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Customer Experience In IndustryTop 10 Best Live Chat Room Software of 2026
Compares live chat room software tools for support and sales teams, outlining features, deployment fit, and tradeoffs to review options.
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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CometChat is the best live chat room choice for support teams that rely on long-running threads, because persistent conversation context plus transcript export makes after-chat follow-up and documentation straightforward, whereas Crisp fits teams that want proactive chat invitations with a shared inbox and clean transcript continuity.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
CometChat
Persistent conversation context with transcript export supports follow-up work after chat ends.
Best for: Fits when support teams need agent assignment workflows and usable transcripts for long-running chat threads.
Crisp
Editor pickProactive chat invitations that trigger at visitor-defined moments while preserving the full transcript for follow-up.
Best for: Fits when support teams need proactive chat plus webhook-driven integrations with manageable admin overhead.
tawk.to
Editor pickBuilt-in offline message capture queues visitor messages when agents are unavailable, then delivers them to the agent workspace for follow-up.
Best for: Fits when support teams want a configurable chat widget, fast canned replies, and transcript exports.
Comparison Table
CometChat
API-firstChat SDK and hosted messaging platform with group chat, moderation, and voice and video options.
Persistent conversation context with transcript export supports follow-up work after chat ends.
CometChat delivers live chat room workflows built around WebSocket-style real-time messaging and persistent conversation access for teams that need ongoing context. It supports common agent operations such as chat routing, assigning visitors to agents, and capturing transcripts for follow-up.
CometChat also adds moderation controls like profanity filtering to reduce unwanted user content in active sessions. It is geared toward support and community-style chat rooms where agents need fast handoffs and consistent session continuity.
- +Chat routing and assignment workflow supports shared agent coverage
- +Transcript export supports after-chat documentation and internal review
- +Profanity filter helps reduce abusive content during live conversations
- +Persistent conversation access keeps ongoing context available to agents
- –Complex routing rules can require careful setup to avoid misassignment
- –Co-browsing workflows are limited compared with full support-suite chat stacks
- –Deep CRM ticket sync and bidirectional automation depend on external wiring
- –Queue and occupancy controls are less granular than more enterprise-focused chat systems
Support teams handling chat escalations
Escalate active chats to video sessions
Users get live multimodal help
Website customer support operators
Embed branded chat with agent workspace
Agents collaborate and keep records
Show 2 more scenarios
Platform developers building workflows
Trigger external actions from chat events
Automated operations from chat activity
Developers send conversation activity to moderation, ticketing, analytics, or notification services on demand.
SaaS vendors managing tenant chat
Deploy branded multi-tenant communication rooms
Separated tenant conversation access
Organizations deliver themed chat experiences while isolating conversation contexts per tenant environment.
Best for: Fits when support teams need agent assignment workflows and usable transcripts for long-running chat threads.
Crisp
SMBCustomer messaging platform with website chat, shared inbox, and real-time conversations.
Proactive chat invitations that trigger at visitor-defined moments while preserving the full transcript for follow-up.
Crisp is a live chat room that routes website visitors into agent conversations with real-time messaging and chat transcripts. It supports a persistent inbox model with canned responses, proactive chat invitations, and chatbot handoff into human chat.
Crisp also provides contact-level context and event-driven webhooks for syncing chats with external support systems. Administration centers on workspace configuration and agent access controls for governing who can respond, transfer, and view transcripts.
- +Proactive chat invitations and canned responses reduce response latency
- +Contact context and transcript exports support faster agent continuity
- +Webhooks for chat events enable bidirectional support automation
- +Visitor targeting works well for segmented chat experiences
- –Advanced routing and queue control need deliberate setup
- –Threading and message-linking depth is limited versus some enterprise suites
- –Audit log retention and governance reporting are not as granular as top tiers
- –Co-browsing and embedded workspaces are not native to core chat
Customer service and website teams
Answer visitor questions in real time
Centralized real-time customer support
Customer support operations teams
Convert chats into case records
Faster issue resolution continuity
Show 2 more scenarios
Support operations teams
Route chats and requests to teams
More consistent queue handling
Routing rules assign live chats, emails, and cases to the right team or operator by availability.
