
GITNUXSOFTWARE ADVICE
Customer Experience In IndustryTop 10 Best Proactive Live Chat Software of 2026
Compare proactive live chat software options like Gorgias, Kommunicate, and Smartsupp to match features to support teams and workflows.
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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Gorgias is the best pick for support teams that want proactive chat without losing workflow context, because its automation rules can fold conversations into the same customer support operations with order/customer data. Kommunicate is a strong alternative for teams that need proactive bot-to-agent continuity, since chatbot handoff carries visitor session tagging into agent routing.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Gorgias
Automation rules can treat chat as part of the same customer support workflow, not a separate channel.
Best for: Fits when support teams need proactive chat plus inbox-style automation tied to customer records.
Kommunicate
Editor pickChatbot handoff that carries visitor session tagging into agent conversations for continuity.
Best for: Fits when teams need proactive visitor targeting with bot-to-agent handoff and department routing.
Smartsupp
Editor pickProactive visitor monitoring with configurable page-time and behavior-based chat invitations.
Best for: Fits when mid-market teams need proactive chat, routing, and transcript export in one workflow.
Comparison Table
Gorgias
vertical specialistGorgias combines ecommerce helpdesk operations with live chat, automated answers, routing, and customer order data.
Automation rules can treat chat as part of the same customer support workflow, not a separate channel.
Gorgias is a proactive live chat solution built around customer support workflows for brands that already run support in a helpdesk-like inbox. It pairs agent chat handling with automation that can pull context from customer records and route conversations to the right teams.
Proactive chat triggers and page-time invites can be configured so visitors receive messages before they reach the end of a funnel. Gorgias also supports extensibility through API and webhooks that help integrate chat events into existing tooling.
- +Conversation automation can use customer and channel context to drive routing
- +REST API and webhooks support custom syncing of chat events to internal systems
- +Agent experience centers on a unified workspace for managing active customer requests
- +Supervisor visibility helps coordinate queues across departments
- –Proactive triggers require careful rule design to avoid repetitive invites
- –Deep integrations can take time because chat behavior depends on setup in multiple modules
E-commerce support teams
Guide shopping questions to agents
Faster resolutions with human help
Omnichannel support teams
Manage chat, email, and social together
Less context switching
Show 2 more scenarios
Support operations managers
Track response behavior and outcomes
Operational visibility into handling
Review ticket and response metrics to monitor how conversations are handled and how results trend over time.
E-commerce support managers
Automate repetitive tagging and replies
Less manual handling
Trigger routine actions from customer and ticket signals to reduce manual work on recurring support issues.
Best for: Fits when support teams need proactive chat plus inbox-style automation tied to customer records.
Kommunicate
API-firstKommunicate combines live chat, AI chatbots, human handoff, routing, and SDK-based customer messaging.
Chatbot handoff that carries visitor session tagging into agent conversations for continuity.
Kommunicate provides proactive live chat with routing logic, chat widget configuration, and visitor handoff workflows designed for support and sales teams. The product supports agent workspace controls, including queue handling and canned message libraries, to keep responses consistent across multiple departments.
A key differentiator is the depth of workflow configuration around visitor session tagging and chatbot handoff, which reduces context loss when conversations move between bots and agents. Integration coverage centers on JavaScript snippet embedding plus API and webhook options for CRM sync and automation triggers.
- +Proactive routing rules map visitors to departments before agent assignment
- +Chatbot handoff preserves visitor context into the agent workspace
- +Agent queue and availability states reduce time spent on reassignment
- +Transcript export supports downstream reporting and quality review
- –Proactive trigger and routing setup needs governance to avoid misroutes
- –Extensive configuration can slow onboarding for teams with simple workflows
Multi-agent support centers
Route chats by queue rules
More structured queue handling
Multilingual support teams
Maintain translated continuity in chat
Continuous transcript across languages
Show 2 more scenarios
Website sales teams
Qualify and transfer visitor intent
Better-targeted handoffs
Capture visitor intent on the site and transfer promising chats to the right sales or service staff with context.
Support supervisors and leads
Monitor and intervene during chats
More immediate quality control
Watch active conversations and step in when guidance or escalation support is needed.
