GITNUXSOFTWARE REVIEW
General KnowledgeTop 10 Best Smart Home Automation Software of 2026
Compare smart home automation software options like Home Assistant, openHAB, and ioBroker, with tradeoffs for selecting tools.
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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Home Assistant is the best overall pick for people who need broad, local-first automation control because its automation UI lets you build event-driven automations around entity triggers and service calls without losing privacy, while Apple Home is the smoother alternative for Apple owners thanks to Matter onboarding and automations managed directly in the Home app.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Home Assistant
Visualize and manage automations as a first-class configuration using entity-based triggers and service calls with a built-in automation UI.
Best for: Fits when local control and deep integration breadth matter more than drag-and-drop editing.
openHAB
Editor pickA consistent Items, Channels, and Links model that drives integrations, UI state, and rule triggers from shared semantics.
Best for: Fits when one automation runtime must coordinate many vendor ecosystems with consistent rules.
ioBroker
Editor pickState graph unification lets adapters, rules, and scripts operate on the same shared data model.
Best for: Fits when cross-protocol automation needs a state-driven integration layer and local control.
Comparison Table
Home Assistant
SMBOpen-source home automation platform prioritizing local control and privacy.
Visualize and manage automations as a first-class configuration using entity-based triggers and service calls with a built-in automation UI.
Home Assistant is a local smart home automation system built around a unified integration framework and event-triggered automation engine. It connects devices through a wide set of native integrations, then models states in a central entity registry that automations reference by domain and attributes.
Automation runs locally with a clear API surface for services, events, and webhooks, which supports tight control and predictable latency. Extensibility comes from add-ons and custom components, letting installations add protocols without replacing the core automation runtime.
- +Strong local automation runtime with immediate event-triggered execution
- +Large integration catalog with consistent entity and service patterns
- +Documented automation and REST API for service calls and event-driven logic
- +Add-ons and custom components support protocol expansion without forking
- –Complex setups can require configuration discipline across devices and add-ons
- –Debugging multi-step automations can be harder than in flow-based editors
- –Large installations can hit operational overhead managing entities and history
- –Some integrations rely on third-party bridges that add reliability variables
Connected-home households
Automate lights and climate routines
Repeatable routines
DIY display builders
Control devices from mirror dashboards
Dedicated control interface
Show 2 more scenarios
Shared-setup operations teams
Govern changes with automation visibility
Greater visibility
Centralized automations and logs support review of configuration changes and access.
Technical automation operators
Route sensor events to actions
Coordinated local responses
Event-triggered automations translate heterogeneous inputs into local service calls and webhooks.
Best for: Fits when local control and deep integration breadth matter more than drag-and-drop editing.
openHAB
SMBVendor-neutral open-source home automation platform written in Java.
A consistent Items, Channels, and Links model that drives integrations, UI state, and rule triggers from shared semantics.
openHAB automates smart home control by modeling devices and functions as items, then running rules and schedules to react to events. Its core advantage is deep extensibility through a large binding ecosystem and a consistent runtime model for dashboards, integrations, and automations.
The platform supports local execution patterns for control and state handling, with API access for provisioning and external control. openHAB also includes a built-in automation engine with event-triggered rules and a configuration workflow that can scale across many endpoints.
- +Unified item and channel model across many heterogeneous device integrations
- +Event-triggered rules engine with scheduled triggers for repeatable automation
- +Extensive bindings for sensors, actuators, and protocol gateways
- +HTTP and WebSocket APIs for external control and dashboard integration
- –Rule syntax and configuration model require strong setup discipline
- –Advanced UI and automation workflows often depend on add-ons and careful governance
Smart home operators
Unify control across device ecosystems
Consistent control
Home automation users
Build repeatable lighting scenes
Responsive scene control
Show 2 more scenarios
Automation builders
Trigger workflows from sensor changes
Automated responses
Sensor state updates route into alerts and conditional actuator commands.
Industrial integration developers
Orchestrate workflows from PLC signals
Flexible integration layer
Controller signals map into items, then rules or APIs coordinate higher-level processes.
Best for: Fits when one automation runtime must coordinate many vendor ecosystems with consistent rules.
ioBroker
SMBModular automation platform for integrating IoT devices into one system.
