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Top 10 Best Discuss Application Software of 2026

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Top 10 Best Discuss Application Software of 2026

Top 10 ranking of discuss application software like Discourse, Circle, and XenForo with comparison criteria for community teams and admins.

27 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

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe 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

Discuss application software determines how teams structure conversations, moderate content, and route knowledge through permissions, audit trails, and integrations. This ranked list targets analysts and technical evaluators who need concrete comparison signals across deployment modes, data models, and extensibility, including review coverage tied to Circle, XenForo, Discourse, and team collaboration inputs from Slack, Zulip, and Flarum.

Circle is the best pick if your team needs searchable, threaded topic discussions that preserve decisions in member spaces, while Discourse is the strong alternative when you want durable async conversation with moderation workflows and XenForo fits if you need forum-grade governance and extensibility.

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

Circle

Spaces and topic threading keep conversation structure consistent while API and webhooks support external workflows.

Best for: Fits when teams need threaded, searchable discussion around topics and durable decisions.

2

XenForo

Editor pick

User-group permission granularity in the XenForo admin controls ties posting and visibility rules to forum scope.

Best for: Fits when teams need forum-grade governance and archived discussions with extensibility via add-ons.

3

Discourse

Editor pick

Trust-level system drives progressive permissions and moderation actions without custom roles for every group.

Best for: Fits when teams need structured async discussions with durable search and moderation workflows.

Comparison Table

1
CircleBest overall
SMB
9.4/10
Overall
2
9.1/10
Overall
3
8.8/10
Overall
4
8.5/10
Overall
5
8.3/10
Overall
6
8.0/10
Overall
7
7.7/10
Overall
8
7.4/10
Overall
9
7.1/10
Overall
10
enterprise
6.8/10
Overall
#1

Circle

SMB

Community platform built around spaces, posts, events, and member directories for creators.

9.4/10
Overall
Features9.4/10
Ease of Use9.3/10
Value9.4/10
Standout feature

Spaces and topic threading keep conversation structure consistent while API and webhooks support external workflows.

Circle organizes conversations around topics inside spaces, which helps keep decisions tied to durable threads instead of only scrolling chat history. The interface supports message formatting, attachments, and reaction-style feedback so teams can respond without breaking context. Moderation and workspace administration tools provide the governance layer needed for multi-team communities.

A tradeoff is that Circle focuses on discussion workflows more than high-volume real-time chat, so it fits best for slower feedback loops and documented decisions. It works well when onboarding needs a clear place for questions and when support and product teams need searchable archives that survive staff turnover.

Pros
  • +Threaded topics preserve decisions and reduce lost context
  • +Webhook events and REST API support automation into other tools
  • +Workspace administration covers spaces and user-level governance
  • +Searchable history supports e-discovery style retrieval
Cons
  • –Realtime chat depth is weaker than chat-first platforms
  • –Granular governance workflows can require careful role planning
Use scenarios
  • Product and engineering teams

    RFC-style discussions with durable follow-ups

    Lower rework from lost rationale

  • Customer support leaders

    Internal knowledge triage discussions

    Faster resolution and handoffs

Show 2 more scenarios
  • Community moderators

    Moderation across multiple spaces

    Consistent standards across teams

    Moderators enforce community norms with workspace administration and per-space control.

  • RevOps and IT teams

    Integrate discussion activity into systems

    Centralized reporting and routing

    Automation uses REST endpoints and webhook events to sync activity and manage workflows.

Best for: Fits when teams need threaded, searchable discussion around topics and durable decisions.

#2

XenForo

SMB

Commercial forum software written in PHP with a rich add-on ecosystem and styling tools.

9.1/10
Overall
Features9.1/10
Ease of Use9.1/10
Value9.0/10
Standout feature

User-group permission granularity in the XenForo admin controls ties posting and visibility rules to forum scope.

XenForo fits teams that want an owned discussion space with fine-grained admin control rather than a chat-first experience. It includes moderation queues, searchable message history, and permissions that can be assigned by user group to control posting, visibility, and access to forums.

