GITNUXSOFTWARE REVIEW
Business FinanceTop 10 Best Ticketing System Software of 2026
Compare ticketing system software options for support teams, including HappyFox and osTicket, with practical tradeoffs for choosing a fit.
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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HappyFox is the best overall for support teams that need strong workflow automation and predictable triage, thanks to trigger-based rules that update assignments and fields and routing across queues, whereas Intercom is a better fit for inbox-first teams since conversation automations route and update tickets with user and event context.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
HappyFox
Built-in workflow automation can modify assignments and fields based on ticket triggers and events.
Best for: Fits when support teams need strong workflow automation and routing without building custom tooling.
osTicket
Editor pickPlugin architecture supports custom agent views, intake logic, and workflow extensions without core rewrites.
Best for: Fits when teams need self-hosted ticket intake, queue routing, and flexible agent workflows.
Intercom
Editor pickConversation-centric automations that route and update based on user and event context across channels.
Best for: Fits when teams want an inbox-first workflow that merges messaging context with managed ticket handling.
Comparison Table
HappyFox
SMBWeb-based help desk and ticketing software with multi-channel support and task management.
Built-in workflow automation can modify assignments and fields based on ticket triggers and events.
HappyFox turns support intake into tracked tickets with a configurable workflow that routes requests and manages status changes. Email-to-ticket ingestion, web forms, and an inbox experience for comments and attachments support common service desk patterns.
Automation rules can adjust assignment, send notifications, and update ticket fields based on triggers. The admin area includes user roles, audit visibility, and configuration controls for queues and escalation behavior.
- +Automation rules update fields and notifications from trigger conditions
- +Routing works across assignment queues for predictable triage
- +Email ingestion keeps threads together for ongoing customer context
- +Comment threads store evidence and maintain a clear interaction history
- –Advanced workflows take time to model correctly for edge cases
- –Some governance controls require careful role mapping across teams
- –Reporting depth depends on how ticket fields are standardized up front
- –Omnichannel intake breadth is narrower than suites that cover more channels
Customer support teams
Centralize multi-channel customer requests
Consistent ticket status visibility
Retail support teams
Track order and will-call inquiries
Shared tracking and coordination
Show 2 more scenarios
Support operations leads
Review workload and resolution patterns
Actionable service desk insights
Analyze queue and resolution reporting to spot bottlenecks and guide support process improvements.
Support teams reducing tickets
Offer portal help before escalation
Fewer avoidable agent requests
Provide self-service access so customers can search answers and reach agents only when needed.
Best for: Fits when support teams need strong workflow automation and routing without building custom tooling.
osTicket
SMBOpen-source PHP-based support ticketing system with configurable workflows.
Plugin architecture supports custom agent views, intake logic, and workflow extensions without core rewrites.
osTicket provides email ingestion, a built-in form capture path, and a rules-driven queue model for routing and assignment. Ticket lifecycle management includes threaded comments, status transitions, and attachments so agents can keep context in one record. Administrative controls cover staff roles and permission scoping, plus workflow settings that influence SLA timers and escalation behavior.
A key tradeoff is that governance depth for integrations and audit-focused change history is weaker than in commercial helpdesk suites, which pushes more work onto internal process. osTicket works well when teams can standardize triage steps and handle exceptions through assignment queues and escalation policies rather than relying on complex automation editors.
- +Self-hosted deployment fits teams with internal hosting requirements
- +Rules-based queues support consistent routing and assignment
- +Threaded ticketing preserves agent and requester communication history
- +Plugin-based extensibility enables targeted customizations
- –Automation tooling is less guided than modern SaaS helpdesks
- –Integration and governance controls require more internal configuration
- –Search and reporting depth can feel limited on large backlogs
- –Some advanced workflow needs rely on add-ons or custom work
IT helpdesk teams
Standardize triage across departments
Fewer handoffs and faster resolution
Customer support operations
Consolidate inbox and web intake
Cleaner context for agents
Show 2 more scenarios
Platform and systems teams
Build custom intake automation
Automated ticket generation
Developer hooks and plugins enable API-based ticket creation and tailored processing.
Small service desks
Reduce repetitive responses
Lower agent time per ticket
Canned responses and knowledge article linking support consistent answers during backlog grooming.
Best for: Fits when teams need self-hosted ticket intake, queue routing, and flexible agent workflows.
Intercom
enterpriseConversational support platform combining live chat, ticketing, and help center automation.
Conversation-centric automations that route and update based on user and event context across channels.
Intercom is positioned as a customer messaging system that can also run ticketing workflows through its inbox and conversation history. Ticket intake supports email and chat into shared conversations with threaded comments, attachments, and status changes.
Automation is centered on routing and lifecycle rules tied to conversation context, plus API access for creating and updating conversations. Administration emphasizes roles for agent permissions, audit visibility for activity, and configuration controls that affect who can see and act on conversations.
