GITNUXSOFTWARE ADVICE
Personal Care ServicesTop 10 Best Salon Software of 2026
Top 10 roundup of salon software options for booking, payments, and staff management, with tradeoffs for salons choosing between platforms.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Phorest is the best pick for salons that need booking consistency across staff calendars and external reporting, because its API extensibility lets you reliably connect appointment and calendar data to other systems, whereas Zenoti fits multi-location teams better since commission and chair-rental calculations run directly from reservation activity.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Phorest
Phorest provides extensibility via an API surface that connects appointment and staff-calendar data to external systems.
Best for: Fits when salons need booking consistency across staff calendars, plus integrations for reporting and operational workflows.
Zenoti
Editor pickStudio-level commission and chair rental calculations run from reservation data and can be reported by staff.
Best for: Fits when multi-location salons need reservation control plus client and retail operations in one system.
Fresha
Editor pickBuilt-in client messaging and booking automation that triggers from appointment state changes.
Best for: Fits when multi-stylist salons need a single booking and payments workflow with team scheduling control.
Comparison Table
Phorest
vertical specialistSalon management software covering booking, client retention, marketing, and business reporting.
Phorest provides extensibility via an API surface that connects appointment and staff-calendar data to external systems.
Phorest is salon software built around appointment scheduling and staff workflow for multi-stylist teams. Its online booking and salon-branded scheduling surfaces are designed to match a stylist calendar and service menu with consistent service duration handling.
Admin tools cover client profiles with structured notes and consultation capture, plus automated reminders for booking changes and confirmations. Its integration and API capabilities focus on connecting booking data and staff calendars to external systems for operational reporting and downstream workflows.
- +Calendar synchronization keeps the stylist calendar aligned across channels
- +Automated reminders reduce manual follow-up for confirmations and changes
- +Client notes and structured intake support better appointment context
- +API and integration points enable connected workflows beyond bookings
- –Commission and chair rental tracking depth depends on how businesses model resources
- –Advanced automation setups can take time to map services, durations, and exceptions
- –Some marketing workflows require careful configuration to avoid duplicated messages
- –Reporting granularity can lag behind teams needing bespoke operational metrics
Salon marketing and retention teams
Coordinate memberships, loyalty, and return messaging
More consistent repeat visits
Salon managers with multi-stylist teams
Manage shared calendars and service durations
Fewer manual handoffs
Show 2 more scenarios
Salon front-desk and reception staff
Run checkout with appointment history
Fewer duplicated entries
Move from services to checkout to record payments, retail sales, and client history in one workflow.
Multi-room studio operations teams
Assign appointments to rooms and chairs
Better capacity alignment
Schedule bookings across therapists, stylists, rooms, and chairs to align availability with capacity constraints.
Best for: Fits when salons need booking consistency across staff calendars, plus integrations for reporting and operational workflows.
Zenoti
enterpriseCloud software for salon chains, spas, medspas, memberships, and franchises.
Studio-level commission and chair rental calculations run from reservation data and can be reported by staff.
Zenoti schedules services across a staff calendar and supports online booking with commission and retail tracking built into salon workflows. It manages client profiles with configurable forms and treatment history so staff can run repeat visits with consistent intake data.
Automation includes branded email and text message reminders tied to appointments, plus rebooking and no-show reporting for follow-up. Admin controls include role-based access and operational audit trails for changes to reservations, client records, and payments.
- +Commission and chair rental tracking align payments with daily rosters.
- +Text message reminders reduce missed appointments without staff manual work.
- +Configurable client intake and treatment history supports repeat visit context.
- +Role-based access limits who can edit reservations and payments.
- –Advanced configuration takes discipline across services, durations, and staff availability.
- –Some workflows rely on setup rather than self-serve templates for managers.
- –Inventory and retail workflows can feel heavier than basic POS add-ons.
- –Calendar synchronization requires careful testing for edge cases like manual reschedules.
Salon managers and front desk
Clients book within staff and room limits
Fewer booking conflicts
Spa owners with commission programs
Track commissions tied to services and sales
Traceable incentive calculations
Show 2 more scenarios
Multi-location operators
Standardize calendars and booking rules
More consistent scheduling
Shared service menus and availability constraints help coordinate appointments consistently across locations.
