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Communication MediaTop 10 Best Team Chat Software of 2026
Compare team chat software options for work teams, focusing on features, admin controls, and integrations using Microsoft Teams, Discord, and Slack.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
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Framework: Features 40% · Ease 30% · Value 30%
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Microsoft Teams is the best fit for Microsoft 365 teams that need channel chat tied to meetings, since transcripts and recording artifacts stay attached to the same conversation context, while Discord is better when you want server roles and permissions to steer posting and moderation across channels.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Microsoft Teams
Meeting-to-chat integration that attaches transcripts and recording artifacts to the related chat context.
Best for: Fits when Microsoft 365 users need channel chat tied to meetings, compliance retention, and admin audit logs.
Discord
Editor pickServer roles and permissions let administrators gate posting and moderation actions at channel and category scope.
Best for: Fits when teams need threaded channel chat plus bot and webhook automation for day-to-day coordination.
Slack
Editor pickCanvas offers structured, collaborative docs inside the chat workspace for drafting and review.
Best for: Fits when teams need threaded chat plus deep integration and admin governance.
Comparison Table
Microsoft Teams
enterpriseUnified communication platform combining chat, video meetings, and file collaboration within Microsoft 365.
Meeting-to-chat integration that attaches transcripts and recording artifacts to the related chat context.
Channel-based chat organizes work by topic, and tabbed surfaces let teams pin documents, planners, and dashboards directly inside conversations. Meeting-to-chat ties recordings, transcript artifacts, and meeting content to the related chat context, which reduces the need to hunt for outputs after calls. The message experience includes edits and reactions and keeps history searchable by users with appropriate permissions.
A key tradeoff is that channel sprawl can make high-volume organizations hard to govern without disciplined naming and retention policies. Teams fits best when multiple departments already operate on Microsoft 365 identities and file stores, and when centralized audit logging and eDiscovery exports are part of the compliance workflow.
- +Channel structure ties chat, meetings, and pinned work artifacts together
- +Meeting-to-chat history links call outcomes to the ongoing conversation
- +Centralized admin audit logs support compliance investigations
- +Policy-driven retention and eDiscovery exports cover chat content lifecycle
- –Channel sprawl can bury decisions when governance is weak
- –Advanced workflow automation depends on third-party apps or custom development
IT and security operations
Incident review across chat threads
Faster scoping and evidence capture
Project delivery teams
Channel-based work tracking with docs
Reduced status hunting
Show 2 more scenarios
Sales and customer success
Account collaboration tied to meetings
Clear handoff after calls
Customer-facing teams associate call outputs with the account chat space for follow-ups.
HR and internal communications
Controlled announcements and archiving
Auditable communications record
HR uses retention and export controls to keep announcement history accessible for permitted users.
Best for: Fits when Microsoft 365 users need channel chat tied to meetings, compliance retention, and admin audit logs.
Discord
SMBVoice, video, and text communication platform organized into server-based communities with role permissions.
Server roles and permissions let administrators gate posting and moderation actions at channel and category scope.
Discord fits teams that already coordinate through real-time group chat and need channels, threaded discussions, and direct messaging in one place. Core capabilities include message reactions and edits, attachment and file sharing, searchable message history, and community-style moderation tools for servers.
Activity and participation signals come from member presence, server roles, and configurable permissions that control who can post, manage channels, and moderate content. Discord also supports third-party integrations through webhooks and bot APIs, which helps connect chat to external workflows and automation.
- +Threaded conversations keep long discussions organized inside channels
- +Role-based permissions control posting and moderation across server sections
- +Message reactions and edits support quick feedback loops
- +Bot and webhook integrations extend chat workflows beyond native features
- –Enterprise governance controls and audit logging are less granular than dedicated collaboration suites
- –Message retention and archival controls can be limited for compliance-focused use cases
- –Large servers can create information sprawl across channels without strong structure
Small and mid-sized teams
Persist standups and project discussions in channels
Sustained project context
Gaming groups and esports communities
Coordinate party voice and text during matches
Faster match coordination
Show 2 more scenarios
Streamers and event organizers
Run announcements and moderated audience chat
More interactive events
Organizers combine voice, text, and channel permissions to manage participation around live events.
