GITNUXSOFTWARE ADVICE
Consumer RetailTop 10 Best Salon Client Software of 2026
Compare salon client software tools like Booksy, Zenoti, and Mindbody for salon teams, with key fit points and tradeoffs to weigh.
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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Booksy is the best choice for salons that want booking plus two-way SMS that stays tied to confirmations and appointment status changes, thanks to the same appointment timeline and appointment-linked payment flow, while Zenoti fits multi-location teams since its commission tier engine applies staff split rules across services, roles, and outcomes.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Booksy
Two-way SMS conversations are connected to appointment actions like confirmations and status changes.
Best for: Fits when salons want booking, two-way SMS, and appointment-linked payments in one workflow.
Zenoti
Editor pickCommission tier engine that applies staff split rules across services, roles, and appointment outcomes.
Best for: Fits when multi-location salons need appointment operations plus recurring memberships and structured staff compensation.
Mindbody
Editor pickUnified client activity timeline links scheduling and payment events inside the same client profile.
Best for: Fits when multi-location salons need one operational client record across booking and payments.
Comparison Table
Booksy
SMBBooking and client management platform for salons and barbershops with a consumer marketplace.
Two-way SMS conversations are connected to appointment actions like confirmations and status changes.
Booksy centralizes appointment booking, client communications via two-way SMS, and payment capture into one workflow so staff do not switch between systems during day-of-service operations. The admin experience supports staff calendars, service definitions, and appointment status transitions that messaging and payment steps can reference. The booking widget can be configured around service availability and staff assignment rules so resource conflicts surface before confirmation.
A key tradeoff is that deeper operational systems like inventory barcode scanning, POS hardware bridge behavior, or complex commission and package-ledger controls rely on integrations rather than being fully native for every workflow. Booksy fits situations where a salon needs strong booking-to-reminders messaging, appointment-based payments, and fewer manual calls for confirmations and follow-ups.
- +Booking widget and two-way SMS use the same appointment timeline
- +Payment collection is tied to appointment flow, reducing manual settlement
- +Staff and service setup supports practical scheduling for busy front desks
- +Role-based access supports controlled operations across teams and locations
- –Complex back-office ledgers often need add-ons or external systems
- –Some operational edge cases depend on careful configuration of rules
- –Advanced reporting depth can lag dedicated finance and ops tooling
- –Kiosk-style walk-in workflows require extra setup beyond standard booking
Front desk managers
Reduce phone calls for confirmations
Fewer manual outreach tasks
Salon owners and operators
Accept card payments per booking
Cleaner settlement process
Show 2 more scenarios
Multi-location administrators
Standardize availability across staff
Lower scheduling errors
Configure staff and service scheduling rules to keep appointment capacity consistent.
Team leads
Coordinate staff calendars efficiently
More reliable coverage
Manage appointment status and assignments so staff can operate from a single schedule.
Best for: Fits when salons want booking, two-way SMS, and appointment-linked payments in one workflow.
Zenoti
enterpriseCloud-based software for salons, spas, and med spas with enterprise-grade client management.
Commission tier engine that applies staff split rules across services, roles, and appointment outcomes.
Zenoti records client profiles, schedules services, and manages payments for salons with recurring visit workflows and staff assignment. The system supports a booking experience and messaging flows that track appointment status from request to check-in and post-visit notes.
Zenoti also includes membership and prepaid series handling, plus operational reporting for centers and multi-location teams. Admin controls cover staff roles, permissions, and auditability across day-to-day operations.
- +Recurring and membership workflows align with ongoing client retention programs
- +Staff commission split tooling supports multi-role compensation structures
- +Operational reporting tracks appointment outcomes, capacity, and utilization
- +Client profile history centralizes service and visit context for front desk
- –Service ticket routing requires careful setup to match complex workflows
- –Deep configuration can slow changes when centers run many custom rules
- –Some front-desk processes depend on staff training to avoid policy mismatches
- –Offline edge cases are less straightforward than primarily online-first workflows
salon owners and managers
online booking with staff and rooms
Fewer booking conflicts
stylist commission managers
commission rules tied to services
More traceable incentives
Show 2 more scenarios
retention and marketing teams
rebooking reminders from appointment history
More consistent outreach
Appointment history and membership status drive reminders and follow-up messaging for repeat visits.
multi-location salon operators
standardized booking across locations
More consistent scheduling
Menus, calendars, staff availability, and booking rules stay consistent across multiple sites.
