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Top 10 Best Indoor Software of 2026

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Top 10 Best Indoor Software of 2026

Editorial roundup of indoor software options, focusing on key features and tradeoffs to help teams shortlist the right fit.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.

Read our full methodology →

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

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

Indoor software tools tie physical spaces to digital operations through screen provisioning, indoor mapping, and location data for routing, asset tracking, and visitor flow. This comparison targets analysts and operators who must weigh integration paths, configuration and RBAC controls, and API extensibility across indoor signage, wayfinding, and real-time positioning systems without committing to a full custom stack.

ScreenCloud is the best pick for teams running indoor screen events that need zone-based behavior tied to a live validation loop, since its map-driven floor edits directly inform trigger outputs, whereas Yodeck fits smaller spaces needing map-calibrated zone tracking with BLE and UWB event outputs.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

ScreenCloud

Zone configuration with a live signal validation loop ties floor layout edits directly to trigger behavior.

Best for: Fits when teams need zone-based indoor events with a map-driven configuration workflow.

2

Envoy

Editor pick

Event-driven access and visitor workflows that connect Envoy devices to external systems via API, using real-time building events.

Best for: Fits when building teams need location-linked access and visitor workflows, not a full custom positioning stack.

3

Yodeck

Editor pick

Combined BLE and UWB deployment support with map-calibrated zone event outputs for indoor tracking workflows.

Best for: Fits when teams need map-aware zone tracking and action triggers across multi-room spaces.

Comparison Table

1
ScreenCloudBest overall
enterprise
9.5/10
Overall
2
enterprise
8.8/10
Overall
3
8.6/10
Overall
4
API-first
8.4/10
Overall
5
enterprise
8.0/10
Overall
6
enterprise
7.8/10
Overall
7
enterprise
7.5/10
Overall
8
API-first
7.1/10
Overall
9
vertical specialist
6.9/10
Overall
10
API-first
6.6/10
Overall
#1

ScreenCloud

enterprise

Digital signage software for managing indoor screens across workplaces, retail sites, and venue networks.

9.5/10
Overall
Features9.5/10
Ease of Use9.5/10
Value9.5/10
Standout feature

Zone configuration with a live signal validation loop ties floor layout edits directly to trigger behavior.

ScreenCloud is well suited for indoor projects that treat the floor as a configurable environment with zones that map to user and asset behaviors. Its core workflow centers on importing a floor plan, configuring spatial references, and testing zone triggers against live signal conditions. ScreenCloud then routes zone events to downstream consumers so app logic can respond without duplicating calibration and parsing work.

A key tradeoff is that the quality of zone triggering depends on disciplined beacon or tag placement and calibration walks that align with the chosen reference points. It fits best for wayfinding and dwell-time analytics pilots where teams can iterate on zone boundaries until false triggers drop.

Pros
  • +Zone-driven event pipeline reduces custom indoor rules duplication
  • +Floor plan and zone configuration workflow shortens setup-to-testing cycles
  • +Signal testing loop supports faster iteration on geofence boundaries
  • +Operational configuration supports repeatable rollouts across spaces
Cons
  • –Zone accuracy degrades when deployment density and calibration discipline slip
  • –Deep integration work may require SDK adjustments for app-specific payloads
  • –Advanced indoor navigation graph features are limited for complex multi-hop routing
  • –High update rate tuning can be time-consuming during early tuning phases
Use scenarios
  • Retail operations teams

    Trigger offers by zone entry

    Fewer false promotions

  • Museum experience teams

    Start exhibits on zone dwell

    More consistent engagement

Show 2 more scenarios
  • Logistics facility teams

    Track assets through restricted zones

    Faster exception detection

    Spatial zones create event streams for entry and exit tracking of tagged assets.

  • Real estate tech teams

    Calibrate floor plan zones during rollout

    Smoother multi-site launches

    Teams import floor plans, tune reference alignment, and validate triggers before go-live.

Best for: Fits when teams need zone-based indoor events with a map-driven configuration workflow.

#2

Envoy

enterprise

Workplace platform for visitor management, desk booking, room scheduling, and indoor office operations.