Operations and technical teams
Route incidents into controlled alert channels
Quicker incident response
Teams channel automated notifications and discussion into permissions-based spaces for faster resolution.
Best for: Fits when teams need threaded channel chat plus bot and webhook automation for day-to-day coordination.
Slack
enterpriseChannel-based messaging platform with extensive integrations and workflow automation.
Canvas offers structured, collaborative docs inside the chat workspace for drafting and review.
Slack routes work through threaded group chat, direct messaging, and shared channels with searchable message history. It connects chat to work systems through a large app ecosystem and a REST API that supports bots, custom workflows, and event-driven integrations.
Admin controls include identity federation, user provisioning integrations, and detailed audit logging for channel and workspace actions. For teams that manage compliance needs, Slack supports retention settings and eDiscovery exports to retrieve conversation content.
- +Threaded conversations keep high-volume discussions readable
- +Extensive app integrations support workflow automation via bots
- +Strong admin controls include audit logging and identity federation
- +Search and message organization reduce time spent locating decisions
- –Complex workflows often require multiple apps and careful permissions
- –Message search scopes can feel limiting without consistent channel hygiene
- –File sharing works best when teams standardize naming and folders
- –Some advanced governance workflows depend on add-on configuration
Cross-functional business teams
Coordinate project work in dedicated channels
Project updates stay accessible
Distributed remote teams
Continue discussions asynchronously across time zones
Async work runs smoothly
Show 2 more scenarios
IT and operations teams
Route alerts and triage in channels
Incident trail supports follow-up
Operations teams capture incident decisions and handoffs in focused channels for later retrieval.
Businesses with external partners
Collaborate with scoped shared workspaces
External coordination stays controlled
Organizations manage partner conversations in shared spaces separated from internal channels with scoped access.
Best for: Fits when teams need threaded chat plus deep integration and admin governance.
Mattermost
enterpriseOpen-source, self-hosted team messaging platform designed for security-conscious and regulated industries.
Configurable message retention and legal hold support through admin-controlled retention policies.
Mattermost supports both self-hosted and managed deployments, which helps organizations align chat operations with their infrastructure and data handling requirements. Core chat features include threaded replies, message reactions, edits, and searchable history across teams. Identity integration supports SAML and OIDC, with user provisioning behavior that can be aligned to external directories. For system integration, Mattermost provides a REST API plus incoming webhooks that allow external services to create messages, manage channels, and trigger events.
- +Threaded conversations improve context retention in long-running discussions
- +REST API and webhooks support chat-triggered workflow automation
- +SAML and OIDC identity integration fit enterprise authentication setups
- +Admin audit logs and retention controls support governance needs
- –Self-hosting adds upgrade and operational maintenance work
- –Advanced automation often needs custom webhook or API development
- –Some enterprise compliance workflows require careful admin configuration
- –Large attachment libraries can increase storage planning complexity
Platform engineering teams
Automate deployment updates into channels
Fewer status meetings and faster feedback
IT and security teams
Enforce access and audit governance
Measurable compliance controls
Show 2 more scenarios
Customer support operations
Coordinate cases across teams
Quicker case resolution
Channels and threaded replies keep case context while searchable history supports faster retrieval.
Remote product teams
Run structured discussions by feature
More traceable decisions
Threading and message edits reduce context loss during iterative planning and reviews.
Best for: Fits when enterprise teams need governed team chat plus API and webhook automation.
Twist
SMBAsynchronous-first team communication tool with threaded conversations designed to reduce notification overload.
Thread-first updates with Twist-specific formatting designed to keep discussion, decisions, and follow-ups attached to the same item.
Twist is a team chat system centered on threaded conversation flow, with a distinctive focus on structured updates rather than pure chronologic streams. It combines direct messaging and group channels with message reactions, edits, and read visibility, and it supports attachments alongside searchable history.
- +Thread-first conversation structure keeps decisions tied to context.
- +Searchable message history supports quick retrieval across channels.
- +Attachments travel with messages for task and review continuity.
- +SSO and admin controls support centralized access management.
- –Thread discipline is required to avoid scattered context.
- –Automation depends on connected workflows rather than deep native bots.