State graph unification lets adapters, rules, and scripts operate on the same shared data model.
ioBroker centers on a state-and-events model where adapters publish device states and rules consume them through a condition and action engine. The automation surface includes rules with triggers and conditionals, plus support for JavaScript and other scripting paths that can read and write states. Integration depth is expressed through adapter endpoints that map hardware and protocols into the same internal messaging and state system. Governance is handled via the admin UI with adapter lifecycle controls and visible runtime logs for diagnosing automation behavior.
A notable tradeoff is that higher complexity depends on adapter configuration discipline because many behaviors come from mixing multiple adapters and their state conventions. ioBroker fits when a home setup needs cross-protocol wiring across heterogeneous devices and when maintaining local execution paths matters more than using a single vendor ecosystem. It also works well for teams or power users who want repeatable automation patterns and state-based troubleshooting from the admin UI logs.
- +Adapter ecosystem maps many device protocols into one state graph
- +Rule engine supports event-triggered automation with conditional logic
- +Scripting access reads and writes the same states as rules
- +Web admin shows adapter status and runtime logs for troubleshooting
- –Complex deployments require careful adapter state naming and mapping
- –Rule debugging can require stepping through logs across multiple adapters
- –Large adapter stacks increase configuration overhead for consistent behavior
- –Operational understanding of the state graph takes time to build
Smart home power users
Cross-protocol device automation across adapters
Consistent automation across hardware types
Home integrators and installers
Repeatable setups using adapters and configs
Faster diagnosis during commissioning
Show 1 more scenario
Developers adding custom logic
Extend automation with state read/write scripts
Custom behaviors without new platforms
Custom logic consumes the same state endpoints used by visual rules.
Best for: Fits when cross-protocol automation needs a state-driven integration layer and local control.
Indigo Domotics
SMBMac-based home automation server supporting Z-Wave and INSTEON protocols.
Indigo plugin and driver framework that adds device capabilities and automation actions through integration modules.
Indigo Domotics centers automation on a condition and action rule engine that evaluates events from device drivers and then executes task sequences. The system’s device abstraction and plugin model allow adding hardware integrations without rewriting core logic. Indigo also supports macro-style automation via reusable actions and scripted steps, which helps keep multi-device workflows maintainable.
- +Event-triggered rules with ordered action sequences
- +Extensible driver and plugin system for new hardware
- +Scripting hooks for custom logic and service calls
- +Local device control reduces cloud dependency for core actions
- –Integration coverage depends on driver availability for each device type
- –Complex rule graphs require governance to avoid unintended interactions
Home automation power users
Complex presence routines across devices
Fewer manual interventions
IT-leaning homeowners
Automations with custom service calls
More automation coverage
Show 1 more scenario
Smart home integrators
Reusable workflows across client sites
Faster deployment iterations
Shared action patterns and plugin-based drivers reduce per-site rebuilds for recurring device sets.
Best for: Fits when local, multi-device automations need extensibility beyond standard app routines.
Jeedom
SMBOpen-source home automation software with plugin marketplace and scenario engine.
Jeedom’s plugin ecosystem maps device drivers into a shared automation console with event-based rule triggering.
Jeedom runs as a central automation hub and routes device events into its rule engine for automation and scene-like workflows. Device pairing and endpoint discovery are handled through Jeedom-specific drivers and plugins, which is practical when the device type maps cleanly to an existing module. The system can also integrate with external platforms through gateway-style plugins and external APIs, which helps when direct device support is partial. Administrators can organize devices, manage dependencies between modules, and maintain configuration consistency across rooms and groups.
- +Plugin-driven integration model supports many vendor ecosystems
- +Central hub execution keeps device control close to event sources
- +Rule and schedule automation cover sensor-driven and time-driven workflows
- +Device organization supports multi-room and multi-device management
- –Integration depth depends on plugin and driver maturity
- –Complex setups can require careful module dependency management
- –Debugging may require reading driver logs for misbehaving devices
- –Some advanced automations need scripting to reach full expressiveness
Home automation enthusiasts
Mixed devices under one hub
Fewer disconnected automation tools
Homeowners with wired relays
Lighting and relay scheduling
Repeatable daily routines
Show 2 more scenarios
Small property operators
Multi-unit monitoring workflows
Lower operational overhead
Device grouping and reusable automation patterns support consistent per-unit control.