8.8/10
Overall
Features8.8/10
Ease of Use8.8/10
Value8.8/10
Standout feature

Event-driven access and visitor workflows that connect Envoy devices to external systems via API, using real-time building events.

Envoy runs an indoor space system that combines room-level schedules, visitor and badge workflows, and device-backed location events. The core value comes from linking Envoy hardware like door readers and sensors to a location-aware operations layer used by building teams.

Configurations support rules for access timing, visitor routing, and event-driven workflows tied to who is where. The automation surface includes an API for provisioning and for consuming location and access events in external systems.

Pros
  • +Room-aware access workflows tied to device location events
  • +API supports provisioning and external automation with event consumption
  • +Operational controls for visitor flows connected to building state
  • +Audit-friendly activity timelines for access and check-in style events
Cons
  • –Indoor positioning quality depends on hardware deployment and calibration
  • –Advanced custom workflows require careful integration design
  • –Wayfinding, heatmaps, and navigation graphs are not the primary focus
  • –Complex multi-building rollouts need governance and RBAC planning
Use scenarios
  • Workplace operations teams

    Coordinate hybrid desk check-in and visibility

    More consistent desk allocation

  • Office administrators and employees

    Schedule meeting rooms from availability views

    Fewer booking conflicts

Show 2 more scenarios
  • Reception and workplace operations

    Streamline visitor arrival with badges

    Less manual visitor processing

    Pre-registration, digital sign-in, and host notifications automate badge workflows for traceable arrivals.

  • Multi-site workplace administrators

    Govern access and booking across locations

    More consistent workplace policies

    Location and permission configuration standardizes workplace policies and booking conventions between offices.

Best for: Fits when building teams need location-linked access and visitor workflows, not a full custom positioning stack.

#3

Yodeck

SMB

Cloud digital signage software for indoor screens in offices, retail spaces, and public venues.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Combined BLE and UWB deployment support with map-calibrated zone event outputs for indoor tracking workflows.

Yodeck focuses on real-time location use cases such as zone-based tracking for people and assets, and occupancy-style analytics derived from tracked presence. It provides a configuration workflow tied to indoor maps, including calibration steps that align device measurements to a floor plan coordinate reference. Event outputs include location state changes for downstream systems and automation flows.

A key tradeoff is that positioning quality depends heavily on deployment density and calibration walks, which can require on-site iterations after installing beacons or anchors. Yodeck fits teams that already manage indoor spatial references and want location event feeds for operations dashboards, wayfinding triggers, or asset routing within defined areas.

Pros
  • +Zone and occupancy style analytics come from location event streams
  • +Supports both BLE beacon and UWB anchor deployments
  • +Map-aligned configuration reduces time spent interpreting raw coordinates
  • +Location events integrate with external systems for automation
Cons
  • –Positioning accuracy needs repeat calibration after beacon or anchor changes
  • –Advanced tuning work increases setup time for large venues
  • –Deployment design choices affect multipath mitigation results
  • –Complex multi-floor projects need careful spatial reference management
Use scenarios
  • Facilities operations teams

    Track staff and zones during shifts

    Faster coverage verification

  • Retail asset tracking teams

    Manage high-value item movement

    Reduced loss risk

Show 2 more scenarios
  • Industrial floor managers

    Monitor equipment dwell in cells

    Better scheduling decisions

    Tracked presence supports dwell time analytics per configured indoor areas.

  • Venue wayfinding owners

    Trigger directions by location

    Lower user friction

    Zone change events switch content as users enter and exit map-defined areas.

Best for: Fits when teams need map-aware zone tracking and action triggers across multi-room spaces.

#4

Mappedin

API-first

Indoor mapping software and SDKs for wayfinding, directories, and spatial experiences.

8.4/10
Overall
Features8.4/10
Ease of Use8.5/10
Value8.3/10
Standout feature

Venue and floor publishing that layers POIs, zones, and location-driven views into a single indoor experience.

Mappedin is used to create indoor navigation experiences by combining map assets with venue content like POIs and route structure. The system is designed to integrate with location sources so that assets or users appear on the right floor in near real time. Governance is driven through tenant-level administration that controls which maps and content objects are published and who can edit them.