Best for: Fits when multi-location salons need appointment operations plus recurring memberships and structured staff compensation.
Mindbody
enterpriseWellness business platform serving salons, spas, and fitness studios with client scheduling and management.
Unified client activity timeline links scheduling and payment events inside the same client profile.
Mindbody supports appointment management with staff scheduling, service catalogs, and client records that carry booking, purchase, and visit context. The online booking widget can be configured around service offerings and appointment availability, which reduces back-and-forth with front-desk staff. Messaging tools connect to client records so staff can resolve appointment changes without searching multiple systems.
A key tradeoff is that deeper automation and reporting often require deliberate configuration across services, staff rules, and client communication settings. Mindbody fits best for chains or multi-location operators that need consistent client records and operational visibility while still supporting local staff calendars.
- +Central client record connects bookings, purchases, and visit history
- +Online booking widget uses service and availability configuration
- +Automated reminders reduce manual follow-ups for scheduled appointments
- +Payments are tied to booking workflows for fewer handoffs
- –Configuration-heavy setup for consistent schedules and communication behavior
- –Some salon-specific edge cases rely on add-ons or custom processes
- –Reporting granularity can require extra navigation across modules
- –Resource scheduling logic can feel rigid for unusual chair-sharing setups
Front-desk managers
Handle reschedules without client re-entry
Faster front-desk resolution
Salon chains
Keep service offerings consistent across locations
Lower cross-location variance
Show 2 more scenarios
Operations directors
Reduce missed appointments with automation
Lower no-show rate
Automated reminder cadence runs from booking state to client communications without daily manual work.
Independent stylists with teams
Coordinate staff schedules and client history
Less scheduling confusion
Staff calendars and client histories stay attached so walk-ins and bookings share the same record.
Best for: Fits when multi-location salons need one operational client record across booking and payments.
Vagaro
SMBSalon, spa, and fitness business management platform with booking, POS, and client management.
Two-way SMS threads connect client replies directly to appointment context for fewer manual phone follow-ups.
Vagaro is salon client software built around appointment booking, client profiles, and payments for in-salon and client self-service flows. Scheduling supports team calendars with recurring availability, resource allocation concepts like rooms or staff, and standard conflict blocking behavior during booking.
- +Two-way SMS messaging keeps appointment threads connected to scheduled services.
- +Online booking widget reflects configured service availability and booking rules.
- +Card payments record against appointment activity for cleaner client history.
- +Group scheduling tools reduce manual coordination for staffed or multi-room setups.
- –Advanced automation paths require setup discipline to avoid reminder duplication.
- –Certain back-office workflows depend on add-ons and limited native depth.
front-desk teams
booking-to-checkout appointment workflow
Less manual coordination
service marketers
promotions and reminders for repeats
Repeat-visit workflow
Show 2 more scenarios
personal trainers
recurring sessions with client messaging
Consistent coaching documentation
Recurring schedules, notes, and messages use connected client records for program delivery.
salon and spa owners
payments with appointment service context
Faster front-desk payments
Checkout captures deposits and retail purchases while keeping them linked to appointment details.
Best for: Fits when mid-size salons need appointment booking plus SMS engagement and card payments in one workflow.
Boulevard
mid-marketClient experience and operations platform for appointment-based businesses including salons.
Appointment-linked two-way messaging keeps reschedules and confirmations inside the same booking thread.
Boulevard connects booking to two-way client messaging so staff can manage changes and confirmations without copying details between systems. It includes appointment-level workflows such as deposits for missed visits and configurable reminder cadence tied to the appointment lifecycle. It also supports payments at check-in and can record tips and payouts in the same operational run as the appointment.
