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Business Process OutsourcingTop 10 Best Queing Software of 2026
Compare queing software options like Skiplino, Waitwhile, and QLess, with tradeoffs for help desks, clinics, and retail teams.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
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Framework: Features 40% · Ease 30% · Value 30%
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Skiplino is the best pick for branch teams that need ticketing, routing, and SMS updates across multiple locations because its counter assignment plus queue routing rules decide which service point serves each ticket, while QLess is a strong alternative for contact centers needing SMS-first queue position and estimated wait visibility for walk-ins.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Skiplino
Counter assignment combined with queue routing rules to control which service point serves each ticket.
Best for: Fits when branch teams need ticketing, routing, and SMS updates with multi-location queue control.
Waitwhile
Editor pickWaitwhile’s workflow builder coordinates customer queue progression with staff prompts, reducing manual handoffs at the counter.
Best for: Fits when teams need digital queue UX plus staff call prompts without building custom queue logic.
QLess
Editor pickSMS-first queue notifications tied to ticket position, combined with routing to defined service points.
Best for: Fits when contact centers or service counters need SMS-driven queue status and wait-time visibility for walk-ins.
Comparison Table
Skiplino
SMBMobile queue management and appointment booking system.
Counter assignment combined with queue routing rules to control which service point serves each ticket.
Skiplino is organized around day-to-day queue management tasks such as generating tickets, assigning service counters, and keeping customers informed during wait time. The product supports multiple locations through configuration choices that keep service-point availability and queue handling consistent across branches. Messaging features are aimed at reducing dead time by sending status updates during the queue lifecycle.
A key tradeoff is that deeper automation depends on how integrations are implemented around the queue state and ticket events, which can shift effort to the integration work. Skiplino fits best when a single organization needs queue routing rules and customer notifications across several branches, not just one storefront queue display.
- +Digital ticket and customer notification workflow for walk-in queue handling
- +Queue routing rules that map request types to service counters
- +Operational visibility for live queue status and branch flow monitoring
- +Queue data export options for reporting and internal analysis
- –Queue automation depth relies on integration work around queue events
- –Complex multi-rule routing can increase admin configuration time
- –Advanced analytics often require additional reporting setup
- –Queue transfer workflows need careful rule design to avoid misroutes
Branch operations managers
Manage walk-in flow across counters
Lower waiting friction
Contact center queue owners
Integrate queue events with CRM
Cleaner customer lifecycle
Show 2 more scenarios
Location network admins
Standardize queue handling by branch
More uniform service
Apply consistent service point configuration and routing logic across multiple locations.
Service operations analysts
Report on queue performance
Better capacity decisions
Export queue data for analysis of demand patterns and queue outcomes.
Best for: Fits when branch teams need ticketing, routing, and SMS updates with multi-location queue control.
Waitwhile
SMBVirtual queue and appointment scheduling platform.
Waitwhile’s workflow builder coordinates customer queue progression with staff prompts, reducing manual handoffs at the counter.
Waitwhile is built around interactive queue states that customers can see and staff can act on, rather than a static ticket printer workflow. The system supports multi-step flow design with queue join, check-in, and progression controls that map to how service counters actually operate. It also provides queue-related reporting so teams can monitor wait behavior and service efficiency without building custom dashboards.
A tradeoff is that advanced routing and omnichannel behavior typically requires deliberate workflow configuration and integration work. Waitwhile is a strong fit when a contact center or multi-branch operation needs consistent queue handling across web and messaging while staff stay focused on real-time turn-taking.
- +Customer-facing queue steps reduce front-desk explanations
- +Estimated wait time display supports calmer lobby decision-making
- +Queue status updates work across digital join and staff actions
- +Queue analytics support operational tuning by location and time
- –Complex routing needs careful workflow configuration
- –Hardware queue display workflows can require separate integration effort
- –Queue aggregation across locations can demand integration planning
- –Automation depth depends on available API and connector coverage
Customer service operations
Virtual lobby with staff callouts
Faster counter turn-taking
Multi-branch retail support
Queue analytics by branch
Better service-point utilization
Show 2 more scenarios
Workforce planning teams
Peak load queue balancing
Lower queue abandonment risk
Operational reporting highlights load patterns so queue capacity can be tuned ahead of high-traffic windows.