Pros
  • +Indoor navigation publishing from imported floor plans with venue content layering
  • +Location-aware map views that render moving entities on the correct floor
  • +Admin workflows for map publishing and structured content management
  • +Integration-first approach for connecting external location systems
Cons
  • –Positioning accuracy depends on calibration quality of imported plans
  • –Large multi-building deployments require careful content and coordinate governance
  • –Complex wayfinding logic needs additional design work beyond basic POIs
  • –Custom workflows depend on available API surface and integration support
Use scenarios
  • Retail operations teams

    Offer indoor wayfinding for shoppers

    Fewer help-desk requests

  • Logistics and asset managers

    Track forklifts and tagged assets indoors

    Faster asset retrieval

Show 2 more scenarios
  • Facility management teams

    Maintain interactive maps across renovations

    Reduced map inconsistency

    Publishing controls support controlled updates to floor content tied to each venue map version.

  • Venue technology integrators

    Integrate indoor location sources

    Shorter integration cycles

    APIs and SDK integration connect location data so entities render in the correct indoor context.

Best for: Fits when operations teams need indoor navigation and location overlays backed by external positioning feeds.

#5

Robin

enterprise

Office scheduling software for indoor workplace space booking and occupancy planning.

8.0/10
Overall
Features8.0/10
Ease of Use8.0/10
Value8.0/10
Standout feature

Robin’s event webhooks and API-driven event model let workflows react to indoor location state changes in near real time.

Robin uses indoor location data to coordinate building actions and operational workflows. Core capabilities focus on mapping indoor spaces, defining location events, and connecting those events to automation that runs inside Robin.

Pros
  • +Event-driven automation connects location changes to external systems via API
  • +Indoor space configuration supports zone-based logic for operational triggers
  • +Admin controls cover team access and workspace governance
  • +Extensibility supports custom integrations without rebuilding the core workflow
Cons
  • –Zone definitions require careful floor plan calibration and ongoing maintenance
  • –Advanced workflow logic needs integration work outside the core UI
  • –Operational dashboards depend on correct event throughput settings and tag quality
  • –Multi-building rollouts require stricter configuration discipline for consistency
Use scenarios
  • Workplace strategy and facilities leaders

    Compare reservation and occupancy across spaces

    Informed capacity and space decisions

  • Office booking policy administrators

    Configure zones, groups, and booking rules

    More consistent shared resource use

Show 2 more scenarios
  • Facilities and workplace planning teams

    Review layout changes and move scenarios

    Coordinated layout planning discussions

    Map indoor floor plans and test seating or room configuration options for planning reviews.

  • Shared meeting room schedulers

    Manage room availability and exceptions

    Predictable room scheduling process

    Control booking permissions, recurring reservations, and exceptions for consistent meeting room scheduling.

Best for: Fits when teams need location-triggered automation with a controlled admin surface and integration-ready workflows.

#6

MazeMap

enterprise

Indoor mapping and navigation software for campuses, hospitals, offices, and large facilities.

7.8/10
Overall
Features7.8/10
Ease of Use7.9/10
Value7.7/10
Standout feature

MazeMap routing and navigation graph generation that links map geometry to floor-to-floor wayfinding paths.

MazeMap delivers indoor navigation by combining indoor map publishing with route generation across floors.

Pros
  • +Venue-centric wayfinding with clear route presentation across floors
  • +Embeddable indoor map and location experiences via SDK integration
  • +Map and routing configuration model oriented to operator workflows
  • +Documentation and tooling built around publishing indoor navigation
Cons
  • –Strong indoor map calibration workflow can increase launch time
  • –Deep real-time tuning is limited compared with custom positioning stacks
  • –Multi-building governance features may be thin for very large portfolios
  • –Asset tracking requires additional integration effort beyond navigation
Use scenarios
  • Facilities management teams

    Navigate rooms, floors, and entrances

    Faster location of operational areas

  • Mall and venue operators

    Direct shoppers to stores and services

    Reduced staff location requests

Show 2 more scenarios
  • Event and conference organizers

    Route attendees between sessions and services

    More self-directed attendee movement

    Generate floor-spanning navigation so attendees find rooms and facilities with less on-site help.