Tech-leaning households
Vendor integrations with APIs
Unified automation view
Plugins and connectors tie external services into Jeedom-triggered automations.
Best for: Fits when a central hub must coordinate mixed devices with plugin-backed integrations.
Apple Home
consumer platformHomeKit-based smart home software for secure automation across Apple devices and Matter accessories.
Matter device integration uses Apple’s Thread border router or Apple TV to add multi-vendor controls into the Home app.
Apple Home runs room-based automation through Apple devices, with a focus on tight integration to HomeKit accessories and iOS automation surfaces. Scene and automations can be triggered by accessory events and device states, including presence-related signals and sensor changes.
- +Home app automation UI maps directly to HomeKit accessory capabilities
- +Matter onboarding works via Apple TV or a Thread border router for eligible devices
- +Shared home model supports invite-based access without building custom governance
- +Scenes group switches, lights, and other accessories with consistent state handling
- –Automation logic is less extensible than toolchains with code-level rule engines
- –No general-purpose automation API exists for external systems to define rules
- –Multi-step workflows often require multiple automations rather than one rule graph
- –Execution depends on Apple ecosystem components that must remain available
HomeKit household managers
Trigger scenes from accessory events
Fewer manual actions
Presence-focused automation users
Run automations from presence signals
Context-aware control
Show 2 more scenarios
Matter-device owners
Onboard Matter devices via hub
Cross-vendor device control
Matter accessories are added through Apple TV or a Thread border router for unified control.
Apple ecosystem administrators
Keep execution within supported components
Predictable runtime
Automation changes follow the shared home model and run only on supported Apple ecosystem components.
Best for: Fits when Apple ecosystem owners want predictable, UI-managed automations with Matter support.
Google Home
consumer platformSmart home control software for Google Assistant devices, automations, cameras, and household routines.
Routines that combine multiple trigger sources and action steps inside the Google Home app with voice-ready execution context.
Google Home ties smart home control to Google Account identity, with voice-triggered routines and a unified app UI for rooms and devices. It supports event-triggered automation via routines, including conditional flows based on inputs like time, device state, and location.
- +Routines combine time and device state triggers with multi-step actions
- +Google Account-based identity model reduces account sprawl during household setup
- +Voice integration offers natural language control for supported device actions
- +Matter support through compatible hubs simplifies cross-vendor device onboarding
- –Automation logic is constrained to the routine builder and lacks general-purpose scripting
- –Advanced integrations often require platform-specific capabilities rather than generic protocols
- –Full local execution is not guaranteed for all routines and voice-dependent actions
- –Extensibility relies on device ecosystems rather than a programmable event bus
Family users with Google Accounts
Run voice-triggered routines
Hands-free control
Home owners configuring routines
Condition automations on device state
Targeted automation
Show 2 more scenarios
Thread and Matter home builders
Add devices through compatible hubs
Multi-vendor onboarding
Guided pairing and onboarding supports Matter and Thread devices via compatible hubs.
Network-focused automation users
Use mixed local and cloud execution
Hybrid operation
Some device scenarios run on the local network while voice and other features depend on Google services.
Best for: Fits when household members want low-friction routines, voice control, and broad consumer device compatibility.
Crestron Home
enterpriseResidential smart home control software for unified management of lighting, shades, climate, AV, and security.
Crestron Home’s scene engine ties UI, rooms, and controller behaviors to a single Crestron control model.
Crestron Home targets professional AV integrators who already deploy Crestron control hardware and want a unified automation UI. The platform provides scene control, automation logic, and device integration built around Crestron endpoints, with extensibility paths for additional systems.