- +Unified inbox merges chat and email threads with consistent conversation history
- +Conversation automations route and tag based on event and user context
- +API supports programmatic conversation creation and updates for custom workflows
- +Role-based access limits who can view and act on shared inbox content
- –Ticket lifecycle reporting is weaker than help-desk-first systems
- –Advanced governance requires careful configuration of routing and permissions
- –CSV export and bulk operations are limited for large backlogs
- –Some IT help desk conventions need workarounds outside Intercom conventions
Customer support teams
Handle chat and email in one workspace
Less repeated customer context
SaaS product teams
Request help from in-product prompts
Help requests from inside product
Show 2 more scenarios
Distributed service teams
Collaborate using shared transcripts
Fewer handoff losses
Coordinate agents across locations with assignments, internal notes, and handoffs tied to one thread.
Support operations teams
Escalate unresolved chats into tickets
Follow-up without losing context
Move unresolved messaging requests into structured workflows while keeping conversation history intact.
Best for: Fits when teams want an inbox-first workflow that merges messaging context with managed ticket handling.
Zoho Desk
SMBContext-aware help desk software with multi-channel ticketing and workflow automation.
Zoho Desk’s CRM-linked ticket context reduces rework during triage and follow-ups across channels.
Zoho Desk centers on configurable ticket lifecycle controls such as routing rules, SLA timer tracking, and multi-step workflow states with comments and attachments. The system ties ticket history to customer and contact records when Zoho CRM sync is enabled, which reduces manual lookup during triage. Automation can trigger on ticket fields and events, then create tasks, notify groups, and update ticket status without custom code.
- +Tight CRM association supports faster triage with customer context
- +Workflow automation can move tickets and notify teams based on rules
- +Omnichannel intake routes issues into assignment queues for consistent handling
- +Audit trail and change history support operational traceability
- –Complex automation rules need governance discipline to prevent overlaps
- –Advanced reporting and analytics may lag behind specialized helpdesk tools
- –Some workflow behaviors depend on correct permissions and role mapping
- –Large shared inbox setups require careful routing configuration
Customer support managers
SLA-driven escalations for priority tickets
Fewer missed response targets
IT help desk teams
Standardized triage workflows from email intake
More consistent ticket handling
Show 2 more scenarios
Revenue operations teams
Support and CRM alignment for accounts
Cleaner customer history
Ticket activity remains tied to contact and account records for follow-up.
Operations admins
Agent permissions and audit visibility
Better internal governance
Role controls and change history help admins track workflow modifications.
Best for: Fits when support needs Zoho CRM-linked context plus rule-based triage automation.
LiveAgent
SMBOmnichannel help desk with live chat, email ticketing, and call center integration.
SLA breach handling triggers escalation actions when response or resolution targets are missed.
LiveAgent is a service desk geared toward omnichannel intake, with email ingestion, web form capture, and a unified inbox experience for handling each customer conversation in one place. Ticket operations include status transitions, priority handling, threaded comments, and attachment evidence tied to each case. Routing rules and assignment queues support queue-based triage, while SLA timers with breach handling drive escalation when response or resolution targets are missed.
- +SLA timers and escalation support response and resolution targets
- +Routing rules and assignment queues standardize triage across agents
- +Automation triggers for auto-responders and workflow actions reduce manual steps
- +API supports ticket creation and updates from external systems
- –Workflow accuracy depends on careful routing and trigger configuration
- –Advanced reporting requires navigating multiple modules instead of one dashboard
- –Large organizations may need extra governance planning for agent permissions
- –Some admin features are spread across settings areas rather than one place
Customer support operations
Automate triage and enforce SLA targets
Faster, consistent response performance
IT help desk
Centralize agent work across inbox channels
Less context switching for agents
Show 2 more scenarios
CRM and integration teams
Create and update tickets via API
Lower manual ticket entry
API endpoints enable external systems to generate tickets and move them through statuses.
Team leads
Control access and track change history
Tighter operational governance
Role-based access and audit-style activity help manage who can administer workflows.
Best for: Fits when teams need email and web intake with SLA enforcement and queue-based assignment.
Spiceworks Help Desk
SMBFree IT help desk and ticketing software with inventory integration for IT teams.
Macros and API-based ticket creation support hands-off ticket handling from both agents and external systems.
Spiceworks Help Desk is a web-based ticketing system designed for IT help desk and multi-site support teams that need email-driven ticket intake and shared operational workflows. It provides a centralized ticket queue with status tracking, internal comments, and attachment support, plus routing via assignment rules and group ownership.
- +Email-first ticket intake reduces manual creation for support queues
- +Macros speed up repeated responses without building custom workflows
- +Routing and assignment rules support consistent queue ownership
- +API-based ticket creation supports external helpdesk integrations
- –Automation depth is limited compared with rule engines in other tools
- –Advanced omnichannel capture relies on external channels more than native support
- –Granular governance controls are narrower than enterprise service desk stacks
- –Reporting for SLA breach handling depends on configured process discipline
IT help desk teams
Convert support email into tickets
Centralized request intake
IT support agents
Standardize responses for repeat issues
More consistent resolution replies
Show 2 more scenarios
Support supervisors
Audit how tickets were handled
Clear activity history
Review ticket statuses, updates, and notes to understand progress and actions taken on each request.