  • Emergency and safety planners

    Deliver interactive evacuation guidance

    Clearer evacuation direction on screens

    Show occupant-facing egress routes across floors and buildings using interactive indoor maps.

Best for: Fits when venue teams need branded indoor navigation with SDK embedding and operator-managed map updates.

#7

Skykit

enterprise

Digital signage and screen management platform for indoor business environments.

7.5/10
Overall
Features7.5/10
Ease of Use7.5/10
Value7.5/10
Standout feature

Zone-based event routing that turns positioning updates into deterministic in-zone and out-of-zone triggers.

Skykit focuses on indoor software workflows for real-time location experiences and venue operations. Its core capabilities center on mapping indoor spaces, defining zones, and connecting location signals to applications that need live context.

Pros
  • +Zone configuration supports real-time location driven logic
  • +SDK integration path fits custom indoor client apps
  • +Indoor map setup supports multi-floor deployments
  • +Operational tooling aligns with venue-style rollout workflows
Cons
  • –Zone tuning needs disciplined calibration passes per area
  • –Advanced automation requires more implementation work
  • –Governance features are less detailed than enterprise audit tooling
Use scenarios
  • Venue operations teams

    Manage touch-enabled signage zones

    Reduce manual signage updates

  • IT signage operations

    Admin distributed screen networks

    Fewer onsite checks

Show 2 more scenarios
  • Retail marketing teams

    Schedule promotions across display groups

    Consistent retail messaging

    Teams coordinate promotional content for screen groups and specific indoor areas on schedules.

  • Restaurant groups

    Swap menu boards by time

    Faster menu coordination

    Teams prepare menu and promotions per indoor display zones and schedule changes by daypart.

Best for: Fits when indoor teams need zone-based live location events for navigation or operational dashboards.

#8

Quuppa

API-first

Bluetooth angle-of-arrival software for real-time indoor location systems.

7.1/10
Overall
Features7.1/10
Ease of Use7.1/10
Value7.1/10
Standout feature

Quuppa location engine turns beacon measurements into low-latency zone and position outputs for app consumption.

Quuppa targets indoor positioning deployments that need high update-rate location over large facility areas. Core capabilities include a location engine that ingests beacon measurements and delivers zone, route, and asset position outputs for downstream apps.

Pros
  • +SDK integration for custom apps that consume real-time location feeds
  • +Zone outputs support geofencing-style workflows without custom math
  • +Project setup supports repeatable deployment across similar indoor sites
  • +Extensibility via APIs enables integration with existing operations systems
Cons
  • –Beacon deployment density and calibration walk impact time-to-accuracy
  • –Data export and reporting depth can lag behind dedicated analytics products
  • –Wayfinding-style graphs require additional implementation work in the client
  • –Debugging positioning issues needs measurement-level visibility from tooling
Use scenarios
  • Logistics warehouse ops

    Real-time pallet and cart tracking

    Reduced misplacements and faster retrieval

  • Manufacturing plant engineering

    Intricate route guidance for forklifts

    Fewer route deviations

Show 2 more scenarios
  • Security and facilities teams

    Personnel zone alerts in buildings

    Quicker incident response

    Quuppa uses configured anchor and tag setups to drive live zone events for access monitoring.

  • Indoor platform developers

    SDK-driven location integration for apps

    Faster indoor app delivery

    Quuppa supports SDK and APIs for consuming live location streams in custom indoor applications.

Best for: Fits when facilities need real-time indoor location integration for zones, wayfinding, and asset tracking.

#9

Nextome

vertical specialist

Indoor positioning software for navigation, asset tracking, and location-based experiences.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Zone and route rule configuration that turns computed positions into app-ready state transitions.

Nextome focuses on indoor location experiences that pair an indoor map workspace with a location engine workflow. It targets deployment scenarios that rely on physical calibration and zone modeling to turn beacon or tag signals into usable coordinates.