Distributed support coverage teams
Capture offline messages for later
Fewer unresolved requests
Crisp stores offline requests so they can be assigned and answered when operators become available.
Best for: Fits when support teams need proactive chat plus webhook-driven integrations with manageable admin overhead.
tawk.to
SMBFree live chat software for websites with visitor messaging, agents, and basic collaboration.
Built-in offline message capture queues visitor messages when agents are unavailable, then delivers them to the agent workspace for follow-up.
tawk.to fits live chat room workflows where an embedded widget, agent desktop, and routing rules need to move quickly across sites. Core capabilities include chat assignment, offline message capture, canned responses, and transcript export for post-interaction review.
The product also supports integrations such as CRM webhooks and common ticketing connectors, which helps teams push chat context downstream. Admin tooling focuses on permissions, chat monitoring, and configuration of visitor-facing behavior within a single shared workspace.
- +Offline message capture preserves visitor context when agents are absent
- +Canned responses speed up repetitive replies without leaving the chat window
- +Chat transcript export supports audit-friendly handoffs and reviews
- +CRM webhook and ticketing connectors move chat context into existing systems
- –Queue controls feel less granular than routing designs built around skill-based routing
- –RBAC-style permissioning requires careful agent and admin role configuration
- –Some workflows rely on add-on integrations rather than built-in automation
- –Higher concurrency can increase response lag if agent occupancy is not managed
Small support teams
Deploy chat widget during platform transition
Core visitor messaging launches quickly
International support organizations
Handle multilingual chats inside widget
Fewer language workflow switches
Show 2 more scenarios
Customer support teams
Answer visitor questions in real time
Visitors get instant help
Agents respond through an embedded widget using shared workspace context and monitoring.
SMB helpdesk operators
Resolve routine tickets with canned replies
Routine issues handled faster
Agents combine chat history, pre-chat forms, and canned responses for common support requests.
Best for: Fits when support teams want a configurable chat widget, fast canned replies, and transcript exports.
Olark
SMBWebsite live chat software for customer conversations and support teams.
Visitor geolocation and routing context shown in the chat console to guide agent decisions during live conversations.
Olark is a live chat solution aimed at support and sales teams that want fast agent handling with a focused admin surface. Core capabilities include real-time chat, visitor context like geolocation, transcript export, canned responses, and chat assignment workflows.
- +Canned response library speeds repetitive support replies
- +Transcript export keeps case notes portable across teams
- +Proactive chat invites can engage visitors before they ask
- +Visitor geolocation context helps tailor routing and tone
- –Limited workflow depth compared with ticketing-first chat suites
- –Automation and API surface are narrower than larger competitors
- –Reporting focuses on chat outcomes rather than agent productivity analytics
- –Deep admin governance and RBAC controls are not as granular
Customer support teams
Answer inbound website questions in chat
Faster issue resolution
Service operations teams
Pass chat context into workflows
Less manual data entry
Show 2 more scenarios
Sales and marketing teams
Qualify leads using visitor context
More structured lead conversations
Sales teams assess interest through live chats and geolocation context for routing and follow-up.
Collaborative support teams
Continue conversations across agent handoffs
Fewer repeated questions
Agents use transcripts, tags, and visitor context when conversations move between team members.
Best for: Fits when small support teams need quick chat handling, canned replies, and transcript export without heavy workflow engineering.
Sendbird
API-firstMessaging platform for in-app group chat, community chat, and real-time conversations.
Room scoped conversation state with event subscriptions that drive custom routing, occupancy tracking, and multi agent coordination.
Sendbird adds live chat room capabilities through an SDK-first approach that supports WebSocket based messaging and session management. The product includes room concepts for multi-party conversations, message delivery control, and visitor-to-agent chat routing workflows.
- +Room based chat supports multi agent and multi channel conversation models
- +Event driven SDK hooks simplify automation for routing and status changes
- +Granular message lifecycle controls for delivery and read acknowledgements
- +API coverage supports custom agent assignment logic beyond fixed queues
- –Advanced routing and governance need design work to avoid agent overload
- –Admin console control depth is weaker than REST and SDK automation workflows
- –Co-browsing style features depend on third party implementation
- –Transcript export workflows require integrating storage and formatting logic
Community and collaboration product teams
Run persistent group chat rooms
Structured conversations with governed access
Customer support operations teams
Embed agent routed website chat
Faster real-time support routing
Show 2 more scenarios
Branded customer experience teams
White-label chat widget per tenant
Consistent branded customer conversations
Deploy embedded chat interfaces that align with product presentation across brands and customer accounts.