- +Two-way client messaging stays linked to appointment changes
- +No-show deposit capture supports policy-driven missed-visit handling
- +Payments and tip workflow reduce post-visit reconciliation steps
- +Staff and chair coverage rules help prevent resource conflicts
- –Policy-heavy automation needs careful configuration for deposits and reminders
Salon operations managers
Standardize policies across locations
Fewer missed-visit losses
Front-desk coordinators
Handle reschedules without spreadsheet copying
Faster booking turnaround
Show 1 more scenario
Owner-operators
Track staff revenue and tips
Cleaner payout visibility
Record services, payments, and tip outcomes per appointment for consistent reporting.
Best for: Fits when multi-staff salons need appointment automation plus messaging and payments in one workflow.
Mangomint
SMBSalon and spa management software with scheduling, POS, and client records.
Recurring appointment pattern handling keeps repeated services aligned to the same calendar and messaging timeline.
Mangomint is a salon client software system that centers on online booking, client messaging, and back-office scheduling for service businesses. It maps appointments into a working calendar that supports staff and resource scheduling workflows used in day-to-day salon operations.
- +Appointment calendar integrates scheduling blocks with staff and resource availability
- +Client messaging stays tied to booking events and schedule changes
- +Recurring booking workflows reduce manual rebooking work
- +Configuration controls support consistent booking and reminder behavior across operations
- –Advanced multi-location governance is harder when teams need granular role separation
- –POS hardware bridge and in-person payment tooling coverage can require external setup
estheticians and spa providers
repeat service notes and history
Less context switching
salon value program managers
gift cards loyalty and package tracking
Easier redemptions
Show 2 more scenarios
multi-location salon operators
performance reporting by location
Salon-specific decision data
Reports cover appointment trends, revenue, retention, staff productivity, and service mix.
front-desk scheduling teams
online booking into salon calendar
Less manual scheduling
Clients select services and time slots through a booking flow connected to the calendar.
Best for: Fits when salon operators need booking and appointment-driven messaging with consistent scheduling rules.
Squire
vertical specialistBarbershop and salon management platform with booking, POS, and client engagement tools.
Recurring series and standing appointment blocks tied to the same appointment record.
Squire handles salon client workflows with online booking, two-way messaging, and appointment payments built around staff and services. It supports recurring appointment series and standing appointment blocks, which helps reduce repeat booking friction.
- +Recurring series and standing blocks reduce repeat scheduling work
- +Appointment-linked messaging keeps client context attached to schedule changes
- +Payments are collected in the appointment flow instead of separate checkout screens
- +Operational visit history is organized around staff and service delivery
- –Advanced commission and split rules require careful configuration
- –Some edge cases for walk-in handling depend on staff process
- –Extending workflows beyond core booking and visits needs external tooling
- –Reporting depth for multi-location performance is limited versus dedicated BI tools
barbers and stylists
service history for recurring appointments
More consistent context
salon and barbershop managers
accept bookings with staff availability rules
Fewer booking conflicts
Show 2 more scenarios
salon operations leads
recurring schedule and rebooking patterns
Less manual rebooking
Teams organize recurring appointments and rebooking patterns without rebuilding each visit.
operators managing checkout
booking details flow to payments
Fewer handoffs
Appointment details carry into service tickets and receipts for end-of-day transaction review.
Best for: Fits when salons need appointment-centered messaging and payments with repeat booking automation.
Phorest
SMBSalon management software specializing in client retention and marketing automation.
Online booking widget configuration that ties into staff availability rules for appointment-level scheduling control.
Phorest is a salon client software suite that differentiates with a built-in client communication and booking workflow designed for daily reception operations. Its core capabilities cover appointment scheduling, client messaging, and online booking widget configuration that can be aligned to staff calendars and service catalogs.
- +Appointment flow matches front-desk operations with scheduling, confirmation, and reminders
- +Online booking widget supports per-service configuration and staff calendar alignment
- +Two-way client messaging reduces manual follow-ups for changes and confirmations
- +Admin reporting covers demand and service performance across active bookings
- –Advanced integrations and bespoke workflows require configuration and partner support
- –Some edge-case workflows need manual staff handling when calendars conflict
salon retention teams
memberships and loyalty-driven return messaging
More coordinated retention
hair beauty nail service teams
service history and recurring preferences
Relevant context before visits
Show 2 more scenarios
salon and spa reception teams
checkout with payments and retail sales
Fewer duplicated entries
Reception moves from appointment and service records into checkout, payments, retail sales, and history.
salon and barbershop managers
coordinate daily appointment changes
Fewer manual handoffs
Managers manage online bookings and provider availability from shared calendars with durations and confirmations.