Field contact center teams
Queue transfer between channels
Fewer repeated customer prompts
Customer queue state can be carried into follow-up steps so handoffs happen with less re-collection of details.
Best for: Fits when teams need digital queue UX plus staff call prompts without building custom queue logic.
QLess
enterpriseVirtual queue management software for appointments, walk-ins, and customer flow.
SMS-first queue notifications tied to ticket position, combined with routing to defined service points.
QLess is a virtual queuing system that turns walk-in traffic into trackable ticket flows with SMS queue updates. It includes a lobby-facing queue display concept and estimated wait time messaging that follows the current queue state. Queue routing logic assigns ticket handling across service points, while queue analytics help teams spot throughput and wait-time trends.
A tradeoff is that QLess fits best when an organization needs counter-linked ticketing and routing, since the core value centers on service points and queue state updates. It is a strong fit for government or public-facing offices that handle mixed walk-ins and appointments where staff capacity can change during the day.
The strongest usage pattern pairs customer check-in with an operational view of queue movement, so staff can manage service order while constituents track progress through SMS updates. Queue analytics then support operational tuning when certain service points become bottlenecks.
- +SMS queue position updates reduce front-desk status calls
- +Estimated wait time messaging helps customers plan without staff intervention
- +Queue routing supports assigning tickets to specific service points
- +Queue analytics make throughput and wait-time trends visible to managers
- –Queue transfer and priority tier routing take careful operational rules
- –Some integrations require governance to keep queue state consistent
government service counters
Coordinate walk-ins across public desks
Constituents track queue progress
operations service leaders
Monitor wait times and throughput
Bottlenecks surface quickly
Show 2 more scenarios
service teams handling walk-ins
Run a virtual line for arrivals
Less time stuck in line
Unscheduled customers join a waitlist and receive updates without standing in a physical line.
DMV licensing operations
Handle visits by service type
Clear progress for customers
Visitors check in for licensing or motor vehicle visits and track status as capacity changes.
Best for: Fits when contact centers or service counters need SMS-driven queue status and wait-time visibility for walk-ins.
Wavetec
enterpriseEnterprise queue management and customer flow solutions.
Queue state API enables real-time queue updates for digital signage, customer apps, and operational dashboards.
Wavetec is a queueing software vendor used for virtual queue management and digital ticketing workflows. The product focus centers on virtual lobby flows such as pre-arrival check-in, queue position display, and appointment blending for walk-in traffic.
- +Queue routing rules support service point selection across workflows.
- +Queue position display and estimated wait time calculation for customer updates.
- +Queue transfer supports reassigning customers between service points.
- +Queue state API supports real-time integrations with displays and apps.
- –More complex setup is needed for multi-location queue aggregation.
- –Queue analytics dashboard depth can feel limited without external reporting.
customer experience teams
Let customers join queues remotely
Fewer physical line questions
service desk operators
Send SMS notifications during queue movement
Customers avoid missed callouts
Show 2 more scenarios
branch operations managers
Combine appointments and walk-in demand
More consistent customer handling
Shared queues blend scheduled and unscheduled arrivals in one coordinated service flow.
service desk operations teams
Route walk-ins from check-in to counters
Fewer manual callouts
Queue routing assigns ticket handling through ticket assignment and counter service.
Best for: Fits when contact centers or service branches need API-driven queue state integration and routing control across channels.
Qminder
SMBCloud-based queue management system for service locations.
Service level thresholds can trigger queue state changes that keep staff and customers aligned on risk of long waits.
Qminder manages walk-in and appointment blended flows by issuing tickets, showing positions, and updating estimated wait times as staffing and service performance change. The system supports multi-location queue aggregation patterns and uses configurable routing rules to decide where a visitor waits and which service point they receive. Queue transfer is handled through queue state changes rather than re-entering the lobby process. Queue analytics feed daily operations review with abandonment rate and wait-time trends.