The tradeoff is that functionality beyond core posting and moderation depends heavily on add-ons, especially for automation and integration depth. XenForo is a strong fit when governance and content archiving matter more than rapid chat-style collaboration.

Pros
  • +Granular permission controls by user group and forum scope
  • +Moderation queues and post actions cover common community workflows
  • +REST API enables external user and content integrations
  • +Add-on architecture supports feature expansion for integrations
Cons
  • –Automation and governance depth often require third-party add-ons
  • –Learning curve for permission tuning across forums and groups
Use scenarios
  • Community managers and moderators

    Moderate posts across multiple forums

    Faster handling of policy violations

  • Product support teams

    Archive technical Q&A for reuse

    Reduced repeat questions

Show 1 more scenario
  • IT and identity teams

    Integrate user authentication and access

    Consistent access across tools

    REST API and external integration patterns support SSO-style flows and user provisioning automation.

Best for: Fits when teams need forum-grade governance and archived discussions with extensibility via add-ons.

#3

Discourse

SMB

Open-source discussion platform with modern threading, trust levels, and hosted plans.

8.8/10
Overall
Features8.9/10
Ease of Use8.5/10
Value8.9/10
Standout feature

Trust-level system drives progressive permissions and moderation actions without custom roles for every group.

Discourse organizes conversations around topics instead of ephemeral threads and keeps a searchable, linkable history for each topic. Moderation tools include trust-level based controls, flags that route for review, and workflows for editing, suspending, or removing content. Administrators can tune notification behavior, retention, and access rules to match community governance needs without building custom tooling.

A tradeoff is that Discourse needs deliberate setup for categories, trust levels, and moderation settings to avoid noisy feeds and inconsistent enforcement. Discourse fits best when teams want structured async collaboration with durable archives rather than chat-style conversations that prioritize immediacy.

Pros
  • +Topic-first structure keeps decisions and context searchable
  • +Granular moderation workflows handle flags, review queues, and actions
  • +REST API plus webhooks enable automation around posts and topics
  • +Plugin architecture supports custom workflows without forking
Cons
  • –Strong governance needs careful configuration of categories and permissions
  • –Real-time chat experiences are less central than async topic discussions
Use scenarios
  • Product and engineering teams

    Decision logs inside topic categories

    Faster retrieval of prior decisions

  • Customer support orgs

    Community triage with moderator queues

    Reduced manual moderation load

Show 1 more scenario
  • Developer communities

    Workflow automation via API

    Automated tagging and routing

    Integrations react to new topics and posts using API calls and webhook events.

Best for: Fits when teams need structured async discussions with durable search and moderation workflows.

#4

Invision Community

SMB

Community suite combining forums, blogs, galleries, and file sharing under one license.

8.5/10
Overall
Features8.5/10
Ease of Use8.6/10
Value8.5/10
Standout feature

Fine-grained moderation controls tied to community roles, plus configurable approval and visibility rules for content lifecycle.

Invision Community focuses on forum-first collaboration with topic organization, post-level moderation, and long-lived content. Administration includes granular permissions, workflow controls for approvals, and audit-style reporting for moderation actions.

Pros
  • +Forum-native data structures map cleanly to threaded discussions and categories
  • +Granular permission sets support role-based access across communities and content types
  • +Plugin system enables custom UI, new moderation steps, and background integrations
  • +REST API supports external automation for users, content retrieval, and workflows
Cons
  • –Deep configuration can slow initial governance setup and permissions tuning
  • –Feature depth depends on add-ons for advanced collaboration behaviors like real-time chat
  • –Integrations often require careful alignment between forum UI flows and external systems
  • –Moderation workflows can become complex across many spaces without strict policy

Best for: Fits when teams need governed, threaded community spaces with extensibility and API-driven integrations.

#5

NodeBB

SMB

Node.js-based forum platform with real-time features and plugin support.

8.3/10
Overall
Features8.2/10
Ease of Use8.5/10
Value8.1/10
Standout feature

Socket-based real-time notifications combined with an evented plugin API for reacting to user and post actions.

NodeBB delivers forum participation with real-time client updates, so new posts, edits, and notifications show up immediately.