Best for: Fits when multi-staff salons want appointment scheduling plus client messaging with limited custom development.
Fresha
SMBBooking and business management platform for salons and spas with a consumer marketplace.
Unified client and appointment record that keeps booking, check-in, and payment state aligned across locations.
Fresha is a salon client software option built around booking, client profiles, and payments workflows. Its main strength for chains and multi-location teams is tying appointment scheduling to automated client communications and a POS flow.
- +Booking and POS share appointment context for faster check-in
- +Client profile data reduces re-entry during repeat visits
- +Appointment reminders and message history are integrated into operations
- +Payments workflow supports tokenized processing for card-based checkout
- –Advanced routing like service ticket routing needs careful configuration
- –Some queue and conflict workflows can feel limited for high complexity staffing
salon and spa reception staff
repeat-client records during new bookings
More consistent client context
studio operators
client self-booking for rooms or sessions
Fewer calls for scheduling
Show 2 more scenarios
salon and spa operators
appointments published through online intake
Less front-desk coordination
Services are published, providers assigned, and bookings managed through intake through checkout.
no-show reduction teams
automated confirmations and reminders
More timely client communication
Reminders and booking-change communications are automated before appointments to reduce missed visits.
Best for: Fits when a chain needs coordinated booking, client messaging, and checkout without custom development.
Meevo
mid-marketSalon and spa management software by Millennium Systems International with client tracking and POS.
Two-way SMS messaging syncs with appointment status changes so clients receive real-time updates tied to bookings.
Meevo targets salon operations with appointment management, client records, and marketing-driven client communications tied to bookings. It focuses on day-to-day scheduling workflows rather than enterprise POS depth, with an admin layer for staff access and service setup.
- +Strong staff scheduling workflow with appointment block handling for repeat patterns
- +Two-way SMS messaging tied to booking status keeps clients synced
- +Service and staff configuration covers common chain or multi-staff salon setups
- +Conflict detection reduces accidental double-booking during schedule edits
- –POS hardware bridge coverage is limited compared with salon-first POS ecosystems
- –Advanced ledger needs like tip distribution and commission tiering may require workarounds
- –API and extensibility documentation is thinner than the leaders in this category
- –Deeper governance like granular RBAC and audit log trails needs setup discipline
salon spa and wellness teams
client profile history and visit notes
More complete repeat context
salon owners and front-desk teams
online booking with buffer and recurring rules
Clearer daily schedules
Show 2 more scenarios
salon marketers and customer service
memberships packages and reminder outreach
Less manual rebooking
Recurring bookings plus reminders, memberships, packages, and outreach support structured repeat visits.
front-desk check-in operators
check-in and checkout in one workflow
Less repeated data entry
Check-in and checkout connect appointments, service tickets, staff assignments, notes, receipts, and payments.
Best for: Fits when salons want reliable scheduling plus SMS-linked reminders without heavy POS-led ledgers.
Conclusion
After evaluating 10 salon client software, Booksy 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 Client Software
Salon client software centralizes booking, client messaging, and appointment-linked payments so each client’s activity stays connected to specific appointment changes. This guide covers Boulevard, Mindbody, Booksy, Vagaro, Zenoti, Fresha, Phorest, Mangomint, Squire, and Meevo.
The tools differ most in how appointment threads carry through reschedules and confirmations, how payments attach to the appointment flow, and how far the workflow reduces front-desk re-entry. Boulevard pairs appointment-linked two-way messaging with no-show deposit capture, while Mindbody ties a unified client activity timeline to both scheduling and payment events.
Salon Client Software for booking, two-way messaging, and appointment-linked payments
Salon client software coordinates the front-desk workflow by linking an online booking widget to appointment-level confirmations and two-way client messaging. Many systems also connect payments to the same appointment record so check-in and checkout state update within the client profile.