- +QR code ticketing supports fast walk-in entry with minimal staff handling
- +Estimated wait time updates track queue state changes during service
- +Queue analytics highlight abandonment and wait-time trends by branch
- +Queue transfer updates the visitor journey without reissuing a ticket
- –Complex routing scenarios may require careful configuration across service points
- –Some third-party contact center workflows require more integration work than native queues
Branch operations teams
Manage walk-ins with dynamic ETAs
Lower lobby crowding
Service center supervisors
Monitor abandonment and capacity utilization
Fewer lost customers
Show 1 more scenario
Customer service integrators
Route across multiple counters
Faster counter assignment
Configurable queue routing rules assign visitors to service points and support queue transfer events.
Best for: Fits when multi-branch teams need walk-in queue control with SMS updates and analytic visibility.
Tensator
enterpriseQueue management and customer journey solutions including virtual queuing.
Purpose-built queue display hardware and signage integration for consistent ticket position and estimated wait presentation in lobbies.
Tensator manages virtual queue flows for organizations that need ticketing, lobby display, and channel notifications as people arrive. It supports queue routing rules and counter assignment so staff can serve the next caller or ticket without manual coordination. The system focuses on queue visibility and operational reporting through configurable displays and analytics views for service points.
- +Supports digital ticketing and lobby queue display workflows
- +Queue routing rules and counter assignment reduce manual dispatching
- +Queue analytics reporting supports operational tuning across service points
- +Hardware integration for queue display uses purpose-built kiosk and signage setups
- –Some advanced automation requires deeper integration work with external systems
- –Configuration changes can affect routing behavior without obvious change previews
- –Queue state reporting and exports can be limited for highly custom dashboards
- –Multi-location aggregation needs careful rule design to avoid misrouted tickets
lobby operations managers
Run ticketing with counter visibility
More orderly counter service
branch service coordinators
Assign counters based on queue rules
Reduced staff coordination work
Show 2 more scenarios
operations reporting teams
Review queue performance per service point
Wait trends become actionable
Analytics views show queue visibility and operational reporting for each configured service point.
customer communications owners
Notify customers with queue status updates
Fewer repeated status inquiries
Channel notifications update customers as their ticket progresses through the queue.
Best for: Fits when branch operations need tightly controlled queue routing, counter assignment, and visible queue progress.
Waitlist Me
vertical specialistWaitlist and queue software for restaurants and service businesses.
Automated customer notifications that track waitlist position changes to reduce staff status calls.
Waitlist Me focuses on customer waitlist capture and queue position communication rather than full counter-driven virtual queue hardware deployments. The system supports digital queue signup flows and automated notifications that update customers as their place changes.
- +Customer-facing waitlist signup reduces manual phone intake for queue starts
- +Automated queue position notifications cut repeated status checks by staff
- +Capacity and cutoff controls help enforce service window limits
- +Configuration changes can be applied without rewriting queue logic
- –Limited evidence of deep queue routing rules across multiple service points
- –Queue state API coverage for live integrations is not clearly documented
- –Queue analytics dashboard depth is constrained versus contact-center queue suites
- –Requires disciplined operational setup to keep capacity windows accurate
restaurants and service businesses
Collect waitlist entries via web check-in
Faster arrival intake
salons and venues teams
Track walk-in arrivals and notify turn
More orderly queues
Show 2 more scenarios
restaurant operations teams
Share reservations and walk-ins in one workflow
Clearer arrival visibility
Teams coordinate scheduled and unscheduled parties in a shared party and seating workflow.
service desk and restaurant hosts
Send guest updates as progress happens
Fewer status calls
Text updates notify guests when they join, advance, or get called from the waitlist.
Best for: Fits when branch or service teams need digital waitlists and SMS-style updates, not full omnichannel routing.
Woven
vertical specialistScheduling and queue management software for DMV and government service offices.
Woven’s queue state eventing model enables downstream automations for transfers and notifications tied to queue lifecycle changes.
Woven targets contact-center queueing workflows with an orchestration layer for routing, counters, and customer status updates. It is designed to coordinate walk-in or pre-arrival check-in flows with queue rules, then publish queue state to the channels and displays used by the branch.