Best for: Fits when teams need proactive visitor targeting with bot-to-agent handoff and department routing.
Smartsupp
SMBLive chat with proactive messages, visitor recordings, and chatbot automation.
Proactive visitor monitoring with configurable page-time and behavior-based chat invitations.
Smartsupp is a practical choice for organizations that want proactive chat invites tied to visitor behavior and page-time triggers, without relying on a separate enterprise contact center. The agent interface includes queue handling, canned responses, and supervision-style visibility into ongoing chats. Visitor session tagging helps teams keep context across actions during the same engagement. Chat transcript export supports handoff and QA workflows that require later auditing.
A tradeoff is that deeper CRM syncing and API automation require more setup than widget-only deployments and may not cover every custom workflow without engineering work. Smartsupp fits teams that need proactive invitations and basic enrichment for marketing, support, and sales routing in a single chat experience.
- +Proactive chat triggers based on visitor and page behavior settings
- +Queue management with agent availability states and department routing
- +Chat widget embedding via JavaScript snippet for fast deployment
- +Transcript export supports QA review and team knowledge building
- –Advanced automation and external sync can require integration work
- –Co-browsing and richer guided handoff workflows may be limited versus enterprise suites
CX operations teams
Route chats by department and status
Lower time to first response
E-commerce support teams
Trigger invitations during shopping intent
More resolved issues in-chat
Show 1 more scenario
Sales enablement teams
Convert high-intent visitors from browsing
Faster lead qualification
Canned replies and routing move proactive conversations to the right representatives quickly.
Best for: Fits when mid-market teams need proactive chat, routing, and transcript export in one workflow.
Crisp
SMBConversational platform offering proactive chat, chatbots, and multi-channel inbox.
Proactive chat invites with rule-driven department routing let agents respond based on visitor behavior, not only page load.
Crisp’s proactive engine can initiate chat invites when visitors hit configured triggers, then continue engagement with canned messages, agent availability states, and queue-managed handoffs. Agent work happens in an agent workspace with supervisor dashboard visibility over active chats, response flow, and department routing outcomes. Visitor session tagging and chat transcript export support later review, QA, and internal handover processes.
- +Proactive triggers can start conversations from page-time and behavior signals
- +Department routing and queue management reduce misrouted handoffs
- +Co-browsing and canned messages speed up agent-assisted guidance
- +Transcript export and CRM sync support workflow continuity
- –Proactive routing needs disciplined trigger and department rule design
- –Advanced automation and integrations require more setup than basic chat widgets
- –Customization depth can increase QA burden across multiple site contexts
- –Concurrent chat handling depends on configured workflows and routing rules
CX operations teams
Route high-intent visitors to support
Faster first response, fewer transfers
Sales and lead ops teams
Convert site visitors with guided co-browsing
More qualified conversations
Show 2 more scenarios
Support managers
Audit chat outcomes and exports
Better QA and accountability
Chat transcript export and supervisor visibility support post-chat review and operational reporting.
IT teams
Integrate widget with existing systems
Less manual lead and case entry
Crisp’s CRM sync and integration options connect chat context to downstream customer workflows.
Best for: Fits when CX and sales teams need proactive chat, queue routing, and agent assist without heavy custom development.
Provide Support
SMBHosted live chat service with proactive invitations and real-time visitor monitoring.
Proactive invitation rules tied to routing logic control which department sees each proactive chat.
Provide Support is designed for IT and CX teams that need proactive chat triggers tied to visitor monitoring signals and department routing rules. The chat widget configuration supports pre-chat prompts and a guided agent handoff flow with canned responses to keep replies consistent. Transcript export supports post-session review and training workflows that depend on complete conversation records.
- +Proactive chat triggers support department routing instead of single queue broadcasts
- +Canned message library reduces reply variance across common issues
- +Agent workspace supports clear conversation handling and faster triage
- +Chat transcript export supports QA review and knowledge-building
- –Proactive rule sets require ongoing tuning to prevent misrouted invites
- –Co-browsing depth for complex UI troubleshooting may not match enterprise expectations
IT support teams
Trigger help when users hit errors
Shorter time to first response
CX operations teams
Standardize replies with canned flows
More predictable agent outcomes
Show 2 more scenarios
Support managers
Review transcripts for coaching
Improved QA coverage
Export chat transcripts to evaluate resolution quality and train on edge cases.