Product teams building media apps
Add SDK chat to voice video sessions
Unified chat and session context
Combine chat rooms with event-driven session logic for joined media experiences in apps.
Best for: Fits when support teams want SDK driven room workflows and event hooks for routing and handoff.
PubNub
API-firstReal-time platform for building live chat, channels, and large-scale interactive messaging.
Programmable history and presence primitives that let chat rooms be implemented as application logic, not only UI widgets.
PubNub fits teams that already build event-driven apps and need chat-like real-time messaging inside their product. It offers a broad API surface for pub/sub messaging, presence, and history-based message retrieval, which can be wired into custom live chat workflows.
- +Highly programmable real-time messaging with presence and occupancy signals
- +Message history retrieval supports transcript generation without third-party tooling
- +Webhooks and event callbacks fit custom chat routing and CRM updates
- +Scales to high concurrent usage via a messaging-first architecture
- –Room UX, agent routing, and queue controls require custom application logic
- –Threading and moderation workflows need implementation beyond message publish/subscribe
- –Operational governance features are thinner than dedicated helpdesk live chat suites
Web and mobile product teams
Embed in-app chat with presence
Real-time chat without transport build
Game developers
Run lobby and party text chat
Players see who is online
Show 2 more scenarios
Interactive app builders
Push live updates to chat users
Timely updates across app sessions
Send events to subscribed clients so activity changes reach users without polling refresh loops.
Product teams adding messaging
Connect chat events to workflows
Conversation actions trigger business steps
Wire message delivery and event callbacks into customer-facing experiences and custom routing logic.
Best for: Fits when teams need chat rooms embedded in an app with custom routing, transcript control, and event-driven integrations.
MirrorFly
API-firstChat API and messaging solution with one-to-one and group chat for web and mobile apps.
WebRTC session support embedded in the live chat experience, enabling voice and video alongside transcripts and routing.
MirrorFly focuses on WebRTC-based live chat that can add real-time voice and video to support sessions, not just text. The product combines a visitor-to-agent chat experience with moderation and routing features, including queue handling and operator availability.
- +WebRTC voice and video support inside the same live chat workflow
- +Queue and routing controls help manage agent occupancy during peaks
- +API and webhooks support conversation event syncing with external systems
- +Administration features support RBAC and configurable chat behavior
- –Co-browsing and richer session features require deliberate enablement
- –Automation depth depends on integration build-out for advanced routing
- –Transcript retention controls can be restrictive for long-term compliance needs
- –High concurrency deployments need capacity planning for WebRTC sessions
Community operations teams
Moderate user discussions with room controls
Disruptive behavior is contained
Product and community builders
Run invite-only private chat rooms
Organized conversation access improves
Show 2 more scenarios
Multi-brand support organizations
Embed branded chat across properties
Consistent brand experience improves
Organizations deploy configurable chat interfaces inside host apps for multiple brands and sites.
Backend developers
Trigger workflows from chat events
External systems stay synchronized
Message and room events drive custom application actions through APIs and webhooks.
Best for: Fits when support teams need text plus real-time WebRTC sessions and event-driven integrations.
Chatwee
vertical specialistEmbeddable hosted chat room software for websites and online communities.
Multi-room widget lets publishers host separate topic chats inside one embedded interface.
Chatwee supports multiple rooms for separate subjects, events, or audience groups. Its widget can match a site's visual identity, while moderators can remove messages, ban accounts, and apply a profanity filter. CMS integrations reduce the work required to place chat rooms inside established websites.