Pros
  • +Real-time message delivery without page reloads
  • +Event-based plugin system for custom automation and integrations
  • +Threaded topic navigation with searchable post history
  • +Granular moderation tools for posts and users
Cons
  • –Strong customization often depends on plugins and configuration discipline
  • –UI workflows can feel admin-heavy for new moderation teams
  • –Extensibility can widen operational surface area across plugins
  • –Advanced identity setups may require careful integration planning

Best for: Fits when teams need a community forum with real-time updates and plugin-driven automation.

#6

Question2Answer

SMB

Open-source PHP platform for building Q&A discussion sites with voting and points.

8.0/10
Overall
Features8.1/10
Ease of Use7.9/10
Value7.8/10
Standout feature

Question2Answer add-on system enables custom endpoints and UI behavior extensions without forking the core.

Question2Answer is a discussion application that centers on Q&A threads instead of chat timelines, which makes it distinct from general-purpose team collaboration tools. It supports threaded question and answer content, voting, tags, and user profiles, which helps teams organize technical discussions into searchable artifacts.

Pros
  • +Q&A structure keeps decisions and answers archived for later search
  • +Tagging and question feeds support topic navigation without extra tooling
  • +Modular add-ons can extend functionality without rebuilding the core
  • +Granular permissions and moderation tools support role-aware discussions
Cons
  • –Thread-first workflows feel slower for rapid back-and-forth compared with chat
  • –Deep automation often depends on add-ons rather than built-in admin controls

Best for: Fits when teams need searchable technical Q&A with moderation and structured topics.

#7

Talkyard

SMB

Discussion and commenting platform combining forum and comment embed features.

7.7/10
Overall
Features7.8/10
Ease of Use7.6/10
Value7.5/10
Standout feature

Channel-level moderation and structured conversation layout designed for ongoing discussion archives, not ephemeral chat.

Talkyard focuses on channel-based conversations with built-in moderation and knowledge-style organization, which reduces friction versus chat-first tools. Threaded discussions and strong message formatting make longer technical topics easier to follow over time.

Pros
  • +Threaded conversations keep multi-topic discussions readable without message sprawl
  • +Content moderation tools support practical community and support workflows
  • +API and automation hooks fit integrations that need external system synchronization
  • +Workspace administration controls reduce variance across channel usage
Cons
  • –Setup and configuration require more governance decisions than simpler chat apps
  • –Advanced workflow automation depends on careful integration design and operational upkeep

Best for: Fits when teams need structured discussions with moderation and integration hooks for external systems.

#8

phpBB

SMB

Long-established open-source bulletin board software written in PHP.

7.4/10
Overall
Features7.6/10
Ease of Use7.2/10
Value7.2/10
Standout feature

Forum permissions and group-based access control let admins govern posting rights at the forum level.

phpBB delivers a self-hosted discussion platform focused on threaded messaging, topic organization, and long-form community forums. It includes configurable moderation tools, attachment support, and a mature extension system that lets admins add authentication, formatting, and workflow features.

Pros
  • +Threaded forum structure supports long-running discussions and topic search
  • +RBAC-style permissions by group and forum enable controlled community governance
  • +Extensible phpBB extension system covers authentication, moderation, and UI changes
  • +Built-in moderation and reporting workflows reduce reliance on third-party add-ons
Cons
  • –Admin configuration is detailed and can require forum-by-forum governance discipline
  • –Automation and external integration depend heavily on add-ons and custom code
  • –Real-time chat and reaction-style interactions require extra plugins or workarounds
  • –API and webhook event coverage is not a native focus for programmatic workflows

Best for: Fits when a team wants self-hosted forums with structured threads, built-in moderation, and extensibility.

#9

Simple Machines Forum

SMB

Free open-source forum software focused on performance and a classic feature set.

7.1/10
Overall
Features7.0/10
Ease of Use7.3/10
Value7.0/10
Standout feature

Simple Machines extension and theme system lets administrators change templates and add capabilities without replacing the core forum.

Simple Machines Forum delivers threaded discussion with topic and board organization for communities that need forum-style collaboration. It includes moderation tooling like post editing controls and user permission settings for managing contributions and visibility.