Customer success teams
Route high-intent visitors quickly
Higher ticket deflection
Use proactive prompts to reach visitors before they submit tickets and assign the right queue.
Best for: Fits when multi-department support teams need proactive invitations with disciplined routing.
Trengo
SMBTrengo provides shared inboxes, website chat, automation, routing, and conversations across multiple channels.
Co-browsing inside active chat sessions, managed from the agent workspace, for guided troubleshooting in real time.
Trengo pairs proactive live chat with an agent workspace built around shared inboxes and conversation states. Routing rules, visitor monitoring signals, and co-browsing support teams that need guided chat flows, not just reactive support threads.
- +Visitor monitoring signals feed routing decisions inside chat workflows
- +REST API plus webhooks cover chat lifecycle events for custom automation
- +Co-browsing improves complex issue handling during live support
- +Transcript export keeps chat histories usable for later QA and audits
- –Proactive trigger setup needs careful configuration to avoid noisy invites
- –Advanced behavioral targeting requires more rules than basic queue routing
- –Queue logic can feel rigid when routing depends on complex department policies
- –Moderation controls need governance discipline across multiple inbox owners
Small business service teams
Handle social chats in one workspace
Less channel switching
Support operations teams
Triage email, chat, and social
Faster routing to teams
Show 2 more scenarios
Support managers
Escalate aging conversations by SLA
More predictable urgent handling
Apply escalation and service-level rules as threaded chats move through queues for predictable handling.
Customer-facing agents
Use history while replying across channels
Better-informed replies
View contact identity, prior interactions, and case activity while responding in chat across channels.
Best for: Fits when CX teams need proactive chat invites plus API-driven integrations into internal systems.
Freshchat
SMBFreshchat provides website messaging, chatbots, routing, agent workspaces, and customer profile context.
Condition-based proactive chat invites tied to visitor session signals and routing rules for department delivery.
Freshchat from Freshworks runs proactive live chat triggers, guiding visitors into agent conversations before they submit a form. The product supports visitor monitoring, page-time and exit-intent invite rules, and routing rules that can send chats to specific departments based on conditions.
- +Proactive chat triggers support page-time and exit-intent invite rules
- +Queue management routes chats by department and condition-based rules
- +REST API and webhooks provide event-driven integrations for chat lifecycle
- +Agent workspace includes structured actions and chat transcript export
- –Co-browsing support is limited compared with products focused on sales enablement
- –Fine-grained governance takes discipline across routing rules and tagging
Digital support teams
Provide queue-based website chat
Support without leaving the site
Support agents and managers
Transfer uncertain chat to agents
Agents get required context
Show 2 more scenarios
Customer engagement teams
Trigger messages from browsing signals
Proactive outreach before requests
Monitor visitor sessions and send proactive messages based on engagement behavior to start timely conversations.
Mobile product support teams
Offer in-app chat help
More support requests in-app
Add chat-based assistance to mobile experiences so customers can ask for help inside the app.
Best for: Fits when CX teams need proactive invitations with rule-based routing and API-driven event workflows.
Podium Webchat
vertical specialistPodium Webchat captures website conversations and routes leads into a business messaging workflow.
Proactive chat invitation triggers that combine visitor monitoring with configurable routing into the right agent queue.
Podium Webchat targets teams that want proactive chat invitations and a routing workflow built around real conversation handling. It provides a configurable chat widget with visitor monitoring triggers, message libraries for canned replies, and chat transcript export for handoff and review.
- +Visitor monitoring triggers support proactive chat invites based on on-page behavior
- +Canned response libraries speed up consistent answers during high volume
- +Chat transcript export improves QA and customer follow-up workflows
- +Agent workspace supports clear queue and assignment patterns
- –Advanced routing rules need careful configuration to avoid misfires
- –Co-browsing coverage depends on supported integrations and setup
- –Session persistence behavior across channels can add operational complexity
- –Concurrent throughput limits may require design changes for peak traffic
Sales development teams
Proactively invite chat during high-intent browsing
Higher contacted lead rate
Customer support managers
Route complex chats to specialized queues
Lower resolution cycle time
Show 2 more scenarios
CX operations teams
Review transcripts and improve reply playbooks
More consistent customer answers
Exports chat transcripts and supports message libraries for more consistent responses.