Business managers handling daily close
Reconcile bookings, payments, and retail
Clearer daily reconciliation
Closing workflows combine reservations, payments, and retail activity into operational reporting for reconciliation.
Best for: Fits when multi-location salons need reservation control plus client and retail operations in one system.
Fresha
vertical specialistAppointment, payment, client, inventory, and marketplace software for beauty businesses.
Built-in client messaging and booking automation that triggers from appointment state changes.
Fresha handles online booking and in-salon operations from one appointment calendar, including service menus and staff scheduling. Its core workflow connects customer profiles, payments, and marketing touches like automated reminders into a single operational thread.
The staff experience is built around recurring schedules and role-based access for managing teams across multiple locations. Fresha also supports inventory-style retail and reporting so front-desk actions and business metrics stay aligned.
- +Unified calendar ties booking, staff schedules, and service menu logic together
- +Automated reminders reduce manual follow-up for common booking events
- +Client profiles keep notes, history, and appointment context in one place
- +Multi-location reporting supports cross-branch operational tracking
- –Advanced workflows like complex chair rental tracking need extra configuration discipline
- –Limited visibility into custom processing flows beyond the built-in appointment pipeline
- –Commission and allocation reporting may require structured services and staff assignment rules
- –API and automation require more integration design than basic appointment setups
Salon and spa operators
Publish services and manage provider bookings
Less front-desk coordination
Front-desk repeat clients teams
Review history during new appointment handling
Faster repeat bookings
Show 2 more scenarios
Studio owners
Enable self-booking for rooms or sessions
Fewer calls for confirmations
Studios configure services and staff availability so clients book directly against real schedules.
Service and payments coordinators
Link service delivery to checkout
Less manual revenue capture
Service definitions, appointments, and payment collection stay within one operational workflow.
Best for: Fits when multi-stylist salons need a single booking and payments workflow with team scheduling control.
Vagaro
SMBSalon software for booking, payments, client management, payroll, and marketing.
Commission-style staff earnings reporting tied directly to appointment completion and service revenue.
Vagaro is salon software that combines online booking with staff and service scheduling under one calendar. It supports client profiles, automated text and email reminders, and built-in payments and receipts for day-to-day appointment workflows.
- +Appointment workflow stays inside one calendar with staff and services aligned
- +Text and email reminders reduce no-shows through time-based triggers
- +Commission-style reporting links staff earnings to completed appointments
- +Client profiles store notes that follow the next booking
- –Advanced retail and inventory tracking needs add-on coverage for some teams
- –Marketing tools center on reminders and lists, not deep campaign segmentation
- –Complex service bundles can require manual setup of durations and add-ons
- –Role separation for multi-location admin can feel limited without extra process
Salon front-desk teams
Book services and take payments
Fewer manual handoffs
Salon owners and managers
Schedule staff across services
Cleaner appointment coordination
Show 2 more scenarios
Retention-focused service marketers
Drive repeat visits via follow-up
Higher return appointment rate
Client history and automated messaging support rebooking based on completed appointments.
Multi-location operations managers
Review staff and location performance
More visible staff output
Managers view service-based reporting tied to scheduled appointments by provider and location.
Best for: Fits when salons need appointment scheduling, reminders, and staff commission reporting in one workflow.
Mangomint
vertical specialistSalon software for scheduling, checkout, inventory, reporting, and team management.
Staff calendar views map booked appointments to service duration so availability changes propagate through scheduling.
Mangomint fits salons that need consistent staff scheduling and a service menu that drives availability in the booking flow. Calendar synchronization keeps staff schedules aligned with booked appointments so staff see the same commitments. Client profiles can store notes and intake fields that teams reference during visits.
- +Online booking connects directly to the stylist calendar
- +Service catalog controls duration and appointment processing
- +Client profiles retain notes and intake details across visits
- +Automated reminders support lower manual rebooking effort
- –Requires careful setup of service and staff assignment for correct availability
- –Advanced governance controls are limited for multi-location operations
- –Commission and chair rental workflows depend on consistent internal data entry
- –Integration options may require configuration for complex retail workflows
Salon owners and managers
Reduce booking and reschedule admin
Fewer missed opportunities
Front desk teams
Capture intake during booking
Faster check-in
Show 2 more scenarios
Stylist supervisors
Keep availability aligned to capacity
Fewer double bookings
Service duration and staff assignment drive which appointments appear in the stylist calendar.
