasizes event webhooks and API endpoints for booking, cancellation, and reschedule handoff. For payment-driven service workflows, Square Appointments ties appointment confirmations and receipts to Square customer and payment records within the same scheduling flow.
Evaluation criteria for Online Service Scheduling Software
Online service scheduling software must convert customer availability into appointments while keeping staff calendars consistent and minimizing double booking. The most decisive differences show up in how tools move booking events through automation, how they handle capacity when demand spikes, and how they govern multi-staff and multi-location setups.
Embedded booking widget and customer flow fit
Booksy and Vagaro both emphasize embedded booking widgets that let customers pick slots without receptionist handoffs, which reduces scheduling friction. Square Appointments uses its widget to keep appointment confirmations aligned with Square customer and payment timelines.
Booking lifecycle events through API and webhooks
Calendly focuses on event webhooks and API endpoints for booking, cancellation, and reschedule handoff into external automation pipelines. YouCanBook.me also supports calendar sync plus an API that can create and track bookings via external systems.
Capacity backfill and waitlist promotion during cancellations
Booksy’s waitlist automation promotes canceled slots into the queue to reduce lost capacity without manual outreach. SimplyBook.me provides capacity-based booking with built-in waitlist promotion and slot backfill for group enrollments that reach caps.
Group session capacity and scheduling rules depth
SimplyBook.me includes capacity-based controls that fit group sessions hitting enrollment limits, which works better than basic appointment-only workflows. Calendly and Doodle provide group session support but show more limited capacity management compared with appointment-suite tools built around service catalogs.
Multi-resource routing and staff governance controls
Booksy pairs embedded booking with staff scheduling controls that reduce manual rescheduling work and helps manage staff calendars under policy. Vagaro supports routing into the correct calendar workflow, while complex routing rules can require careful configuration across services and staff.
Practice management linkage for memberships and client history
Mindbody connects studio-grade booking to memberships and client history so staff can run sessions using stored customer context. Fresha also ties booking workflow automation to customer notification triggers based on lifecycle states.
How to choose the right online service scheduling workflow
Selection should start from the booking lifecycle events that the business must trigger and the level of staff and resource governance the scheduling engine needs to enforce. After that, the decision should focus on whether routing and capacity rules are authored inside the scheduler or pushed into external integrations.
Decide whether the scheduling system must run the automation or only publish it
If booking changes must land in automation pipelines with event handoff, Calendly is built around event webhooks and API endpoints for booking, cancellation, and reschedule events. If calendar-linked automation is the priority while pages stay lightweight, YouCanBook.me supports booking link publishing plus calendar sync and API-based creation and tracking.
Pick the tool that matches capacity behavior for cancellations and capped enrollments
If canceled slots must be reallocated through a waitlist without manual outreach, Booksy’s waitlist automation promotes canceled slots to reduce lost capacity. If the business runs group sessions with enrollment caps, SimplyBook.me uses capacity-based booking plus waitlist promotion and slot backfill.
Choose based on how much staff calendar routing complexity must be modeled internally
If multi-resource routing must stay inside the scheduler, Booksy can be a strong match when staff scheduling controls reduce rescheduling work and calendar policy is enforceable. If routing must send clients into the correct workflow across services and staff, Vagaro supports embedded booking routing but complex routing rules require careful configuration.
Select the platform that aligns with the business’s front-end placement and customer receipt workflow
If scheduling must sit inside Square-driven customer and payment operations, Square Appointments links appointments to Square customer and payment records so confirmations and receipts map to the same customer timeline. If customer booking pages should be branded and configurable with intake fields, SimplyBook.me provides a configurable booking portal for custom service pages and intake capture.
Use practice or studio workflow tools when memberships and client history drive scheduling
If scheduling must be tied to memberships and client records across multi-location operations, Mindbody fits studio-grade booking with practice management records. If booking lifecycle status must trigger customer notifications and follow-on workflows as part of an end-to-end process, Fresha ties notifications to booking lifecycle updates.
Who each Online Service Scheduling Software is built for
Different online service scheduling software tools center on different scheduling engines and workflow models. The best fit depends on whether the business needs customer self-scheduling, staff governance, membership context, or event-driven automation handoff.