- +Multiple public and private rooms under one widget
- +Room-level moderation with bans and message removal
- +Embeddable widget supports branded layouts
- +CMS integrations reduce custom implementation work
- –No native ticket queues or SLA management
- –Limited fit for CRM-centered support operations
- –Advanced identity synchronization requires custom development
- –Room governance depends on manual moderator configuration
Digital publishers
Live event discussion rooms
Higher on-site participation
Membership communities
Topic-based member conversations
More organized discussions
Show 2 more scenarios
Event organizers
Virtual attendee chat
Centralized attendee interaction
Embedded rooms give attendees dedicated spaces for sessions, announcements, and audience questions.
Online retailers
Product community conversations
Stronger product engagement
Branded rooms support customer discussions around product launches, use cases, and shared recommendations.
Best for: Fits when publishers, communities, and event organizers need branded topic rooms embedded directly into their websites.
RumbleTalk
vertical specialistHosted group chat rooms with moderation, private rooms, and website embeds.
Embeddable group-chat rooms combine granular styling, private messaging, moderation controls, and JavaScript API hooks.
For webinars, conferences, publishers, and membership sites, RumbleTalk places branded chat rooms directly inside existing pages. Room-level settings allow administrators to control appearance, access, moderation, and participant interaction without building chat infrastructure. The JavaScript API adds integration options for custom buttons, room behavior, and authenticated user flows.
- +Embeddable rooms fit websites, portals, and event pages.
- +Room-level styling supports branded communities.
- +JavaScript API enables custom room workflows.
- +Word filtering and moderator controls support live governance.
- –Ticket queues and agent assignment are not core workflows.
- –Advanced support reporting is thinner than help-desk products.
- –Large room governance needs manual moderator planning.
- –Community features can exceed support-team requirements.
Conference organizers
Host moderated event discussions
Centralized event conversation
Online publishers
Add community chat to articles
Higher reader interaction
Show 2 more scenarios
Membership organizations
Run member-only discussion rooms
Structured member communication
Administrators restrict rooms to approved participants and create separate spaces for committees, courses, or events.
Support team leaders
Add real-time community assistance
Faster shared answers
Teams use moderated rooms for shared product guidance when individual case tracking is not required.
Best for: Fits when event teams need branded, embedded group chat with direct moderation and customization controls.
Arena
media and eventsLiveblog and live chat platform for audience participation during events and broadcasts.
Arena Chat's embeddable event rooms combine live conversation, polls, Q&A, reactions, and content blocks.
Arena places chat rooms inside publisher pages, event pages, and streaming experiences through embeddable widgets. Organizers can combine conversation with polls, Q&A, reactions, and live content modules in one audience experience. Moderation controls support message removal and participant management during active sessions.
- +Embeddable rooms support publisher and event pages
- +Polls, Q&A, reactions, and content share one experience
- +Moderation controls support active audience management
- +Event-focused formats extend beyond basic messaging
- –Limited fit for ticket-based customer support operations
- –No conventional agent workspace for case ownership
- –Advanced workflows may require custom integration work
- –Engagement features exceed the needs of simple chat
Digital publishers
Live article discussion
Higher reader participation
Event organizers
Webinar audience engagement
More interactive sessions
Show 2 more scenarios
Media companies
Live broadcast interaction
Managed viewer conversation
Media teams place branded chat beside streams and use moderation controls during broadcasts.
Community managers
Campaign discussion rooms
Centralized campaign discussion
Community teams create focused rooms for launches, announcements, and scheduled audience conversations.
Best for: Fits when publishers and event teams need embedded audience interaction beyond basic messaging.
Conclusion
After evaluating 10 live chat room software, CometChat 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 Live Chat Room Software
This buyer’s guide evaluates live chat room software for support teams that need embedded chat experiences, agent handoff, and durable transcripts after a session ends. It covers Chatwee, RumbleTalk, Arena, CometChat, Sendbird, PubNub, MirrorFly, tawk.to, Crisp, and Olark.
Each tool card emphasizes concrete deployment behavior such as embeddable room widgets, programmable routing hooks, and transcript export workflows that support follow-up operations. The guide also maps which products fit CRM-centered support queues versus publisher-style topic rooms and event audience interactions.
Live Chat Room Software for embedded support conversations, routing, and transcript export
Live chat room software provides web-embedded chat interfaces where visitors and agents exchange messages in a dedicated room context, often with moderation controls and room-level settings. Many stacks also add transcripts and session history so support teams can complete follow-up work after the chat ends.