Operations leads
Standardize services across staff
More predictable scheduling
A shared service menu reduces variation in service duration and processing time.
Best for: Fits when a salon needs staff-schedule consistency from online booking through day-of-work.
GlossGenius
SMBBooking, payment, website, marketing, and client management software for beauty professionals.
Staff commission tracking tied to service execution keeps payouts aligned with actual appointments.
GlossGenius is salon software built around staff and client workflows, not general business management. It delivers appointment scheduling with a clear service menu model, plus client profiles that support notes and history capture.
- +Appointment scheduling reflects real salon workflows with services and service durations
- +Built-in text and email reminders reduce no-shows for scheduled clients
- +Client profiles store notes and visit context for faster repeat visits
- +Staff commission tracking supports payout calculations tied to services
- –Advanced automation requires more process setup than basic reminder-only use
- –Integrations depend on external tools for inventory and retail workflows
- –Reporting depth can lag specialist analytics tools for multi-location operators
- –Configuration changes to service timing can affect existing booking availability
Salon owners and front-desk teams
Manage online bookings with staff assignments
Fewer scheduling conflicts
Independent beauty business operators
Link bookings to payments and follow-up
Faster routine follow-through
Show 2 more scenarios
Salon reception and front-desk staff
Run day-of check-in from bookings
More consistent service handoff
Use appointment records to update status and coordinate check-in with the scheduled visit.
Salon and spa scheduling staff
Prepare appointments using client booking details
Better pre-visit readiness
Review client information captured in booking forms before visits to support smooth preparation.
Best for: Fits when beauty teams need staff calendar control, client record capture, and reminder automation.
DaySmart Salon
SMBSalon management software for scheduling, client records, payments, and staff operations.
Commission and performance reporting tied to appointment activity across staff calendars.
DaySmart Salon covers appointment scheduling, stylist calendar visibility, and resource scheduling with per-service durations and processing time so bookings reflect real operational flow. Online booking and automated reminders reduce gaps, while staff and commission tracking supports reporting that aligns with per-appointment outcomes. Client profiles store notes and consultation or intake information to carry context into future sessions.
- +Appointment scheduling links availability to service duration and processing time
- +Online booking connects directly to staff calendar scheduling
- +Automated reminders reduce missed appointments and last-minute gaps
- +POS workflows support retail and add-on sales tied to service visits
- –Some workflow depth requires careful configuration of policies and forms
- –Commission and reporting views can require role mapping discipline
- –Inventory and retail management depth can be uneven across locations
- –Deep automation beyond reminders depends on setup decisions
Front desk operations
Manage walk-ins and reschedules fast
Fewer scheduling errors and delays
Salon owners
Track per-stylist productivity
Clear performance visibility
Show 2 more scenarios
Marketing and retention teams
Run client follow-ups and offers
Higher repeat booking rates
Email campaigns and loyalty or gift card records support repeat-visit targeting based on visit patterns.
Retail and product managers
Sell add-ons during appointments
More consistent add-on conversion
POS workflows capture retail and add-on sales tied to the service visit for better session records.
Best for: Fits when multi-stylist teams need tight scheduling plus POS-linked client workflows.
Meevo
enterpriseSalon and spa management software for scheduling, payments, marketing, and reporting.
Staff scheduling that maps salon service sequencing to appointment planning with consistent service timing behavior.
Meevo centers salon operations around online booking and staff-facing scheduling, with configuration designed to mirror real day-to-day service workflows.
- +Calendar views match salon workflows with appointment and staff scheduling in one place
- +Service catalog supports consistent service duration and processing time handling
- +Client profiles store history notes needed for repeat visits
- +Operational reporting includes appointment performance visibility for manager review
- –Automation depth for marketing journeys is narrower than CRM-style tools
- –Waitlist management and no-show workflows need careful configuration to stay consistent
- –Integrations beyond calendar synchronization and payments may require workarounds
- –Role separation can be limited for multi-location governance needs
Salon owners and managers
Configure online booking with staff availability
Fewer manual booking steps
Front-desk check-in staff
Link appointments to service tickets
Less repeated data entry
Show 2 more scenarios
Spa teams and wellness staff
Store client history and visit notes
Better context for repeat visits
Attach appointment history and service details to each client profile for follow-up.