Pros
  • +Indoor map calibration workflow supports multi-floor alignment for deployments
  • +Zone and rule configuration maps location outputs into business events
  • +SDK integration is designed to feed coordinates and state into app clients
  • +Configuration rollout supports managing multiple sites with shared patterns
Cons
  • –Accurate results depend on careful beacon deployment density and calibration walks
  • –Wayfinding graph quality can be limited by how routes and node rules are authored
  • –Higher-scale deployments require governance discipline to avoid rule drift
  • –Integration setup can require engineering effort for event mapping and telemetry
Use scenarios
  • Retail ops and store techs

    Zone-based navigation across multiple store floors

    Fewer misroutes indoors

  • Logistics and warehouse IT

    Lane routing from tag detections

    Faster picking and tracking

Show 2 more scenarios
  • Facility management analytics teams

    Indoor asset monitoring within defined areas

    Clean area-level visibility

    Zone modeling converts signal inputs into structured events that update indoor experiences automatically.

  • System integrators and deployers

    Multi-site rollout with rule updates

    Shorter deployment cycles

    Configuration controls streamline calibration, map updates, and placement of location data into SDK apps.

Best for: Fits when indoor apps need rule-based location events tied to calibrated floor maps.

#10

Pointr

API-first

Indoor location software for mapping, navigation, geofencing, and asset tracking.

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

Deployment governance for indoor calibration outputs, plus an events-focused API for turning location signals into zone-driven actions.

Pointr handles indoor location data collection and pipeline setup for deployments that need real-time tag, tag-to-device, and zone-aware results. It focuses on calibrating indoor maps and managing beacon or anchor inputs so an application can consume location outputs with consistent coordinate handling.

Pros
  • +API supports programmatic reads of location and zone events for app integration
  • +Calibration workflow centers on producing stable indoor coordinates for mapping apps
  • +Deployment management reduces operational friction across multiple indoor sites
  • +Geofencing-style zone definitions map cleanly to application event models
Cons
  • –Setup requires disciplined beacon or anchor installation to avoid noisy results
  • –Advanced integrations need engineering time to align event schemas with apps
  • –Indoor map updates can become operationally heavy for frequently changing spaces
  • –Limited visibility into positioning internals compared with vendor-specific tuning tools
Use scenarios
  • Campus facilities and visitor services

    Publish searchable multi-building campus wayfinding maps

    People reach destinations indoors

  • Hospital navigation teams

    Map departments for visitor indoor routing

    Visitors find departments easily

Show 2 more scenarios
  • Facilities and operations staff

    Route technicians to service points

    Staff follow indoor routes

    Operations teams configure indoor maps so staff can follow directions to departments and service locations.

  • Product and developer teams

    Embed indoor search and directions via APIs

    Apps deliver indoor guidance

    Developers integrate location outputs so existing apps or kiosks offer indoor directions and destination search.

Best for: Fits when multi-site teams need repeatable indoor calibration, governed deployment changes, and an integration-first API.

Conclusion

After evaluating 10 indoor software, ScreenCloud stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
ScreenCloud