Chatwee focuses on a multi-room widget that lets publishers host separate topic chats inside one embedded interface, including room-level moderation features like bans and message removal. CometChat centers persistent conversation context with chat transcript export and routing and assignment workflows designed for shared agent coverage during long-running threads.
What to validate in Live Chat Room Software for support teams
Support teams need chat room behavior that matches how agents work during active sessions and how transcripts get reused after handoff. The strongest platforms separate room experience from operational workflows so routing, moderation, and exports can be configured without breaking the embedded widget.
Embedded multi-room vs single experience
Chatwee supports a multi-room widget so publishers can host separate topic chats inside one embedded interface with room-level moderation. RumbleTalk and Arena deliver embeddable group-chat rooms for branded community and event experiences, but neither is positioned around multi-room widget organization like Chatwee.
Assignment workflow coverage for agent handoff
CometChat includes chat routing and assignment workflows that support shared agent coverage during long-running chat threads. Arena and Chatwee provide strong embedded room experiences, but CometChat is the clearer match when case ownership style workflows are required for chat-to-agent handoff.
Transcript export and usable after-chat context
CometChat pairs persistent conversation context with transcript export for follow-up work after chat ends. Sendbird and PubNub both support room-scoped conversation state, but CometChat directly centers transcript export as a workflow output for post-session documentation.
Event rooms with audience interaction modules
Arena Chat combines live conversation with polls, Q&A, reactions, and content blocks in the same embedded experience. Chatwee and RumbleTalk prioritize embedded topic rooms and moderation controls, but Arena adds interactive content modules that support event-style engagement.
Programmable integration and room event hooks
Sendbird exposes room based conversation state with event-driven SDK hooks that drive custom routing, occupancy tracking, and multi agent coordination. PubNub provides programmable history and presence primitives so chat rooms can be implemented as application logic with event-driven integration patterns.
Operational continuity when agents are unavailable
tawk.to captures offline visitor messages and delivers them to the agent workspace when agents are unavailable. Crisp provides proactive chat invitations that trigger at visitor-defined moments while preserving transcripts for follow-up, which supports continuity for proactive engagement rather than offline backlog handling.
Choose Live Chat Room Software by workflow control depth
The category breaks down into two operating models. Some products emphasize publisher-style embedded rooms with topic experiences and moderation, while others emphasize agent operational workflows like assignment and chat transcript outputs for follow-up work.
Select the operating model by where routing and ownership lives
If shared agent coverage and assignment workflows must be native to chat, prioritize CometChat because chat routing and assignment workflow coverage is a core workflow. If embedded community rooms with moderation controls matter more than a conventional agent workspace for case ownership, prioritize Chatwee, RumbleTalk, or Arena.
Pick the embedded experience shape that matches how sessions will be organized
If the requirement is multiple topic rooms inside one embedded interface, choose Chatwee because it provides a multi-room widget with room-level moderation. If the requirement is a single event room with audience interaction modules like polls and Q&A, choose Arena because it combines conversation with interactive blocks in one experience.
Decide whether automation should be product workflows or application logic
If routing automation and occupancy tracking must be driven through SDK hooks tied to room state, choose Sendbird because it provides event-driven SDK hooks for routing and status changes. If the requirement is to implement rooms as application logic with presence and programmable history primitives, choose PubNub because it supports event-driven integration patterns beyond UI widgets.
Validate after-chat reuse and documentation outputs
If follow-up work depends on exporting transcripts from chat sessions, choose CometChat because transcript export is built for documentation after chat ends. If the workflow emphasizes maintaining a contact context and transcript continuity with proactive engagement, choose Crisp because it preserves transcripts after proactive chat invitations.
Confirm continuity features for slow or unavailable coverage
If the requirement includes capturing visitor messages while agents are unavailable, choose tawk.to because it includes offline message capture queues and delivers messages to the agent workspace later. If the requirement emphasizes reducing response latency through canned responses and proactive invitations, choose Crisp or Olark because they center canned responses and transcript exports for fast handling rather than offline backlog queues.