Salon marketers and customer service
Schedule recurring bookings and reminders
Less manual rebooking
Use recurring services, reminders, and memberships to support structured repeat-visit workflows.
Best for: Fits when a small salon team needs appointment-first operations with reliable client history tracking.
Salonist
SMBCloud salon software for appointments, point of sale, memberships, inventory, and reporting.
Rebooking is supported through client-linked service history records tied directly to the scheduler workflow.
Salonist combines online booking with a scheduler built around staff and services, including duration-driven booking windows and capacity by resource. Booking records link to client profiles and service history so rebooking and notes stay attached to the same person across visits.
- +Service durations drive consistent appointment windows across booking and staff calendars
- +Client profiles retain service history and notes for faster rebooking decisions
- +Automated reminders connect to cancellation and no-show tracking workflows
- +Staff and chair scheduling supports resource scheduling without manual spreadsheets
- –Automation surface is limited for multi-step treatment workflows beyond standard reminders
- –Some advanced reporting depends on manual export rather than configurable dashboards
- –Integration depth for payments and retail inventory is narrower than general POS ecosystems
- –Complex commission rules require more setup discipline than straightforward flat models
Salon owners and front-desk teams
Coordinate staff availability with service menus
More consistent booking coordination
Accounting staff and operators
Reconcile services, retail, and payments
Faster period close
Show 2 more scenarios
Managers and bookkeepers
Prepare commission splits for payroll
Less manual sales reshaping
Track staff-related sales and generate commission exports for payroll handoff workflows.
Owners overseeing multiple locations
Roll up sales and commissions across sites
Consolidated oversight for review
Combine selected operational and sales reporting from multiple salon locations into one view.
Best for: Fits when a salon needs staff-aware scheduling, client history, and reminder automation without deep custom workflows.
Kitomba
vertical specialistSalon and spa software for booking, point of sale, marketing, payroll, and reporting.
Client profiles connect treatment history and appointment context to each booking so staff can prepare consistently.
Kitomba provides online booking and a staff calendar model where each appointment is linked to a specific service, staff member, and scheduled duration. Client profiles hold notes and service context so staff can review intake and prior treatments before the appointment. Automated reminders reduce manual follow-ups and help protect the booking pipeline.
- +Staff calendar scheduling ties appointments to named stylists
- +Client profiles keep notes and treatment history for faster prep
- +Automated reminders reduce manual confirmation work
- +Email campaign tooling supports ongoing client follow-up
- –Custom workflows require careful service and scheduling setup
- –External system integration depth is limited versus enterprise suites
- –Commission and chair-rental reporting can require extra process discipline
- –Feature breadth may lag niche payroll workflows
Salon owners and managers
Reduce no-shows across busy weeks
More attended appointments
Front-desk teams
Check-in with complete client context
Faster, informed check-in
Show 2 more scenarios
Stylist teams
Schedule recurring services reliably
Fewer schedule conflicts
Availability and booking flow keep each stylist’s appointments aligned to service duration.
Marketing operators
Run appointment-based email follow-ups
Higher rebooking rates
Email campaign tools support rebooking and ongoing client outreach tied to activity.
Best for: Fits when multi-stylist salons need staff-linked scheduling and client history at check-in.
Conclusion
After evaluating 10 salon software, Phorest 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 Salon Software
Salon software brings together appointment scheduling, online booking, and staff calendar coordination so teams can run the same booking logic from confirmation through day-of services. This guide covers DaySmart Salon, Mangomint, Kitomba, Vagaro, Zenoti, Phorest, Meevo, Salonist, Fresha, and GlossGenius across scheduling depth, client record handling, reminders, and reporting.