IT and compliance teams
Audit and export chat transcripts for review
Clear audit trail coverage
Provides transcript export to support internal review processes and operational handoffs.
Best for: Fits when CX teams want proactive invites and faster agent responses using configurable routing and message libraries.
Genesys Cloud CX
enterpriseGenesys Cloud CX supports digital messaging, chat routing, queue management, workforce controls, and contact center analytics.
Chat proactive behavior can be tied to routing and agent availability states within Genesys Cloud queue workflows.
Genesys Cloud CX runs proactive live chat by coordinating visitor triggers, routing rules, and agent queue handling inside the Genesys Cloud contact center environment. It pairs chat with conversational context through agent workspace controls and transcript handling for downstream teams.
- +Unified agent workspace across chat and broader Genesys Cloud interaction types
- +Automation via APIs and webhooks supports custom routing and workflow events
- +Department routing aligns chat handling with enterprise queue models
- +Visitor session tagging improves continuity across multi-page journeys
- –Requires careful governance of routing logic to avoid misdirected proactive invites
- –Proactive trigger configuration can be complex for teams without CX ops standards
Large support and CX teams
Run governed chat routing and transfers
Chat follows contact center processes
Sales development contact centers
Run chat-driven outbound campaigns
Comparable campaign execution
Show 2 more scenarios
Workforce planning teams
Plan staffing for variable chat demand
Better staffing alignment
Forecast queue demand and monitor adherence across changing regional workloads and contact center schedules.
Retention and scheduling teams
Automate outreach and reminders
More consistent outreach results
Use structured outreach workflows for appointment setting, retention efforts, and reminders with consistent outcomes tracking.
Best for: Fits when contact centers need proactive chat coordinated with queue management and enterprise routing.
Gist
SMBGist combines live chat, chatbots, marketing automation, knowledge bases, and visitor tracking.
REST API webhooks and event-driven chat automation for proactive invite and handoff workflows.
Gist is a proactive live chat solution built around agent-led workflows and scripted contact moments rather than only reactive support. It provides routing rules, canned response libraries, and queue management so agents can act on triggers with consistent handling.
- +Proactive trigger handling with routing rules and canned response libraries
- +SDK integration and a widget embed flow for custom chat placement
- +Queue management supports agent availability states during peak demand
- +REST API and webhooks for chat lifecycle automation and integration
- –Behavioral targeting rules require careful configuration to avoid bad invites
- –Co-browsing and session persistence coverage is not as universal as in larger suites
Support team leads
Route proactive chats from page triggers
Faster assignment and resolution
Customer success teams
Trigger onboarding moments via visitor tags
Higher onboarding engagement
Show 2 more scenarios
Product and engineering teams
Automate chat lifecycle with webhooks
Smarter automated support actions
It sends webhooks for trigger events so systems can sync context with chat workflows.
Sales enablement teams
Embed agent workflows in product tours
More qualified conversations
It supports SDK embedding so agents can start proactive chats inside embedded experiences.
Best for: Fits when mid-market IT and CX teams need proactive chat triggers plus API-based automation.
Conclusion
After evaluating 10 proactive live chat software, Gorgias 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 Proactive Live Chat Software
Proactive live chat software sends chat invitations without waiting for a visitor to click a widget. This guide covers Crisp, Zendesk Chat, Salesforce Live Agent, and the other tools that rank highest for rule-driven proactive triggers, routing into the right queue, and agent workflow fit.
Rather than treating chat as a single inbound channel, the top products tie visitor monitoring to department routing, trigger timing, and handoff behavior. The included tool reviews use concrete mechanisms like page-time and behavior signals, queue management with agent availability states, and API or widget embed flows to separate implementation depth from basic chat popups.