- +Queue routing rules connect directly to counter assignment workflows
- +Queue state can be pushed to external displays and customer messaging channels
- +Event-driven automation supports handoffs when customers move through the flow
- +Branch-level configuration supports multi-location queue aggregation patterns
- –Complex queue logic needs careful governance to avoid routing conflicts
- –Advanced queue analytics require more setup than basic queue status views
- –Hardware display integration adds deployment steps beyond software-only use
- –Bulk queue data export and reporting granularity feel limited for heavy BI
contact center operations
Orchestrate queue routing and counters
Less manual queue handling
branch operations teams
Support pre-arrival check-in flows
Consistent customer status
Show 2 more scenarios
workflow automation teams
Trigger notifications from queue events
Faster operational responses
Queue events can launch downstream actions like notifications and handoffs.
operations governance leads
Configure queue logic for controlled handling
More consistent queue behavior
Administrators set queue rules and operating parameters to reduce manual queue management work.
Best for: Fits when contact centers need configurable queue routing plus queue state publishing across multiple front channels.
NextMe
vertical specialistWaitlist and queue management software for restaurants and in-person service teams.
Queue transfer workflows support multi-step handling across service points without rebuilding queue definitions.
NextMe is queuing software for contact-center style intake that focuses on real-world walk-in and app-based check-in flows. It provides queue state visibility, display-side queue updates, and notification options that keep customers informed while staff are assigned to service points.
- +Queue routing supports policy tiers for different service needs
- +Display updates and customer notifications reduce front-desk verbal load
- +Queue transfer flows support multi-counter or multi-step handling
- +Queue analytics support operational review of wait outcomes
- –Queue state API depth and event granularity appear limited versus enterprise suites
- –Queue configuration can require careful governance to avoid routing mistakes
- –Digital display hardware integration options are narrower than large CC platforms
- –Exports for queue data support reporting, but schema flexibility is constrained
contact center intake teams
Handle walk-in and app check-in
Reduced intake friction
branch service supervisors
Coordinate service points with handoffs
Better policy adherence
Show 2 more scenarios
front desk staff
Update queue displays during service
Clearer customer queue position
Queue state drives display-side updates so staff can assign service points based on current queue progress.
operations reporting leads
Track throughput and waiting outcomes
Operational bottlenecks identified
Reporting focuses on queue throughput and waiting outcomes to guide operational decisions.
Best for: Fits when branch or counter teams need configurable queue routing with notifications and measurable wait outcomes.
Waiterio
vertical specialistRestaurant waitlist software for managing queues, reservations, and table flow.
Counter assignment driven by queue routing rules with real-time queue state updates for both staff and customers.
Waiterio routes walk-in and appointment-driven traffic into a managed virtual queue that tracks ticket progress and estimated completion. The system supports counter assignment with queue routing rules and publishes live queue status for customers.
- +Queue routing rules support counter assignment for multiple service points
- +Live queue status updates keep customers aligned with current wait time
- +Branch configuration supports multi-location walk-in flow control
- +Notification automation reduces manual checking of queue state
- –Queue routing changes require careful configuration to avoid misassignment
- –Advanced reporting depends on data export or downstream analytics setup
hospitality and retail managers
Run queueing for walk-ins and appointments
Unified service queue
service operations staff
Assign counters using routing rules
More consistent service order
Show 2 more scenarios
customer communications teams
Publish live queue status to customers
Fewer repeated status questions
Live queue status shows customers where they are in the queue and what completion timing looks like.
multi-channel operations leads
Connect displays and customer channels
Aligned customer and staff views
Automation hooks and integration points connect staff views, displays, and customer channels to the same queue state.
Best for: Fits when contact centers and branches need managed walk-in flow with counter assignment and live customer updates.
Conclusion
After evaluating 10 queing software, Skiplino 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 Queing Software
Queing software helps contact centers and service branches run virtual queue management with digital ticketing, queue position display, and estimated wait time calculation tied to live queue state. This guide covers Qminder, Waitwhile, Skiplino, Wavetec, Tensator, QLess, Waitlist Me, NextMe, Waiterio, and Woven across walk-in flow, routing rules, and customer notification paths.
The standout differences show up in queue state automation and integration depth. Qminder triggers queue state changes from service level thresholds, while Wavetec exposes queue state updates through a queue state API for digital signage and dashboards. Waitwhile emphasizes workflow builder-driven progression with staff call prompts, and Woven focuses on queue lifecycle eventing for downstream transfers and notifications.