Boulevard and Booksy illustrate how tightly messaging can track appointment actions through linked appointment threads and SMS conversations connected to confirmations and status changes. Fresha adds a unified client and appointment record that aligns booking, check-in, and payment state across locations, which reduces data re-entry during repeat visits.
Appointment-thread messaging and appointment-linked payment state
Salon client software only saves time when messages and payments stay tied to the same appointment record during reschedules, confirmations, and check-in. Boulevard pairs appointment-linked two-way messaging with no-show deposit capture, which keeps policy handling in the same thread as booking updates.
Two-way messaging that follows appointment actions
Boulevard keeps reschedules and confirmations inside the same booking thread using appointment-linked two-way messaging. Booksy connects two-way SMS conversations to appointment confirmations and status changes so staff spend less time on manual phone follow-ups.
Online booking widget tied to service and availability rules
Mindbody uses an online booking widget that relies on configured service and availability rules so appointment behavior matches operational schedules. Phorest configures its online booking widget to align with staff availability rules for appointment-level scheduling control.
Unified client and appointment records across the workflow
Fresha aligns booking, check-in, and payment state using one unified client and appointment record across locations. Fresha also reduces data re-entry during repeat visits because client profile data supports repeat checkouts without re-typing details.
Payment collection attached to appointment flow
Booksy ties payment collection to the appointment flow by connecting payment handling to the same appointment timeline used for its booking widget and two-way SMS. Boulevard adds no-show deposit capture that supports policy-driven missed-visit handling tied to appointment events.
Commission logic and split behavior for multi-role compensation
Zenoti applies staff split rules using a commission tier engine across services, roles, and appointment outcomes. Zenoti also supports recurring and membership workflows that align with retention programs while staff compensation stays structured.
Recurring appointment patterns and standing appointment blocks
Mangomint supports recurring appointment pattern handling so repeated services stay aligned to the same calendar and messaging timeline. Squire provides recurring series and standing appointment blocks tied to the same appointment record to reduce repeat scheduling work.
Choose by automation depth, governance needs, and how conflicts are handled
Start by mapping where appointment-linked state must stay consistent across the front desk. Systems vary most in whether messaging stays attached to appointment changes and whether payment state updates live inside the same client workflow.
Pick the appointment-thread carrier for reschedules and confirmations
If reschedules must trigger the same message thread that clients use to confirm changes, prioritize Boulevard because two-way client messaging stays linked to appointment changes. If SMS behavior must track appointment status changes through the same timeline as booking events, Booksy is built around appointment-linked SMS and confirmations.
Decide whether the salon needs one client timeline across locations
If multi-location teams need one operational client record that joins scheduling and payment history, choose Mindbody because it links bookings, purchases, and visit history in a unified client activity timeline. If the priority is to align booking, check-in, and payment state without custom development, Fresha keeps appointment context shared across locations in one client and appointment record.
Select governance depth based on commission and routing rules
If commission tiers and staff split logic must apply across roles and appointment outcomes, choose Zenoti because its commission tier engine drives staff compensation rules. If service ticket routing is complex, check whether the workflow requires careful setup like Zenoti’s service ticket routing that must match complex workflows.
Use booking-widget control rules to prevent scheduling drift
If appointment availability must follow service and staff configuration inside the booking widget, Mindbody and Phorest both use configuration-driven availability alignment. If calendars conflict often, validate that edge cases do not force manual staff handling like Phorest’s calendar conflict edge cases.
Match recurring behavior to repeat services and series bookings
If the salon runs repeated services that must follow the same calendar and messaging pattern, choose Mangomint for recurring appointment pattern handling. If standing blocks must remain attached to one appointment record to reduce repeat scheduling work, choose Squire for recurring series and standing appointment blocks.
Confirm payment hardware fit for in-person flows
If the salon depends on a POS hardware bridge, verify how the product coverage compares with salon-first POS ecosystems because Meevo’s POS hardware bridge coverage is limited. If in-person checkout must stay connected to appointment context with less re-entry, Fresha connects booking and POS appointment context for faster check-in.