- +Tight integration with Crestron lighting, AV, and control endpoints
- +Room and scene workflow maps cleanly to installer programming
- +Automation triggers support scheduling and state-based actions
- +Consistent control behaviors across gateway-connected devices
- –Non-Crestron device coverage can require additional adapters
- –More governance effort than open automation stacks
- –Complex automations can feel opaque without Crestron-centric tooling
- –Extensibility depends on compatible integration paths rather than add-on freedom
Professional AV integrators
Centralize Crestron scene control
Unified control interface
Residential automation installers
Schedule lighting and shading changes
Consistent timed behavior
Show 2 more scenarios
Multi-controller programming teams
Manage controllers and room models
Lower configuration drift
Administration supports rooms, users, and programming consistency across installs.
Systems integrators extending control
Integrate additional systems with endpoints
Broader device integration
Extensibility paths support adding capabilities around existing Crestron control hardware.
Best for: Fits when AV integrators need consistent Crestron-centric automation across rooms and user roles.
Homey
SMBCloud and local home automation platform with a mobile app interface.
Homey’s app ecosystem delivers protocol-specific device handling with a consistent automation editor across categories.
Homey is a smart home automation system that centers on a unified hub experience across devices, automations, and integrations. Its core control plane runs on Homey hardware with an event-triggered automation model that supports conditional logic and reusable scenes.
- +Local-first automation on the Homey hub for fast control
- +App-based integrations provide structured device support per ecosystem
- +Visual automation builder covers triggers, conditions, and actions
- +Device onboarding is streamlined through guided pairing flows
- –Advanced workflow branching can feel limited versus code-based automation
- –External integrations vary in depth and may need additional apps
Home hub administrators
Edit automations in a web interface
Central administration
Automation builders
Create conditional reusable scenes
Reusable automations
Show 2 more scenarios
Mixed-protocol device owners
Connect devices via built-in or add-on apps
Protocol variety support
Built-in and add-on apps provide an integration surface across common home protocols.
Local execution focused users
Run automations locally when supported
Local-first behavior
The automation runtime targets local execution when devices and services support it.
Best for: Fits when local control and a visual automation builder matter more than low-level orchestration.
Calaos
SMBOpen-source home automation platform with touchscreen interface support.
Calaos uses device profiles and rule configuration tailored to its automation runtime, minimizing custom glue code for supported hardware.
Calaos is a smart home automation system that centers on a dedicated controller, device profiles, and rule execution rather than a generic workflow editor. It provides event-triggered automation and scene handling designed for home-scale deployments, with a configuration model that maps devices to actions.
- +Controller-first setup keeps automation runtime behavior consistent
- +Device profile mapping reduces per-device scripting effort
- +Scene and automation logic are designed around home workflows
- +Local execution reduces latency for switch and sensor reactions
- –Integration coverage depends on available Calaos drivers and connectors
- –Advanced custom logic needs deeper system knowledge than node-based editors
Home-scale deployment owners
Run rule-based scenes per device profile
Structured automation mapping
Local-control households
Keep automation behavior on-device
Local runtime execution
Show 2 more scenarios
Home automation installers
Configure actions through driver connectors
Predictable device support
Compatibility relies on built-in drivers and connectors tied to supported device types.
Remote-access users
Use remote access without changing logic
Consistent automation operation
Remote access is supported while rule execution remains focused on controller-side behavior.
Best for: Fits when a household wants controller-led automations with predictable local behavior and supported device drivers.
Conclusion
After evaluating 10 smart home automation software, Home Assistant 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 Smart Home Automation Software
Smart home automation software coordinates sensors, switches, and media endpoints into rules that run on a local controller, a hub, or a cloud-connected runtime. This buyer’s guide covers Home Assistant, openHAB, and Node-RED along with seven additional platforms that were evaluated for local execution behavior, integration depth, and automation control.
The sections that follow map each tool’s automation runtime to its integration surface, including how device drivers connect to triggers and how rule outputs call services. Indigo Domotics is ranked highest for extensibility through its plugin and driver framework, and the guide also calls out where ioBroker and Jeedom differ in state handling and adapter-driven integration.
Smart Home Automation Software for rule engines, integrations, and local control
Smart home automation software lets a controller model devices as entities or items, then execute event-triggered automation when conditions match. The automation engine defines how triggers fire, how conditional logic routes execution, and how multi-step action sequences call device-facing services.
Home Assistant and openHAB exemplify automation runtimes built around entity or item semantics, which keeps triggers and actions consistent across many integrations. ioBroker takes a different approach with a shared state graph that unifies adapters, rules, and scripts so multiple protocol integrations operate over one data model.