Service teams handling cancellations that must be rebooked quickly
Booksy’s waitlist automation promotes canceled slots into the queue to reduce lost capacity without manual outreach. SimplyBook.me also uses waitlist promotion and slot backfill for enrollment-capped group sessions.
Businesses that need automation systems to react to every booking change
Calendly is designed around event webhooks and API endpoints for booking, cancellation, and reschedule lifecycle handoff. YouCanBook.me supports calendar sync plus an API that can create and track bookings via external systems.
Square-first service businesses that want payment-linked confirmations
Square Appointments connects booking with Square customer and payment records so the appointment confirmation and receipts land in the same customer timeline. The embedded booking widget is designed for direct Square website placement.
Studios and multi-location operators that run memberships as part of scheduling
Mindbody ties bookings to memberships and client history so staff scheduling stays connected to customer context. Fresha also emphasizes booking lifecycle driven notifications rather than treating scheduling as a standalone calendar.
Small teams that want quick scheduling without building complex rule authoring
Setmore provides staff and service setup in one place with time-buffer enforcement for consecutive booking behavior. Doodle supports availability polling to reduce email threads for occasional group scheduling.
Common implementation pitfalls in Online Service Scheduling Software
Scheduling tools can look similar when only booking pages are considered, but implementation details often break real workflows. The most frequent failures come from underestimating routing complexity, mismatching capacity rules to group sessions, and choosing an automation model that conflicts with the needed event timing.
Assuming every product handles capacity and group enrollment caps the same way
SimplyBook.me is built around capacity-based booking with waitlist promotion and slot backfill for capped enrollments. Calendly and Doodle show more limited capacity management for group sessions compared with appointment-suite tools focused on capacity rules.
Under-scoping multi-resource routing work for staff and locations
Vagaro routing across services and staff requires careful configuration when routing rules become complex. Booksy can reduce manual rescheduling work with staff scheduling controls, but workflow changes still require careful configuration to match policies.
Choosing an automation approach that does not match the booking lifecycle events needed
Calendly’s value comes from API and event webhooks that support booking, cancellation, and reschedule event handoff into automation pipelines. Fresha ties customer notifications to booking lifecycle states, so businesses that need external pipeline handoff should validate the event paths before relying on lifecycle-driven reminders.
Using a poll-based scheduler when the business needs a complete appointment workflow
Doodle’s poll-based availability workflow creates proposed times without building a full booking flow. A dedicated appointment workflow such as Vagaro’s embedded widget or Booksy’s widget supports direct slot selection and avoids manual follow-up.
How We Selected and Ranked These Tools
We evaluated scheduling systems on feature coverage for customer self-booking, staff calendar controls, and notification workflows, which counted for 40% of the score. We rated integration depth and automation surface for booking lifecycle handoff and event-driven updates, which counted for 30% of the score.
We graded ease of setup and operational usability for scheduling teams, which counted for 30% of the score. Booksy led the ranking by combining an embedded booking widget for instant customer slot selection with staff scheduling controls that reduce manual rescheduling work and waitlist automation that promotes canceled slots to reduce lost capacity.
Frequently Asked Questions About Online Service Scheduling Software
How do Calendly and SimplyBook.me handle booking lifecycle states like pending confirmation and cancellation?
Which tools provide API and webhook handoff for booking creation and cancellation events?
When double-booking prevention fails, what breaks in Square Appointments compared with Setmore?
How does calendar sync work for YouCanBook.me and Calendly when multiple calendars must stay consistent?
How do Vagaro and Booksy support customer self-scheduling while keeping staff calendars in control?
Which schedulers support embedded booking widgets suitable for routing clients without receptionist intervention?
How do service duration overrides and capacity rules differ between SimplyBook.me and Mindbody?
When teams use iCalendar feeds or subscription updates, how do Setmore and YouCanBook.me differ?
What configuration work is required to manage multi-location and staff assignment in Fresha versus Mindbody?
How do automation workflows for reminders and waitlists differ between Booksy and Doodle?
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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