- –Moderation and retention controls are not the strongest compared to enterprise peers.
- –Migration tooling for chat history can be more effort than expected.
Managers and cross-functional teams
Threaded decisions tied to original discussion
Better accountability and rationale recovery
Distributed teams and managers
Structured recurring updates in channels
More consistent visibility with less meetings
Show 2 more scenarios
Engineering, support, and operations
Searchable triage threads per incident
More traceable issue handling
Each issue discussion retains handoff context for traceable follow-ups.
Project and operations teams
Channels for workstreams with threaded coordination
Clearer coordination across workstreams
Workstreams in channels support parallel coordination and clear follow-up decisions.
Best for: Fits when teams want threaded chat for structured updates and want chat history to function as an execution log.
ChatWork
SMBBusiness chat platform with task management and file sharing, popular in the Japanese market.
ChatWork tasks let teams assign work from within chat threads, keeping ownership and deadlines attached to conversation context.
ChatWork focuses on task-driven team chat with built-in assignment flows that link conversations to accountability. The app supports direct messaging and group chat with message search, attachments, and conversation-level visibility for shared work.
- +Chat-to-task workflows connect discussions to owners and due dates
- +Message search speeds up incident follow-ups across busy group chats
- +File sharing stays attached to the relevant conversation context
- +Admin controls include user management and organization-wide governance settings
- –Threaded conversations require discipline to avoid deep, hard-to-scan replies
- –Advanced automation depends on third-party integration rather than native playbooks
- –Compliance export workflows can be limited for large-scale eDiscovery needs
- –Migration from other chat systems can be operationally heavy without tooling
Operations teams
Assign tasks from chat threads
Clear ownership and follow-ups
Project managers
Track decisions with searchable message history
Faster status and audits
Show 2 more scenarios
Customer support leads
Coordinate tickets via group chat
Reduced handoff delays
Support groups share work context in chat and maintain visibility for ongoing cases.
IT admins
Manage users and retention needs
Governance and audit readiness
Administrators control access and support export workflows for operational review and compliance.
Best for: Fits when teams want chat-based coordination with lightweight assignment tracking and solid message retrieval.
Pumble
SMBTeam chat application with unlimited message history on the free plan and threaded conversations.
Workspace automation with configurable bot workflows for channel and user lifecycle actions.
Pumble is a team chat system that focuses on channels and threaded group conversations with direct messaging. Message history is designed for search and retention, with file attachments handled inside chat contexts.
- +Threaded conversations keep long discussions readable in active channels.
- +Searchable message history reduces time spent locating past decisions.
- +Extensible integrations support external systems via API and webhooks.
- +Admin user management supports consistent workspace onboarding workflows.
- –Conversation moderation controls are less granular than enterprise chat suites.
- –Advanced governance needs deliberate setup across roles and channel rules.
- –File sharing lacks deep file lifecycle controls found in some competitors.
- –Cross-workspace automation requires more custom integration work.
Hybrid distributed teams
Channel chats plus recurring check-in meetings
Less tool switching during updates
Small to midsize organizations
Department and project channels for coordination
More organized day-to-day communication
Show 2 more scenarios
IT and operations teams
Threaded incident updates with retained context
Clear incident timeline and decisions
Operations teams run incident threads that preserve decisions and status updates as a shared record.
Support and service teams
Threaded handoffs between agents
Fewer repeat questions at handoff
Support teams retain discussion context when routing an active case to a new agent.
Best for: Fits when mid-size teams want threaded channel discussions plus integration and admin controls.
Zoho Cliq
SMBTeam communication tool with channels, chatbots, and task management integrated into the Zoho suite.
Workflow-style bot and automation actions inside chat that drive structured updates across connected Zoho apps.
Zoho Cliq delivers core team chat functions such as threaded conversations, direct messaging, and file sharing inside chat threads. Search across message history and attachment context helps teams find decisions without leaving the chat surface. The product’s strongest fit shows up where other Zoho apps already run in the workflow and where chat needs to coordinate across business processes.