Which salon teams benefit from appointment-thread messaging and booking-state alignment
Salon teams that run frequent reschedules need messaging tied to appointment changes so staff do not re-explain timing and payment status. Boulevard fits multi-staff automation workflows that require appointment-linked messaging and policy handling for no-show deposits.
Multi-staff salons running appointment changes all day
Boulevard is built around appointment-linked two-way messaging plus no-show deposit capture, which keeps reschedule and missed-visit policy steps inside the same appointment thread.
Multi-location operations that want one operational client record
Mindbody centralizes client activity by linking scheduling and payment events inside one client profile so teams can see booking and purchase history together.
Chain salons that need consistent check-in and checkout state
Fresha aligns booking, check-in, and payment state across locations using a unified client and appointment record, which reduces repeat-visit re-entry.
Teams with structured staff compensation and role-based splits
Zenoti fits compensation models that require commission tier rules across services, roles, and appointment outcomes, with staff commission split tooling designed for multi-role payment behavior.
Operators focused on recurring booking patterns and series messaging
Mangomint and Squire both handle recurring appointment patterns and standing blocks tied to appointment records, which reduces repeated scheduling work and keeps messaging consistent.
Common pitfalls when selecting Salon Client Software for booking, messaging, and payments
Many salons pick tools based on booking and then discover that messaging and payment state do not stay attached to the same appointment record during day-to-day changes. The result is extra front-desk steps for reschedule calls and manual payment settlement.
Assuming two-way messaging will automatically stay linked to appointment changes
Boulevard and Booksy keep two-way messaging connected to appointment confirmations and status changes, so reschedules follow the same thread. Vagaro also connects client replies to appointment context, but advanced automation paths need setup discipline to avoid reminder duplication.
Underestimating commission and routing setup complexity
Zenoti’s commission tier engine applies staff split rules across roles and outcomes, but service ticket routing needs careful setup for complex workflows. Squire can require careful configuration for advanced commission and split rules that match the salon’s compensation model.
Skipping verification for POS hardware bridge coverage in in-person checkout
Meevo’s POS hardware bridge coverage is limited compared with salon-first POS ecosystems, which can push tip distribution or commission ledger work into workarounds. Fresha’s booking and POS appointment context reduces re-entry during check-in and checkout.
Choosing a tool that handles booking well but breaks recurring scheduling workflows
Mangomint and Squire both support recurring series and standing blocks tied to appointment records, which reduces repeat scheduling work. If the salon depends on recurring patterns, avoid tools that only provide basic repeat scheduling behavior without appointment-tied series handling.
Overlooking multi-location governance and role separation needs
Mangomint makes recurring pattern handling strong, but advanced multi-location governance is harder when teams require granular role separation. Zenoti’s deep configuration can also slow changes when centers run many custom rules, so governance requirements should drive the selection.
How We Selected and Ranked These Tools
We evaluated Boulevard, Mindbody, Booksy, Vagaro, Zenoti, Fresha, Phorest, Mangomint, Squire, and Meevo using features, ease of use, and value as primary dimensions. Features accounted for 40% by focusing on appointment-linked messaging behavior, online booking widget configuration, and appointment-attached payment handling like no-show deposit capture in Boulevard.
Ease of use accounted for 30% by checking how directly scheduling, confirmation messages, and payment state reduce front-desk re-entry. Value accounted for 30% by weighing how much day-to-day workflow complexity stays native versus requiring add-ons, with Boulevard setting the pace through appointment-linked two-way messaging paired with no-show deposit capture.
Frequently Asked Questions About Salon Client Software
How do Boulevard and Booksy keep two-way SMS tied to the same booking event?
Which tools support automated recurring workflows for memberships or prepaid series without building separate processes?
How does Mindbody handle a unified client activity timeline across booking and payments?
When chain salons need consistent appointment execution across locations, how do Fresha and Boulevard differ in setup expectations?
What breaks if appointment-linked payments are treated as a separate workflow from scheduling?
How do Zenoti and Fresha implement admin controls that reduce cross-staff access issues?
What API or integration approach is most useful when connecting a POS hardware bridge or other systems?
How do Phorest and Mangomint handle online booking widget configuration against staff availability rules?
Which tools provide standing appointment blocks and conflict prevention for recurring or fixed schedules?
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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