Queing Software for virtual queue management, counter routing, and queue state automation
Queing software coordinates how customers enter a virtual queue, how tickets are assigned to service points, and how customer-facing updates reflect current queue position and estimated wait time calculation. These systems typically combine queue routing rules, counter assignment, and customer notifications so staff spend less time on manual status updates.
In this category, Qminder pairs QR code ticketing with estimated wait time updates that track queue state changes during service. Wavetec adds a queue state API that supports real-time queue updates for digital signage, customer apps, and operational dashboards. Other tools in the set shift emphasis toward workflow builder progression, counter-driven routing, or queue state eventing for integration-driven automation.
Queue state automation, routing control, and integration surfaces
Queing software turns live queue position into actions such as counter assignment, customer notifications, and display updates, so the queue system becomes an operational control plane rather than a static ticket list.
The strongest tools in this set separate what staff see from what customers see and they tie both to queue state changes, routing rules, and event or API surfaces that other systems can consume.
Service level thresholds that change queue state
Qminder can trigger queue state changes from service level thresholds, which aligns staffing decisions with customer wait risk instead of relying only on position updates. NextMe supports queue transfer workflows that move tickets across service points with notifications once queue handling rules fire.
Queue state API and eventing for external displays and apps
Wavetec provides a queue state API for real-time queue updates that feed digital signage, customer apps, and operational dashboards. Woven uses a queue state eventing model that publishes queue lifecycle changes for downstream transfers and notifications.
Counter assignment driven by routing rules
Skiplino combines counter assignment with queue routing rules so request types map to the right service counter. Waiterio similarly ties routing rules to counter assignment and keeps staff and customers synced with live queue status updates.
Workflow builder-driven queue progression with staff prompts
Waitwhile coordinates queue progression with a workflow builder that includes staff prompts, which reduces manual handoffs at the counter. Tensator focuses on queue routing rules and counter assignment that reduce manual dispatching while keeping a consistent lobby display experience.
SMS-driven notifications tied to ticket position
QLess sends SMS-first queue position updates tied to ticket position and pairs them with routing to defined service points. Qminder also updates estimated wait time as queue state changes, and its QR code ticketing targets fast walk-in entry.
Choose by the queue state control loop: thresholds, routing, and publish/consume
Queueing software decisions should start with what drives change inside the system and what must happen outside it, not with which user interface a team prefers.
The tools in this set split into threshold-driven automation, API or event publish models, and workflow or counter-routing models, so a fit comes from matching the queue state control loop to the operating model.
Pick the automation trigger that matches operational risk handling
If service level thresholds must actively move tickets or update queue state risk, Qminder supports service level thresholds that can trigger queue state changes. If the primary need is moving customers across service points through configured transfer workflows, NextMe and Woven focus on queue transfer and queue lifecycle eventing.
Select the integration pattern that matches existing apps and displays
If a real-time queue state feed must be consumed by digital signage and customer apps, Wavetec’s queue state API is the closest match. If downstream systems should subscribe to queue lifecycle changes, Woven’s queue state eventing model supports transfers and notifications based on queue events.
Lock down counter assignment logic for multi-service-point branches
If request type to service counter mapping must be explicit and rule-driven for walk-in queues, Skiplino combines queue routing rules with counter assignment. If counter assignment must stay aligned with live queue status updates for both staff and customers, Waiterio pairs routing-driven counter assignment with real-time queue state updates.
Choose the front-desk workflow model that reduces counter explanations
If staff prompts must coordinate the customer journey step-by-step, Waitwhile’s workflow builder coordinates queue progression with staff call prompts. If the goal is consistent lobby queue presentation with hardware-driven workflows, Tensator focuses on purpose-built queue display hardware and signage integration.
Decide how notifications should reach customers and who owns the rules
If SMS is the main customer notification channel and it should reflect ticket position and wait-time messaging, QLess and Qminder both center customer messaging around queue state and estimated wait time updates. If the workflow builder and staff prompts must lead progression, Waitwhile shifts the workload to configured steps rather than only message-based status calls.
Who benefits from specific queuing software queue mechanics
Different teams need different queue state mechanics because queue progression affects staffing, counter behavior, and customer communications. The right choice depends on whether operations need threshold automation, API-driven integrations, or tightly controlled counter routing.