Automation runtime and integration surface checklist
Smart home automation software lives or dies by how it connects device-facing triggers to rule outputs that call services. This guide emphasizes runtime behavior, integration semantics, and the automation API surface that determines how far rules can go without brittle glue code.
The checklist below maps each tool’s automation model to integration depth. It also highlights where extensibility depends on a plugin, driver, add-on, or adapter layer.
Automation model semantics: entities or items versus shared state graphs
Home Assistant and openHAB organize automation around entity or item semantics so triggers and service calls stay consistent across integrations. ioBroker instead unifies adapters, rules, and scripts into one shared state graph that multiple protocol integrations can read and write.
Event-triggered automation with conditional routing
Indigo Domotics runs event-triggered rules with ordered action sequences so condition checks route actions in a controlled order. openHAB and ioBroker both support event-triggered rules with conditional logic but they express configuration through their item or state graph models.
Extensibility via driver and plugin or adapter ecosystems
Indigo Domotics extends functionality through an extensible driver and plugin system that adds new device capabilities and automation actions. Jeedom and ioBroker extend by routing device support through plugin or adapter layers, which changes what integrations are available and how configuration is debugged.
Shared integration semantics that reduce per-device rule glue
openHAB’s Items, Channels, and Links model drives integrations, UI state, and rule triggers from shared semantics. ioBroker’s state graph unification reduces cross-protocol glue by letting multiple adapters and rules operate on one shared data model.
Local execution behavior and operational fit for multi-device control
Home Assistant emphasizes a strong local automation runtime that executes event-triggered automations immediately when entities change. Homey targets local-first control on the hub so automations execute quickly, while its app ecosystem varies by device category.
Governance controls for complex rule graphs and multi-step workflows
Indigo Domotics can require governance for complex rule graphs so unintended interactions do not emerge as automations scale. openHAB and Home Assistant can also demand configuration discipline across devices and add-ons, especially when advanced workflows depend on add-ons.
Choose the automation runtime that matches control depth and integration philosophy
Selecting smart home automation software is mostly a choice between an automation runtime designed around consistent entity or item semantics, and runtimes designed around shared state graphs or platform-specific programming models. That decision affects rule determinism, debugging workflow, and how much work the setup phase creates.
The steps below split the decision by runtime philosophy first, then by how integrations plug in. Each step picks the tools that fit a specific automation workflow pattern seen in real homes.
Pick the runtime mental model: entity or item rules versus shared state graph rules
Choose Home Assistant or openHAB when automations should use entity or item semantics so triggers and service outputs stay consistent across integrations. Choose ioBroker when multiple protocol integrations should read and write a shared state graph through adapters, rules, and scripts.
Select the extensibility path: plugin and driver framework versus adapter or plugin ecosystem mapping
Choose Indigo Domotics when new hardware needs to be supported through an extensible driver and plugin framework that adds device actions and capabilities into the automation runtime. Choose Jeedom or ioBroker when integration breadth must come from plugin or adapter ecosystems that map device protocols into the automation layer.
Match automation editing and debugging workflow to the complexity level
Choose Home Assistant when visual automation editing and entity-centric configuration reduces the friction of multi-step local automations. Choose Node-RED when flow-based development and stepwise debugging aligns with complex wiring logic, since flow engines expose execution paths more directly than nested rule graphs.
Decide how much the platform should control versus how much custom logic must be supported
Choose Calaos when controller-led automation and device profile mapping keeps local behavior predictable with minimal per-device scripting. Choose Indigo Domotics or openHAB when custom logic needs deeper system knowledge and governance for rule graphs.
Use consumer automation suites when rule expressiveness must stay inside app routines
Choose Google Home when households want time and device state triggers combined into multi-step routines inside the consumer app. Choose Apple Home when Matter onboarding via Apple TV or a Thread border router should stay managed in the Home app.
Pick installer-centric orchestration for controlled deployments and role-based workflows
Choose Crestron Home when AV integrators need a scene engine tied to the Crestron control model across rooms and user roles. Choose Indigo Domotics when device coverage and rule construction must extend beyond what a vendor-centric scene workflow covers.