Proactive Live Chat Software for rule-driven chat invites, routing, and agent workflows
Proactive live chat software uses proactive chat triggers to invite visitors based on signals like page-time, behavior patterns, and exit-intent timing, then delivers those invites into routing rules that pick the right agent group. Crisp and Smartsupp both tie proactive invitations to configurable conditions and connect them to queue management so the right department receives the conversation.
The software also governs what happens after the invite through automation and integrations, including canned responses, transcript export, and API or webhook event surfaces for workflow extensions. Genesys Cloud CX adds an enterprise queue workflow layer where proactive behavior ties into routing and agent availability states across its broader CX interaction model.
Proactive triggers, routing, and workflow control
Proactive live chat software only helps when chat invitations arrive with the right timing and the right assignment behavior. The strongest tools link visitor monitoring signals to routing rules and then carry the conversation into an agent workspace with predictable next steps.
Category buyers should also validate automation and event extensibility, because proactive outreach quickly turns into workflow engineering. Crisp, Genesys Cloud CX, and Gist all expose integration mechanisms that support custom routing decisions and downstream actions beyond canned chat popups.
Rule-driven proactive chat invites tied to department delivery
Crisp uses proactive chat invites with rule-driven department routing so agents can respond based on visitor behavior, not only page load. Provide Support also ties proactive invitation rules to routing logic so each department receives the proactive invites it should own.
Queue management with agent availability states
Smartsupp pairs proactive chat triggers with queue management that includes agent availability states and department routing. Genesys Cloud CX ties proactive behavior to routing and agent availability states inside Genesys queue workflows.
Bot-to-agent handoff that preserves visitor context
Kommunicate adds chatbot handoff that carries visitor session tagging into agent conversations for continuity. Crisp focuses on proactive routing and agent assist, while Kommunicate is structured around handoff continuity after the bot phase.
API and webhook surfaces for proactive invite and chat lifecycle events
Gorgias provides REST API and webhooks so chat events can sync into internal systems while automation rules treat chat as part of the same workflow. Gist supports REST API webhooks and event-driven automation for proactive invite and handoff workflows.
Widget embed flow and agent-side customization for proactive placement
Gist combines SDK integration and a widget embed flow so proactive triggers can be placed and governed inside custom surfaces. Podium Webchat also includes configurable routing into agent queues with canned message libraries built for faster agent handling during high volume.
Pick based on routing depth, automation surface, and governance fit
The first choice is whether the proactive chat system behaves like a chat widget with routing or like a workflow engine that spans channels. Crisp and Smartsupp prioritize proactive triggers with queue routing for CX and sales teams, while Gorgias and Genesys Cloud CX treat chat events as inputs to broader interaction systems.
The second choice is the automation and integration surface that supports ongoing operations. Tools with documented REST API and webhook event coverage such as Gist and Gorgias fit teams that need custom event handling, while Kommunicate emphasizes continuity via chatbot handoff with preserved visitor tagging.
Validate department routing behavior under real trigger conditions
Run a test where visitors meet multiple conditions such as page-time and behavior signals and confirm the system routes into the intended department. Crisp and Provide Support both support proactive triggers paired to department routing, so the decision should be based on how predictable the routing logic feels during overlapping scenarios.
Match the product to the queue model used by the support organization
If the team assigns work through queue states and agent availability, prioritize Smartsupp or Genesys Cloud CX. Smartsupp adds agent availability states for queue management while Genesys Cloud CX aligns proactive behavior with queue workflows across its broader CX model.
Choose workflow continuity features if proactive outreach includes bots
If proactive outreach starts with automation and then must continue inside agent work, Kommunicate is built around chatbot handoff that preserves visitor session tagging. This is a different design goal than tools that focus on routing and assignment without bot context carryover.
Confirm event extensibility for proactive triggers and downstream actions
Teams that require custom processing of chat lifecycle events should validate REST API and webhook coverage in the tool. Gorgias supports automation rules plus REST API and webhooks tied to customer and channel context, while Gist focuses on event-driven proactive invite and handoff automation via REST API webhooks.
Decide how much governance discipline routing rules will require
Multiple proactive rule sets create failure modes where misroutes or repetitive invites happen unless teams tune trigger logic and routing criteria. Crisp and Provide Support both depend on disciplined proactive rule design, while Kommunicate and Smartsupp also need governance because handoff and queue routing depend on consistent configuration.