- +Threaded conversations keep decisions attached to the work item
- +Zoho ecosystem integrations reduce duplicate effort across tools
- +Message and attachment search supports faster internal follow-up
- +Webhook and automation hooks support chat-driven routing
- –Compliance and retention controls are less granular than some enterprise suites
- –Admin governance depth can require tighter operational discipline
- –Some advanced workflow scenarios depend on external integration building
IT operations teams
Route incidents and status updates in chat
Lower time-to-acknowledge
Sales teams
Track deal milestones in threaded threads
Fewer lost context handoffs
Show 2 more scenarios
Customer support teams
Summarize tickets into channel posts
Faster internal resolution
Integrations push ticket summaries and attachments to shared rooms for internal escalation.
HR teams
Coordinate onboarding tasks in chat
More consistent onboarding
Provisioned groups and automation trigger onboarding checklists and reminders in chat threads.
Best for: Fits when teams need chat plus Zoho-linked automation to move work through shared processes.
Brosix
SMBSecure team messaging platform with a private team network model and built-in collaboration tools.
Built-in video and screen sharing from inside chat threads reduces context switching for reviews and troubleshooting.
Brosix combines team chat with built-in video and screen sharing, so discussions can move from text to live collaboration without switching tools. Threaded group conversations and direct messaging support structured debate and fast one-to-one coordination.
- +Threaded group conversations keep long topics navigable.
- +Integrated video and screen sharing supports chat-to-meeting workflows.
- +Searchable message history speeds retrieval of prior decisions.
- +Attachment support keeps files alongside the related discussion.
- –Enterprise governance depth is narrower than suites focused on compliance workflows.
- –Advanced automation and extensibility depend on external integrations rather than native tooling.
Department and project teams
Coordinate daily work in private rooms
Shared conversations stay accessible
Developers and IT operations
Route chat events into workflows
Messages trigger custom operations
Show 2 more scenarios
IT administrators and corporate comms
Deploy centrally controlled internal networks
Managed alternative to consumer chat
Admins configure user access and administrative policies for internal messaging across organizations.
Operations and support teams
Track incident updates in shared channels
Coordinated response with record
Persistent channels and searchable history capture updates and decisions during incident response.
Best for: Fits when teams need threaded chat plus built-in live sharing for project coordination and decision trails.
Flock
SMBTeam messaging app with channels, polls, reminders, and built-in productivity tools.
Flock’s visual message composer supports card-style task sharing inside conversations, reducing back-and-forth in channels.
Flock runs team chat with channels and direct messaging plus a visual message canvas for coordinating work. It supports threaded conversations, message reactions, and message edits to keep discussion readable and maintain accuracy.
- +Visual message composer makes task handoffs clearer than plain chat
- +Threaded discussions reduce off-topic replies in active channels
- +Built-in meeting and calendar context links work from inside chat
- +Edit and reaction controls help keep fast conversations accurate
- –Advanced workflows depend on configuration of workspace norms
- –EDiscovery-style export workflows are limited for large compliance programs
- –Admin audit detail is not as granular as enterprise SIEM-centric suites
- –Deep third-party automation requires additional integration work
Small business team leads
Coordinate routine updates in channels
Shared communication hub
Operations managers
Track actions with pins and mentions
Clear ownership and visibility
Show 2 more scenarios
Technical operations teams
Automate external workflows from messages
Less manual coordination
Connect chat activity to commands, bots, and webhooks for routine operational actions and handoffs.
Cross-functional project teams
Keep context via threaded discussions
More coherent project context
Attach threaded conversations and shared files to messages and channels for fewer disconnected replies.
Best for: Fits when teams need chat-first coordination with threads, reactions, and meeting context in one place.
Conclusion
After evaluating 10 team chat software, Microsoft Teams 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 Team Chat Software
Team chat software for group and threaded conversations shapes how decisions, tasks, and artifacts stay attached to the work that caused them. This guide covers Microsoft Teams, Mattermost, Zoho Cliq, Pumble, Flock, Twist, ChatWork, Brosix, Slack, and Discord.
Coverage centers on integration depth, automation behavior inside chat, and admin governance controls that affect how message history and moderation actions are handled. Microsoft Teams is highlighted for meeting-to-chat context that links transcripts and recording artifacts to channel conversations. Mattermost is highlighted for admin-controlled retention and legal hold support tied to chat history.