Who benefits from each smart home automation runtime
Different tools optimize for different control surfaces. Some focus on local-first execution with a consistent UI model, while others focus on state unification or deep extensibility for niche hardware.
The segments below map common household and deployment patterns to the tools that fit them based on runtime behavior, automation modeling, and extension mechanisms.
Power users adding niche sensors that lack standard support
Indigo Domotics is a fit when new hardware requires extensibility through its driver and plugin framework that adds device actions and automation capabilities into the runtime.
Households integrating many protocols while keeping one shared logic layer
ioBroker fits when cross-protocol automation must run over one shared state graph so adapters, rules, and scripts operate on unified data.
Homes that need consistent rule semantics across heterogeneous vendor ecosystems
openHAB fits when Items, Channels, and Links need to coordinate integrations, UI state, and rule triggers from shared semantics across device types.
Teams coordinating AV and lighting with Crestron-centric room and scene workflows
Crestron Home fits when room and scene workflows must map cleanly to Crestron lighting, AV, and control endpoints with tighter installer programming alignment.
Households prioritizing fast local control and app-led automation editing
Homey fits when local-first automation on the hub and a visual automation builder matter more than code-level orchestration across advanced workflows.
Common setup and governance pitfalls in Smart Home Automation Software
Smart home automation failures often come from mismatched runtime models, incomplete integration coverage, or rule graphs that scale without governance. The pitfalls below match failure patterns seen when tool capabilities and operational workflow do not line up.
Each mistake includes a concrete corrective step that targets configuration flow, extension path, and debugging clarity.
Building complex conditional automations without governance to prevent unintended interactions
Indigo Domotics users should plan ordered action sequences and apply governance discipline as rule graphs grow, since complex rule graphs can create interactions that are hard to predict.
Treating an adapter or plugin ecosystem as a drop-in replacement for missing integration depth
Jeedom and ioBroker deployments should validate adapter state mapping and plugin-driven driver maturity early, since integration depth depends on how well modules map device capabilities into the automation layer.
Assuming the automation configuration model will stay consistent as add-ons expand
Home Assistant and openHAB setups should enforce configuration discipline across devices and add-ons, since advanced UI and automation workflows can depend on add-ons and careful governance.
Overestimating general-purpose automation expressiveness inside consumer routine builders
Google Home and Apple Home routines should be scoped to routine builder capabilities, since both tools constrain automation logic to app-level routines and lack general-purpose scripting in the automation layer.
Choosing a tool for protocol support and ignoring its rule configuration learning curve
openHAB configuration should be approached with strong setup discipline because the rule syntax and configuration model require governance, especially when advanced workflows rely on add-ons.
How We Selected and Ranked These Tools
We evaluated smart home automation software on integration depth, automation and API surface fit, and local execution behavior. Features scored highest because Indigo Domotics adds device capabilities and automation actions through an extensible plugin and driver framework and supports event-triggered rules with ordered action sequences.
Ease and value were weighted heavily because each tool’s configuration workflow affects how quickly multi-device control becomes maintainable. Indigo Domotics ranked first because its plugin and driver framework provides extensibility beyond standard app routines while its ordered rule sequencing supports deterministic multi-step automations.
Frequently Asked Questions About Smart Home Automation Software
How does Home Assistant differ from openHAB when building event-triggered automations across many device brands?
What breaks if Node-RED workflows rely on cloud webhooks instead of local event sources in a home network outage?
Which tool provides a unified state data model that adapters and rules can share in ioBroker?
How do Indigo Domotics plugins and drivers extend automation actions compared with Home Assistant add-ons?
When does OpenHAB’s Items, Channels, and Links model matter more than a device-by-device rule setup?
What admin controls and audit visibility should be expected in ioBroker compared with Indigo Domotics?
How does OpenHAB handle external control and provisioning compared with Home Assistant’s API surface?
What security and identity constraints apply to Google Home compared with Apple Home when automations depend on account services?
Where does Calaos fall short versus Home Assistant when the installation needs extensibility beyond supported device profiles?
Which tool is a better fit for AV integrators who want consistent room-level scenes tied to controller programming?
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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