Who benefits from proactive live chat with routing and automation
Proactive live chat software fits teams that can respond differently based on where a visitor is in the journey and which department should own the request. The strongest matches are CX and sales operations groups that already run queue-based assignment and need proactive invites to feed those workflows.
It also fits IT teams that must integrate proactive triggers with internal systems through REST API and webhook event handling. Tools such as Gist and Gorgias are built for event-driven automation, while Crisp and Smartsupp are built around proactive triggers that land in queue routing quickly.
CX teams that route by department and need availability-aware assignment
Smartsupp and Genesys Cloud CX both connect proactive triggers to queue management behavior that includes agent availability states and department routing, which reduces misassignment during peak periods.
Support teams that standardize first responses using canned message libraries
Provide Support includes a canned message library that reduces reply variance across common issues, and it pairs proactive invitation rules to routing logic by department.
Teams that want bot-to-agent continuity for proactive invitations
Kommunicate preserves visitor session tagging through chatbot handoff into the agent workspace, which supports continuity when proactive outreach starts with automated guidance.
IT and CX operations teams building custom proactive automation via events
Gist and Gorgias provide REST API and webhook event coverage that supports custom syncing of chat events into internal systems and workflow automation tied to customer context.
Sales and customer success teams that need proactive outreach without heavy engineering
Crisp emphasizes proactive chat invites with rule-driven department routing and queue management, which fits teams that want proactive engagement and agent assist without extensive custom development.
Common proactive chat failure modes
Proactive live chat fails when invitation logic sends the wrong message to the wrong queue or when multiple rules trigger noisy repeat invitations. The category also breaks when teams treat proactive chat as a standalone widget instead of an event source for workflow and governance.
The tools in this list show recurring patterns in how teams manage routing logic, handoff context, and integration depth. Crisp, Gist, and Smartsupp all depend on careful trigger configuration, while Kommunicate adds additional handoff governance needs due to bot context transfer.
Routing rules are authored once and never tuned for overlapping visitor behaviors
Crisp and Provide Support both rely on disciplined trigger and department rule design, so teams should validate overlapping conditions such as page-time plus behavior signals to prevent misrouted invites.
Queue assignment ignores agent availability states during proactive outreach spikes
Smartsupp and Genesys Cloud CX both include agent availability-aware queue behavior, so teams should test proactive invite delivery while agent load changes instead of validating only on a quiet day.
Bot handoff loses visitor context, creating agent confusion after proactive automation
Kommunicate supports chatbot handoff that carries visitor session tagging into agent conversations, so teams should avoid designs that start bots without an explicit context preservation path.
Integration work focuses on chat transcripts and misses lifecycle event automation
Gist and Gorgias both support REST API and webhooks for proactive and lifecycle events, so integration plans should include invite, assignment, and conversation state transitions rather than only transcript export.
How We Selected and Ranked These Tools
We evaluated Crisp, Smartsupp, Provide Support, Kommunicate, Genesys Cloud CX, Gorgias, Gist, Trengo, Freshchat, and Podium Webchat on proactive invitation mechanisms, routing control, and how reliably proactive behavior reaches the intended agent workflow. Features counted for 40 percent of the score, and ease and value each counted for 30 percent of the score.
Crisp received the highest ranking because proactive chat invites paired with rule-driven department routing and queue management helped meet both timing and assignment goals in the same workflow. We also weighted integration and automation depth through documented API and webhook surfaces where available, since proactive systems require event handling beyond basic widget interactions.
Frequently Asked Questions About Proactive Live Chat Software
How do proactive chat invitations work across Intercom and Crisp?
When should a team use Genesys Cloud CX proactive chat instead of Zendesk Chat?
Which tool supports the deepest chatbot handoff continuity for session context?
How do REST API webhooks and event hooks differ between Gist and Provide Support?
What breaks if a team cannot export chat transcripts for operational handoff?
Which platform offers co-browsing during the proactive chat session?
How do admin controls and supervisor visibility differ between Freshchat and Zendesk Chat?
How should IT teams approach data migration and visitor context mapping for interop?
What security controls matter most when enabling SSO or API access in Genesys Cloud CX?
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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