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Indoor Software

Which tools are strongest for zone-based indoor events tied to map configuration?
ScreenCloud and Skykit both build zone logic from a map-driven configuration workflow and then emit real-time in-zone and out-of-zone events. Yodeck also outputs zone entry and movement triggers, but it pairs those outputs with calibration-centered map and spatial calibration workflows.
How do Indoor software platforms validate signals and maintain correct zone behavior after floor edits?
ScreenCloud runs a live signal validation loop that links floor layout edits to trigger behavior. MazeMap focuses on map import and calibration workflow per venue, so operational updates flow through its map publishing and routing logic.
Which products support both BLE and UWB deployments for higher location coverage?
Yodeck explicitly supports combined BLE beacon and UWB anchor deployments, letting teams run zone and tracking outputs off multiple signal types. Quuppa and the other tools in this list focus on a single deployment shape, so mixed BLE plus UWB coverage is not their primary model.
What breaks when a team needs room-level context without building a custom positioning stack?
A custom positioning stack requirement increases engineering work for signal ingestion, coordinate handling, and zone state mapping. ScreenCloud is built to avoid that by turning room-level zone definitions and validated signals into actionable events.
How do integrators connect indoor location events to external systems?
Envoy provides an API path for provisioning and for consuming location and access events from external systems. Robin and Quuppa also expose integration surfaces that support event-driven consumption, with Robin emphasizing near real-time event webhooks and an API-driven event model.
How does admin control work for multi-team deployments that span multiple sites or floors?
Pointr emphasizes repeatable calibration and deployment governance so teams can manage controlled changes across multi-site rollouts. Mappedin centers administration on map publishing and access control for venues and floors.
When is a navigation and routing graph a better fit than simple zone entry events?
MazeMap and Mappedin both build navigable indoor map experiences that include overlays and route presentation, which supports wayfinding beyond zone triggers. Skykit and Robin are more direct about routing-style triggers that convert positioning updates into deterministic in-zone and out-of-zone actions.
How do indoor software platforms handle floor alignment and coordinate consistency after calibration?
Nextome pairs map import with floor alignment and zone modeling so computed positions map into calibrated app-ready state. Pointr focuses on calibrating indoor maps and managing beacon or anchor inputs so an API consumer sees consistent coordinate handling across deployments.
What security and governance mechanisms matter most for event-driven location workflows?
Robin combines admin-managed workspace configuration with access control for teams, then publishes event webhooks tied to location state changes. Envoy links hardware like door readers and sensors to location-aware operations through rule-based timing and event-driven workflows, which requires tight governance of device-to-workflow mappings.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Indoor Software

What separates options in indoor software is how they handle location data end to end, from update timing to what admins can control. We look at data freshness and configuration transparency through criteria like Update frequency.

Accuracy validation workflow

Why it matters

Accuracy validation workflow matters because indoor readings drift with lighting, layout changes, and sensor wear. A clear workflow helps you judge real performance in your space, not a demo room.

How to check

Ask for a test plan they recommend for your floor type and layout. Then import a sample site, run their accuracy check, and review the output metrics or logs they show you.

Update frequency controls track smoothness

Why it matters

Update frequency controls track smoothness when users move between rooms or along corridors. If updates lag, paths jump and interactions feel unreliable.

How to check

During a live walkthrough, watch a moving target trace and note how frequently the system refreshes location. Ask how they expose timing settings and whether you can change them per site or zone.

Indoor data model and schema control

Why it matters

Indoor data model and schema control matters because maps, floors, and spaces must match what the software expects. When the model is rigid, every site change becomes a project.

How to check

Request a sample configuration export that includes floors, spaces, and any metadata fields. On the demo, try renaming a floor or adding a room and see what breaks or what has to be reconfigured.

Automation and API surface for provisioning

Why it matters

Automation and API surface for provisioning reduce manual handoffs when you run multiple buildings or frequent edits. It also lets your team keep changes consistent across sites.

How to check

Ask for an API walkthrough that covers creating a site, updating configuration, and reading status. In the sandbox, attempt to provision a small test site using the API rather than only the UI.

Admin governance with audit trail

Why it matters

Admin governance with audit trail matters when multiple people edit indoor maps or location rules. You need traceability for who changed what and when.

How to check

In admin mode, perform a small change to configuration and then locate the audit output. Ask if role-based access and change history are available, and verify you can export the audit log.

Offline or degraded-mode handling

Why it matters

Offline or degraded-mode handling matters because indoor networks and devices fail. You should know what users see when connectivity drops and whether the system queues or falls back safely.

How to check

Run a demo where you disable or throttle connectivity for a short period. Ask how the system behaves, what data remains available, and how quickly it recovers once connectivity returns.

Red flags

  • Accuracy validation is only based on one preset demo area
  • Updates feel delayed and timing settings are not adjustable
  • Edits to floors or rooms require opaque manual work

Fit by situation

  • If you have frequent floor plan changes, prioritize Indoor data model and schema control.
  • If you need reliable movement paths for interactive use, prioritize Update frequency controls track smoothness.
  • If multiple admins will edit settings, prioritize Admin governance with audit trail.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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