Pros
  • +Threaded messaging and board hierarchy fit long-running community discussions
  • +Granular permissions let admins separate moderators from forum-level admins
  • +Extension ecosystem supports custom templates, theming, and feature add-ons
  • +Built-in moderation workflows reduce reliance on external tooling
Cons
  • –Modern real-time collaboration features are limited versus chat-first products
  • –Hardening requires governance discipline around permissions and moderation roles
  • –External integrations depend heavily on plugins and configuration
  • –Admin UI workflows can feel slower for complex moderation and audits

Best for: Fits when teams need forum-style, topic-based collaboration with customizable moderation and add-ons.

#10

G2

enterprise

Peer-to-peer software review platform where business users read and write detailed evaluations of application software products.

6.8/10
Overall
Features6.8/10
Ease of Use6.7/10
Value7.0/10
Standout feature

Community threads that connect back to specific product reviews and categories.

G2 functions as a discussion application in the narrow sense of letting members talk around products, policies, and vendor experiences within G2 community spaces. Its distinct angle is that conversations are tied to a review ecosystem, so threads often reference specific reviewed items and categories.

Pros
  • +Threaded community posts keep product discussions organized by topic
  • +Searchable message history supports finding past opinions and explanations
  • +Member profiles and review references reduce context-switching during replies
  • +Moderation tooling supports community rule enforcement workflows
Cons
  • –Extensible integrations are limited for enterprise internal collaboration
  • –Role-based access controls are not geared toward granular workspace governance
  • –Audit log depth and retention controls are not built for e-discovery needs
  • –Migration or data portability from legacy collaboration tools is not straightforward

Best for: Fits when teams need product-centered discussion anchored to reviews and community context.

Conclusion

After evaluating 10 discuss application software, Circle 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
Circle

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 Discuss Application Software

Teams evaluating discuss application software usually need both structured, topic-first threads and the ability to route decisions into other systems through integration points. This guide covers Circle, XenForo, Discourse, and eight additional platforms with coverage of forum-grade governance, channel or topic threading, and moderation workflows.

Conversation shape, retention, and control depth vary sharply across Circle, Discourse, XenForo, and Talkyard. The included tools also cover real-time update behavior through Socket-style delivery in NodeBB and plugin-driven extensibility in Question2Answer and phpBB.

Threaded and moderated Discuss Application Software for team collaboration

Discuss application software in this buyer guide refers to team and community platforms that store conversations as searchable threads, support moderation actions, and provide admin controls for posting and visibility. Circle emphasizes spaces with consistent topic threading and couples that structure to automation via REST API and webhook events.

Discourse focuses on a topic-first discussion model paired with a trust-level system that drives progressive moderation and permission behavior without requiring a custom role for every group. XenForo targets forum-grade governance with user-group permission granularity by forum scope, which ties what people can post and see to specific parts of the discussion hierarchy.

Integration, governance, and conversation structure features to compare

Discuss application software only serves team collaboration when the conversation model matches how decisions are made and later retrieved. Circle ties structured topic threading in Spaces to automation through REST API and webhook events.

Governance determines who can post, who can see, and how moderation actions get handled at scale. XenForo uses user-group permission granularity by forum scope, while Discourse pushes moderation and permissions through its trust-level system.

  • Threading model that preserves decisions

    Circle keeps decisions organized through Spaces with consistent topic threading, then preserves context in threaded discussions. Discourse uses a topic-first structure so decisions remain searchable and remain attached to the initiating topic.

  • API and webhook surface for automation

    Circle pairs REST API and webhook events with its threaded Spaces model, which supports routing updates into other systems. Talkyard provides integration hooks for external systems, and its channel-level structure keeps ongoing discussions readable for downstream processing.

  • Permission and role granularity that matches the org structure

    XenForo assigns permissions at the user-group level tied to specific forum scope, which supports forum-grade governance. phpBB and Simple Machines Forum also rely on group and forum permission control, but XenForo is the most explicit about forum-scoped permission boundaries.

  • Moderation workflows tied to the message lifecycle

    Discourse supports moderation workflows built around flags, review queues, and moderation actions, with trust-level driving progressive controls. Invision Community adds configurable approval and visibility rules that govern content lifecycle, plus fine-grained moderation controls tied to community roles.