Team Chat Software for threaded group conversations, integrations, and governed message history
Team chat software coordinates direct messaging and channel conversations with threaded discussion so teams can keep high-volume decisions readable and tied to the right context. Most teams also rely on attachment support and searchable message history to retrieve prior decisions during incidents and project reviews.
Microsoft Teams connects channel chat to meeting outcomes by attaching transcripts and recording artifacts to the related chat context. Mattermost focuses on admin-controlled retention behavior using configurable message retention and legal hold support, backed by a REST API and webhooks for chat-triggered workflow automation.
Integration, automation, and governance signals that affect chat outcomes
Team chat tools vary most by how they connect chat to work events and how they control chat records after messages are sent. The strongest options tie conversations to meetings, tasks, or structured workflows so teams can retrieve decisions and trace follow-ups.
Admin controls also differ by how message history, retention behavior, and moderation actions are governed. These differences decide whether compliance processes can rely on chat as an auditable record instead of treating chat as ephemeral conversation.
Meeting-to-chat context attachment
Microsoft Teams attaches meeting transcripts and recording artifacts to the related chat context inside channels, which keeps call outcomes next to the ongoing discussion. This reduces the gap between meeting notes and decisions made afterward.
Admin-controlled retention and legal hold
Mattermost supports configurable message retention and legal hold through admin-controlled retention policies. This design targets governed chat history that can be held for investigations.
Chat-native structured automation with workflow actions
Zoho Cliq runs workflow-style bot and automation actions inside chat, which pushes structured updates across connected Zoho apps. This fit is strongest when chat messages need to move work through Zoho-linked processes.
Thread-first execution log formatting
Twist uses thread-first updates and Twist-specific formatting so discussion, decisions, and follow-ups stay attached to the same item. This makes chat history behave like an execution log when teams follow the thread discipline.
Workspace lifecycle automation and channel rules
Pumble provides workspace automation with configurable bot workflows for channel and user lifecycle actions. It also emphasizes searchable message history to speed retrieval during active work cycles.
Visual task sharing inside messages
Flock’s visual message composer supports card-style task sharing inside conversations. This reduces back-and-forth because task handoffs live in the same message thread.
Chat-to-task ownership and due dates
ChatWork lets teams assign work from inside chat threads, which keeps ownership and deadlines attached to the conversation context. This matters for incident follow-ups where message search is used to find what was decided and who owns the next step.
Choose a tool based on how chat becomes an auditable workflow
Start by mapping where the team’s decisions originate and where the follow-up work must land. Meeting-driven work often needs Microsoft Teams-style transcript and recording attachment to keep outcomes attached to the conversation.
Then decide how much control must sit with administrators versus community norms. Options like Mattermost and Microsoft Teams treat retention and governance as core design goals, while tools such as Twist and ChatWork rely on team behavior to keep thread context readable.
If meeting outcomes must be traceable in chat, prioritize transcript attachment
Choose Microsoft Teams when channel chat must connect directly to meeting transcripts and recording artifacts inside the related conversation context. This match reduces the need for external note hunting after a call.
If retention and legal hold drive requirements, evaluate governed history controls first
Choose Mattermost when admin-controlled retention policies and legal hold are required for team chat history. This approach aligns chat with investigations and ongoing retention obligations.
If work must move through structured processes, compare in-chat bot workflow models
Choose Zoho Cliq when chat should execute workflow-style bot actions that drive structured updates across connected Zoho apps. This fit reduces duplicate manual steps across chat and the rest of the Zoho toolchain.
If chat must function as an execution log, validate thread-first behavior and adoption
Choose Twist when teams want thread-first updates that keep decisions and follow-ups attached to the same item. The requirement becomes thread discipline to avoid scattered context.
If lifecycle automation and channel organization rules matter, compare bot workflow coverage
Choose Pumble when channel and user lifecycle actions must be managed through workspace automation and configurable bot workflows. This also pairs with its searchable message history for fast decision retrieval.
If task handoffs must be visible inside messages, test card or assignment experiences
Choose Flock when teams need visual message composer cards for task handoffs inside conversations. Choose ChatWork when ownership and due dates must be assigned directly from chat threads and surfaced through message search.