Multi-branch walk-in operations with service points that change based on demand
Qminder fits branch teams that need walk-in queue control with SMS updates and analytic visibility backed by service level threshold driven queue state changes. Skiplino and Waiterio fit teams that need counter assignment through queue routing rules with live customer alignment.
Contact centers and service organizations integrating queue state into digital signage and apps
Wavetec fits teams that need a queue state API to push real-time queue updates to digital signage, customer apps, and dashboards. Woven fits teams that need queue lifecycle event publishing for transfers and notifications across multiple front channels.
Front desks that must reduce manual handoffs and repeated customer explanations
Waitwhile fits organizations that want a workflow builder that coordinates customer queue progression with staff prompts. Waitlist Me fits teams that want automated customer notifications that track waitlist position changes to reduce repeated status calls.
Lobby teams that rely on queue display hardware and consistent ticket progress presentation
Tensator fits branch operations that need queue display hardware and signage integration for tightly controlled routing, counter assignment, and visible queue progress. Wavetec also supports queue position display and estimated wait time calculation for customer updates when digital signage is central.
Teams that need multi-step queue handling across service points without recreating queue definitions
NextMe fits organizations that need queue transfer workflows that support multi-step handling across service points with notifications. Woven fits teams that want transfers and notifications tied to queue lifecycle eventing rather than only positional updates.
Common buying pitfalls that break queue behavior in production
Queueing software failures often show up as wrong counter assignment, stale customer wait information, or brittle integrations that lose queue state consistency. These issues come from mismatching automation depth to the operational model or underestimating configuration complexity in routing and event publishing.
Selecting a tool that only shows queue position while ignoring queue state automation triggers
Qminder ties service level thresholds to queue state changes that affect customer and staff alignment, so avoid tools that do not address threshold-based risk handling. If threshold-driven behavior is required and only positional display exists, staff will still manage risk manually.
Treating queue routing and counter assignment as a one-time setup
Skiplino notes that complex multi-rule routing can increase admin configuration time, so plan governance for routing rules that evolve. Waiterio also requires careful configuration when routing changes could misassign customers to the wrong service point.
Assuming queue state integrations are plug-and-play across multiple locations
Wavetec flags more complex setup for multi-location queue aggregation, so integration effort grows with branch count. Woven calls out governance needs to avoid routing conflicts when queue logic becomes event-driven across multiple front channels.
Overbuilding omnichannel routing when teams only need digital waitlist notifications
Waitlist Me focuses on automated customer notifications that track waitlist position changes and it has limited evidence of deep queue routing rules across multiple service points. If full multi-service-point routing is required, NextMe, Skiplino, or Waiterio align better with counter routing requirements.
How We Selected and Ranked These Tools
We evaluated Qminder, Waitwhile, Skiplino, Wavetec, Tensator, QLess, Waitlist Me, NextMe, Waiterio, and Woven by comparing queue state automation depth, routing control behavior, and how queue state updates reach customers and displays. Features counted for 40% and we weighted ease of setup and operational fit for 30%, with the remaining 30% assigned to value based on how directly the queue mechanics match the stated use cases.
Qminder ranked first due to service level thresholds that trigger queue state changes, plus QR code ticketing paired with estimated wait time updates that track queue state changes during service. Wavetec ranked highly for its queue state API that enables real-time integration into digital signage, customer apps, and operational dashboards, while Woven ranked for queue state eventing that supports downstream transfers and notifications tied to queue lifecycle changes.
Frequently Asked Questions About Queing Software
How do Twilio Queues and Wavetec differ in queue state delivery for digital signage and dashboards?
Which tool supports customer queue progression with staff prompts rather than only status updates?
How does QLess handle estimated wait time messaging when ticket position changes?
What breaks if queue routing rules are misconfigured in Skiplino or Waverter-style setups?
How can teams migrate existing digital ticket or waitlist data into Qminder or Waitlist Me?
Which tools provide admin controls for multi-location governance and operational reporting?
How does Woven enable automation when queue lifecycle events occur?
When should a contact center choose Waiterio over Waitwhile for branch-style intake?
Which security controls are typically required to keep queue data restricted across roles in Qminder or Woven?
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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