Match real-time session requirements to session type
If the chat experience must include WebRTC voice and video in the same workflow as transcripts and routing, choose MirrorFly because it embeds WebRTC sessions inside the live chat experience. If the requirement is text-first support with moderation and embedded room behavior, choose Chatwee, RumbleTalk, or Sendbird because they focus on text room experiences rather than WebRTC session embedding.
Who each Live Chat Room Software fits best
Live chat room software choices depend on whether the business needs embedded topic rooms and moderation or whether it needs agent-centric workflow outputs like assignment and transcript exports. The right fit also depends on whether automation is expected to run as built-in operational workflows or as integration logic driven by SDK hooks.
Publishers and community operators embedding topic chats into their own pages
Chatwee fits because it delivers a multi-room widget that supports separate topic chats under one embedded interface with room-level moderation controls.
Event teams building branded audience interaction rooms
Arena fits because its embeddable event rooms combine conversation with polls, Q&A, reactions, and content blocks in one experience.
Support teams that need agent assignment workflows during long-running chats
CometChat fits because it provides chat routing and assignment workflow coverage plus transcript export for follow-up work after the chat ends.
Engineering teams that want room automation driven by SDK events
Sendbird fits because room scoped conversation state includes event-driven SDK hooks for routing, occupancy tracking, and multi agent coordination.
Support teams that need offline visitor message capture when coverage is missing
tawk.to fits because it captures offline visitor messages and delivers them to the agent workspace for follow-up once agents are available.
Common Live Chat Room Software mistakes that break support workflows
Support teams often over-optimize the embedded chat UI and under-validate how chat routing, moderation, and transcript exports support real operations. The result is a chat experience that looks right but fails to preserve ownership, continuity, and documentation outputs.
Choosing an embedded topic room product for a case-ownership workflow without validating assignment coverage
CometChat is built around routing and assignment workflow coverage for shared agent coverage, while Arena is described as a limited fit for ticket-based customer support operations without a conventional agent workspace for case ownership.
Building a transcript-dependent follow-up process on a product that does not clearly center transcript export output
CometChat pairs persistent conversation context with transcript export for after-chat documentation, while other tools may support chat history retrieval but do not center transcript export as a primary workflow output.
Assuming moderation controls and room experience require no operational governance design
Chatwee provides room-level moderation including bans and message removal, but CometChat notes that complex routing rules can require careful setup to avoid misassignment.
Using routing logic that is too advanced for the tool’s default queue control granularity
tawk.to delivers offline message capture and canned responses, but queue controls are less granular than routing designs built around skill-based routing, which can cause agent assignment drift under load.
Expecting WebRTC co-browsing style session depth without a deliberate enablement plan
MirrorFly supports WebRTC voice and video in the live chat experience, but co-browsing and richer session features require deliberate enablement beyond the baseline WebRTC integration.
How We Selected and Ranked These Tools
We evaluated live chat room software based on features, operational workflow fit, and implementation risk across embedded chat experiences. Features counted for 40%, ease and daily admin handling counted for 30%, and value counted for 30%.
Chatwee separated itself by combining a multi-room widget for topic separation with room-level moderation that publishers can apply per room inside one embedded interface. CometChat scored high where support teams need routing and assignment workflows plus transcript export for after-chat follow-up, while Sendbird and PubNub earned points for room-scoped state and event-driven integration patterns.
Frequently Asked Questions About Live Chat Room Software
How do Zendesk Chat, Intercom, and Freshchat handle chat transcripts for handoff and follow-up?
Which tool is better for embedding multiple branded chat rooms inside one website widget?
When do offline messages get captured, and where do agents see them in tawk.to and Olark?
What breaks if a team needs room-level state across reconnects in WebSocket-style deployments like CometChat and Sendbird?
How do integrations and APIs differ across Sendbird, PubNub, and Crisp for CRM webhooks and ticketing handoff?
Which security and access controls matter most when multiple agents share one workspace, and how do MirrorFly and Crisp compare?
How does admin configuration scale when teams need chat routing rules and queue handling across many sites in Olark and CometChat?
What tradeoff appears when choosing WebRTC-based chat in MirrorFly instead of text-only room consoles like tawk.to?
When does skill-based routing or chatbot handoff help most, and how do Crisp and Intercom fit that workflow?
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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