  • Extensibility model for custom workflows

    NodeBB offers a socket-based real-time notification model combined with an evented plugin API, which is suited to custom automation triggered by user and post actions. Question2Answer extends behavior through its add-on system that enables custom endpoints and UI extensions without forking the core.

  • Real-time update behavior versus asynchronous archives

    NodeBB delivers real-time updates without page reloads using its socket-based approach, which supports faster back-and-forth. Circle and Discourse favor durable async topic discussions where searchable history matters more than chat-style immediacy.

Choose based on governance depth, conversation philosophy, and integration intent

The best choice depends on whether the org wants forum-grade archived governance or a progressive trust model that reduces manual role design. Circle fits when threaded topic structure must stay consistent and external workflows must be triggered through API and webhooks.

Teams also need to match conversation behavior to operational reality. NodeBB fits when real-time notifications and plugin-driven event automation drive support and community interaction, while Discourse fits when moderation and permission behavior must scale through trust-level progression.

  • Map the org’s decision workflow to the threading philosophy

    Circle is a strong match when decisions should live inside topic-threaded Spaces so context stays attached to the original thread. Discourse is a strong match when topic-first discussions need durable search and moderation workflows anchored to topics rather than fast chat replies.

  • Pick the governance model that matches how permissions are managed internally

    XenForo fits when granular posting and visibility rules must be tied to user groups and specific forum scope. Discourse fits when progressive moderation and permission behavior can be driven through its trust-level system without designing a custom role for every group.

  • Validate the automation surface against planned integrations

    Circle fits when automated workflows must be triggered via REST API and webhook events tied to forum activity. NodeBB fits when event-driven automation must react to user and post actions through its evented plugin API with socket-based delivery.

  • Decide whether moderation governance requires category and queue design

    Discourse requires category and permissions configuration to make governance effective, especially when moderation needs review queues and action workflows. Invision Community requires deeper configuration for approval and visibility rules, which can support governed lifecycles across content types.

  • Assess extensibility needs before committing to a platform

    Question2Answer fits when custom endpoints and UI behavior need to be added through add-ons rather than changing core behavior. XenForo and phpBB can also extend through add-ons, but the platform fit depends on whether governance depth can tolerate third-party add-on management.

Who should use each Discuss Application Software

Different teams optimize for different balances between archived search, moderation governance, and automation. Circle serves teams that want structured threading plus integration-ready automation signals.

Other teams need governance-first control, real-time interaction, or Q&A-specific architecture where answers and questions remain the primary retrieval objects.

  • Product and operations teams routing decisions into other systems

    Circle supports threaded topic decisions in Spaces and couples that structure to REST API and webhook events for external workflow routing.

  • Community programs that require forum-scoped governance rules

    XenForo provides user-group permission granularity tied to forum scope, which suits posting and visibility rules that must be audited through consistent forum boundaries.

  • Organizations standardizing moderation across many groups

    Discourse scales moderation through trust-level-driven progressive permissions and moderation actions without requiring custom roles for every group.

  • Support and engagement teams that rely on fast feedback loops

    NodeBB prioritizes socket-based real-time notifications and an evented plugin API, which supports custom automation triggered by user and post actions.

  • Technical communities centered on searchable Q&A workflows

    Question2Answer uses a Q&A structure with tagging and question feeds so decisions remain archived as questions and answers rather than threaded chat exchanges.

Common buying mistakes for Discuss Application Software

Buyers often overvalue conversation aesthetics and undervalue the governance mechanics that prevent posting failures and moderation gaps. Many teams also misjudge how much integration work is needed after rollout.

The mistakes below show where the platform differences between Circle, Discourse, XenForo, NodeBB, and Talkyard create real operational consequences.

  • Choosing a platform for threaded UI while ignoring governance complexity

    Discourse can require careful configuration of categories and permissions to make strong governance effective, so category design must be part of the rollout plan.

  • Assuming automation exists in the same way across platforms

    Circle couples automation to threaded Spaces through REST API and webhook events, while other tools may rely more on add-ons or integration hooks with different operational overhead.