The ranking and guidance focus on integration and automation surfaces like calendar synchronization and appointment-state triggers, plus governance where role mapping and service-to-staff assignment rules affect outcomes. DaySmart Salon and Mangomint lead with appointment workflow alignment to service duration and processing time across staff calendars.
Salon Software for scheduling, booking automation, and staff-aware client records
Salon software manages a service menu with service durations and appointment processing time so the scheduler can reserve the right windows on each stylist calendar. Tools like DaySmart Salon and Mangomint link availability updates to booked appointment activity so online booking changes propagate into staff scheduling without manual rebuilding.
Client profiles store appointment context and operational notes so check-in workflows can pull treatment history and preparation details tied to each booking. Kitomba connects treatment history and appointment context inside client profiles while Fresha ties messaging and booking automation to appointment state changes.
Salon scheduling, automation, and governance checks that change day-to-day operations
Salon software saves time when it keeps service windows and staff availability in sync from online booking through the staff calendar. DaySmart Salon and Mangomint both propagate appointment activity into stylist scheduling so changes made by booking do not require manual rework.
Automation quality shows up in how reliably reminders and rebooking actions follow appointment state changes. Fresha triggers booking automation from appointment state changes, while Vagaro and GlossGenius align reminders and staff commission views to completed appointments.
Service duration and processing-time alignment with staff calendars
DaySmart Salon ties appointment scheduling availability to service duration and processing time across staff calendars. Mangomint maps booked appointments to service duration so availability propagates through scheduling.
Appointment-state automation for reminders and client messaging
Fresha triggers built-in booking and messaging automation from appointment state changes. Vagaro uses text and email reminders with time-based triggers to reduce no-shows.
Client history and treatment context attached to each booking
Kitomba links treatment history and appointment context in client profiles so staff can prepare consistently at check-in. Salonist ties rebooking to client-linked service history records directly in the scheduler workflow.
Commission and payouts reporting tied to appointment completion
Vagaro delivers commission-style staff earnings reporting tied to appointment completion and service revenue. Zenoti runs studio-level commission and chair rental calculations from reservation data and reports by staff.
Resource modeling for chair rental and pay alignment
Zenoti calculates chair rental along with commission using reservation data and daily rosters. DaySmart Salon focuses commission and performance reporting tied to appointment activity across staff calendars.
Extensibility through an API surface and integration-ready automation
Phorest provides extensibility via an API surface that connects appointment and staff-calendar data to external systems. Fresha and GlossGenius still rely on external tools for inventory and retail workflows when advanced tracking is required.
Choose Salon Software by workflow coupling, automation depth, and configuration governance
The right selection depends on how tightly the software couples booking logic to staff scheduling. DaySmart Salon prioritizes commission and performance reporting tied to appointment activity across staff calendars, and Mangomint centers staff calendar consistency from online booking through day-of work.
Next, automation should match the team’s operational depth. Phorest supports API-based integration for appointment and staff-calendar data, while Meevo limits marketing journey automation depth compared with CRM-style tools.
Map your service timing to staff scheduling behavior first
If the business needs appointment windows that adjust when service duration or processing time changes, prioritize DaySmart Salon or Mangomint because availability propagates into staff scheduling. If the business runs tightly sequenced service timing, Meevo supports staff scheduling that maps service sequencing to appointment planning with consistent service timing behavior.
Decide where client context must live during check-in
If staff prep depends on treatment history and appointment context at check-in, choose Kitomba or Salonist because client profiles or rebooking records keep that history inside the workflow. If appointment-state messaging is the highest priority, Fresha uses built-in client messaging and booking automation tied to appointment state changes.
Pick the commission and resource workflow that matches how payouts are calculated
If staff earnings require commission tied to appointment completion and service revenue, choose Vagaro because its reporting stays connected to the appointment workflow. If chair rental and commission must calculate from reservation data by daily roster, choose Zenoti because chair rental calculations run from reservation data.
Branch by configuration tolerance for multi-location and multi-resource complexity
If multi-location governance and advanced controls matter, DaySmart Salon has deeper commission and reporting views but also expects role mapping discipline. If advanced governance controls are a hard constraint for multi-location, Mangomint limits governance depth and focuses more on scheduling consistency.