Who benefits from these chat designs and governance behaviors
Team chat buyers should match tool design to how work is produced and regulated in daily operations. Microsoft Teams targets meeting-linked channel workflows, while Mattermost targets governed history with retention and legal hold.
Other tools fit teams that rely on chat structure for execution or visibility. Twist and ChatWork depend on thread-first behavior, while Flock emphasizes visual task handoffs inside conversations.
Microsoft 365 teams coordinating meetings and channel work
Microsoft Teams keeps meeting transcripts and recording artifacts attached to related chat context inside channels, which supports end-to-end traceability from call to decision.
Enterprises with retention and legal hold requirements for chat history
Mattermost supports configurable message retention and admin-controlled legal hold, which helps teams keep governed chat records for investigations.
Teams running chat-driven workflows across Zoho apps
Zoho Cliq places workflow-style bot and automation actions inside chat so structured updates move through connected Zoho apps with less manual switching.
Teams building an execution log from threaded updates
Twist ties decisions and follow-ups to thread-first items so chat history can act like an execution log when teams maintain thread discipline.
Teams that need visible task handoffs inside conversation messages
Flock uses a visual message composer for card-style task sharing, while ChatWork lets teams assign work with owners and due dates from chat threads.
Common buyer pitfalls in team chat deployments
Most chat failures happen when teams choose based on basic messaging features and underestimate how chat history, automation, and governance will behave after adoption. Threading, search habits, and admin controls shape whether chat becomes a reliable record.
Another failure pattern is choosing a workflow model that the team cannot sustain. Thread-first formats and thread-assigned tasks require consistent usage to prevent context scattering and missed follow-ups.
Buying for threading without planning for thread discipline
Twist requires thread-first behavior to keep decisions attached to context, and ChatWork requires discipline to avoid deep replies that become hard to scan.
Assuming all chat tools offer governed retention and legal hold
Mattermost provides admin-controlled retention policies and legal hold support, while other tools in this list have narrower compliance and retention controls for enterprise-grade governance.
Ignoring meeting-to-chat traceability needs when meetings drive decisions
Microsoft Teams is designed to attach meeting transcripts and recording artifacts to the related chat context, while tools without this attachment model force teams to locate call artifacts outside chat.
Selecting visual task handling or chat-to-task assignment without validating retrieval habits
Flock’s card-style task sharing works best when users follow the visual message composer workflow, and ChatWork’s chat-to-task model relies on message search to find ownership and deadlines fast.
Overestimating in-chat automation depth without checking native versus integrated bot coverage
Zoho Cliq’s in-chat bot and workflow actions connect across Zoho apps, while Microsoft Teams workflow automation often depends on third-party apps or custom development for advanced automation.
How We Selected and Ranked These Tools
We evaluated Microsoft Teams, Mattermost, Zoho Cliq, Pumble, Flock, Twist, ChatWork, Brosix, Slack, and Discord on feature depth at 40%, ease of use and day-to-day experience at 30%, and value for how each tool’s chat structure affects retrieval and follow-up at 30%. Features weighted included how threaded conversations stay readable in long discussions, how message history can be searched, and how chat connects to meetings, tasks, or workflow actions inside the product.
Ease and value weighted included how much team behavior is required for context to remain attached, such as thread-first discipline in Twist and threaded scanability expectations in ChatWork. Microsoft Teams set the ranking pace because meeting-to-chat integration attaches transcripts and recording artifacts directly to related chat context, which improves traceability and reduces artifact hunting across channel work.
Frequently Asked Questions About Team Chat Software
How does Microsoft Teams connect threaded chat to meetings and files for ongoing work?
Which tool provides workflow automation inside chat using bots and structured actions across connected apps?
What breaks if an organization needs fine-grained admin governance and audit visibility across workspace actions?
When does eDiscovery export and compliance retention become a practical requirement for team chat?
How do Mattermost and Pumble differ in how they support automation with API and webhook integrations?
Where does threaded conversation flow help most for structured updates and decision trails?
Which platform is best when built-in live collaboration must happen inside chat threads during reviews and troubleshooting?
What should admins plan for when identity federation and user provisioning must be enforced across the organization?
How do message retention and legal hold controls affect long-term chat search and archive access?
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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