  • Underestimating permission tuning effort across forum scope and groups

    XenForo’s granular permission controls by user group and forum scope can require learning curve for tuning across multiple forums and groups, so an admin test migration is needed.

  • Expecting chat-style real-time behavior from an async-first platform

    Discourse and Circle are optimized around async topic discussions where searchable history and durable context matter, so real-time depth will not match chat-first products.

  • Relying on plugins without budgeting for configuration discipline

    NodeBB’s strong customization and evented plugin system can depend on plugin choices and governance discipline, so add-on management must be assigned during planning.

How We Selected and Ranked These Tools

We evaluated Circle, XenForo, Discourse, and the other listed platforms by weighting features at 40%, ease at 30%, and value at 30%. Features emphasized how conversation structure stays readable through threading, how moderation workflows handle flags and queues, and how permission behavior supports posting and visibility control.

Ease emphasized how quickly workspace administration and governance configuration can reach a working state without breaking moderation behavior. Value emphasized fit for common team collaboration needs where decisions must remain searchable and where automation depends on a usable API and webhook surface, and Circle stood out because its Spaces threading couples directly to REST API and webhook events for external workflow automation.

Frequently Asked Questions About Discuss Application Software

Which platform is best for threaded, searchable topic discussions that stay structured over time?
Circle fits teams that need topic threads with durable decision history because Spaces and consistent topic threading keep context intact. Discourse also supports long-lived topic organization with built-in search and moderation workflows for ongoing asynchronous collaboration.
How do Circle and Talkyard handle conversation structure when teams move from quick questions to longer technical discussions?
Talkyard organizes work into channel-based conversations with threaded discussions and knowledge-style formatting that keeps longer topics readable. Circle uses Spaces and topic threading to maintain structured context across recurring decision threads.
When does Discourse’s trust system work better than custom role configuration in other forum tools?
Discourse works well when permission changes should progress with activity because trust-levels gate actions and moderation without custom roles per group. XenForo and phpBB focus on explicit roles and group permission rules, which can require more administrative setup.
What breaks if message retention expectations require strict, configurable policies instead of basic archives?
Discourse and Circle both support durable archives, but retention control must match the chosen configuration and moderation workflow to avoid inconsistent historical visibility. phpBB relies on forum settings and database-stored content for archiving, so retention behavior depends heavily on administrator governance.
Which tool supports integration workflows through REST API access and webhook events for syncing discussion activity elsewhere?
Circle pairs REST API access with webhook events so external systems can sync activity and automate related workflows. Talkyard also provides API access and automation hooks, while Discourse focuses on a documented REST API with plugin extensibility for deeper automation.
How do XenForo and NodeBB differ for teams that need real-time updates instead of page-level refresh cycles?
NodeBB delivers real-time updates using socket-based notifications so new posts and events appear instantly. XenForo is forum-centered around threaded discussions and admin-governed operations, so it is not built around the same realtime event delivery model.
Which application provides the most granular admin controls for permissions across forum scope and moderation outcomes?
XenForo emphasizes a mature permissions model with fine-grained user-group controls tied to forum scope and moderation outcomes. Invision Community also offers governed workflows with role-based controls, approval rules, and audit-style reporting for moderation actions.
How do Circle and Question2Answer structure technical knowledge so that users can retrieve answers later?
Question2Answer centers on Q&A threads with voting and tags, which produces a searchable artifact shaped around questions and accepted answers. Circle supports long-running threaded topics with persistent message history, which fits decision threads and multi-step discussions rather than a question-answer format.
Where does Flarum-style community review context differ from product-anchored discussion in G2?
G2 ties discussions to a review ecosystem, so threads reference specific reviewed items and categories inside G2 community spaces. Other forum tools such as Discourse and XenForo center on topic and forum structures rather than review-linked community objects.
Which platform is most suitable when admins need extensibility without replacing core behavior through a plugin or extension system?
phpBB supports a mature extension system that lets admins add authentication, formatting, and workflow features while keeping the core forum intact. Simple Machines Forum and Question2Answer also use extension and add-on hooks to extend behavior without forking the core application.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

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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