Use API and extensibility only when the operations team needs external system linkage
If external reporting or operational workflows require connection to appointment and staff-calendar data, Phorest provides an API surface for extensibility. If inventory and retail workflows must run inside the same system, Vagaro and GlossGenius can require add-ons or external tools for advanced retail and inventory tracking.
Who each Salon Software style fits best
Salon teams should match their payout model, staff scheduling complexity, and client history requirements to the product’s workflow depth. The tools below differ most in how they couple appointment activity to staff calendars and how much context they retain inside client profiles and scheduler records.
Multi-stylist salons that need staff-aware scheduling plus POS-linked client workflows
DaySmart Salon aligns appointment availability with service duration and processing time across staff calendars and connects online booking directly to staff calendar scheduling.
Salons that want staff schedule consistency from online booking through day-of work
Mangomint maps booked appointments to service duration in staff calendar views so availability changes propagate through scheduling.
Multi-stylist teams that require treatment history and context at check-in
Kitomba stores treatment history inside client profiles and ties it to each booking so staff can prepare consistently.
Teams that calculate payouts using commission-style reporting tied to appointment completion
Vagaro and GlossGenius both tie commission tracking to completed service execution in the appointment workflow.
Operations teams that need chair rental and commission calculations across locations
Zenoti computes studio-level commission and chair rental from reservation data and supports reporting by staff from daily rosters.
Common Salon Software pitfalls that cause scheduling and payout failures
Most failure modes come from mismatched configuration discipline to scheduling complexity. The products differ on how much setup is required for correct service timing, staff assignment, and commission governance.
Selecting a tool with scheduling alignment but skipping service duration and staff assignment setup
Mangomint requires careful setup of service and staff assignment so correct availability emerges from booking through the stylist calendar. DaySmart Salon also depends on careful policy and form configuration when workflow depth matters.
Expecting enterprise-grade governance controls for multi-location when the product focuses on scheduling workflow consistency
Mangomint limits advanced governance controls for multi-location operations, which can constrain manager workflows. Zenoti and DaySmart Salon require role mapping or configuration discipline to keep commission and resource calculations aligned.
Modeling chair rental and commission without validating how the calculations run from reservation data
Zenoti runs chair rental and commission calculations from reservation data, so resource mapping must match the business rules. Vagaro delivers commission-style earnings reporting tied to appointment completion and service revenue, which may not mirror chair rental calculations.
Overloading automation expectations into marketing journeys without confirming automation depth
Meevo has narrower automation depth for marketing journeys than CRM-style tools, so waitlist and no-show workflows require careful configuration. Salonist limits multi-step treatment workflow automation beyond standard reminder automation.
Assuming inventory and retail workflows exist in the core system
Vagaro needs add-on coverage for advanced retail and inventory tracking. GlossGenius depends on external tools for inventory and retail workflows when more than appointment and reminder basics are required.
How We Selected and Ranked These Tools
We evaluated DaySmart Salon, Mangomint, Kitomba, Vagaro, Zenoti, Phorest, Meevo, Salonist, Fresha, and GlossGenius across scheduling coupling, client record handling, reminder automation, and reporting depth. Features counted for 40% of the ranking because service duration and processing time alignment, client context in profiles, and commission calculations tied to appointment completion change daily execution.
Ease and value each counted for 30% because staff workflows only stay consistent when configuration effort matches the team’s governance tolerance. DaySmart Salon ranked highest because appointment scheduling links availability to service duration and processing time across staff calendars and because commission and performance reporting ties to appointment activity across staff calendars.
Frequently Asked Questions About Salon Software
How do salon software tools keep staff calendars and appointment availability consistent during reschedules?
Which tools support client intake details like consultation forms and treatment history before the visit?
What automation controls handle reminders and rebooking after cancellations?
Which systems provide admin audit trails for reservation, client, and payment changes?
How does each tool handle payments and receipts during the appointment workflow?
What breaks if a salon needs extensibility through an API for booking and staff-calendar data?
How do tools model service duration and service changes when staff capacity varies by chair or resource?
When a salon uses rebooking, how do client history records stay linked to the right future appointments?
Where do inventory and retail workflows fit into salon software calendars and client records?
How do role-based access controls affect team operations across multiple locations or staff teams?
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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