Internal employees
Check request status via portal
Less dependency on agent status calls
Let requesters consult knowledge content and view ticket status without waiting for direct updates.
Best for: Fits when IT teams need fast email intake, basic routing, and enough automation for everyday triage.
Trengo
SMBShared inbox and customer engagement platform with ticketing across multiple channels.
Workflow automation that can update ticket fields and notify teams based on triggers across ticket lifecycle events.
Trengo manages ticket-based customer conversations across email, web, and messaging channels with a unified inbox designed for support teams. Trengo handles intake from forms and email, routes work to shared queues, and supports SLA timer tracking tied to ticket status.
- +Unified inbox connects multi-channel conversations into one ticket timeline.
- +Configurable routing rules send new tickets into assignment queues by criteria.
- +Workflow automation supports triggers that update fields and notify teams.
- +API and webhooks enable ticket creation and event-driven integration.
- –Advanced automation requires careful workflow design to avoid looped actions.
- –Some SLA and escalation behaviors depend on disciplined configuration and queue structure.
Support operations teams
Sync ticket events with external systems
More synchronized ticket data
Customer-facing agents
Respond with full case history
Better-informed responses
Show 2 more scenarios
Small business service teams
Manage social and messaging support
Less channel switching
Handle WhatsApp, Instagram, Facebook Messenger, and chat messages in one ticket workspace.
Sales and service teams
Handoff inbound conversations to owners
Clear ownership and continuity
Assign social or web conversations to owners and keep follow-up inside the same thread.
Best for: Fits when support teams need cross-channel intake, queue routing, and automation with API access for integrations.
Gorgias
vertical specialistE-commerce-focused help desk with Shopify and Magento ticketing automation.
Rule-based automation that reacts to conversation content and agent actions inside the unified inbox.
Gorgias is a customer support ticketing system focused on helpdesk workflows driven by an omnichannel unified inbox. It routes and manages conversations from customer identity matching and email-to-ticket ingestion, then ties automation to agent actions across shared queues.
- +Automation rules connect inbox behavior to agent macros and statuses
- +Email-to-ticket ingestion keeps correspondence threaded inside the ticket
- +Routing logic supports queue assignment across multiple inbox sources
- +Webhooks and API support external workflow triggering and ticket creation
- –Some governance controls require careful role and permission configuration
- –Advanced workflow branching can become complex without documented playbooks
- –Reporting depth for IT-style ticket analytics is thinner than IT helpdesk suites
- –Queue-level triage may need extra configuration to match strict SLAs
Support leads
Monitor ticket and response metrics
Operational visibility into support
Support teams expanding self-service
Reduce tickets with knowledge answers
Fewer tickets for common issues
Show 2 more scenarios
Support operations teams
Route inbox conversations with rules
More organized ticket intake
Apply rules, tags, and assignments to direct incoming conversations to the right agents or queues.
E-commerce support teams
Switch from automation to live help
Guided self-help then live support
Use automated assistance for shopping questions and hand off to agents when customers need help.
Best for: Fits when support teams need omnichannel automation in a shared inbox with API and webhook extensibility.
Hesk
SMBFree PHP help desk software offering simple ticket management and knowledge base.
API-based ticket creation combined with webhooks for outbound event notifications.
Hesk is a helpdesk ticketing system aimed at teams that need a lightweight service desk experience with direct email-driven ticket intake. It manages ticket lifecycle steps with threaded replies, attachments, and an audit-style history of interactions.
- +HTTP API supports programmatic ticket creation and updates for custom intake
- +Threaded comments keep ticket conversations in one place
- +Email ingestion turns inbound messages into tickets with attachments preserved
- +Admin configuration covers routing rules and escalation flows
- –Limited built-in omnichannel intake beyond email-based entry points
- –Automation depth is narrower than workflow-first helpdesk tools
- –Granular RBAC and audit log controls are less detailed than enterprise service desks
- –Scaling throughput may require careful deployment tuning for peak inbox volume
Operations and dev teams
Coordinate ticket work via REST API
Ticket tasks stay in sync
Small customer support teams
Turn emails into assignable tickets
Trackable work items with owners
Show 2 more scenarios
Response-committed support teams
Escalate overdue high priority tickets
Visibility for urgent responses
Use response-time tracking and escalation rules to focus attention on tickets needing timely action.
Support and service teams
Review complete ticket history
Traceable support records
Use searchable ticket histories to review updates, replies, and internal actions over time.
Best for: Fits when email-first helpdesks need an HTTP API for ticket creation and simple workflow control.
Front
SMBShared inbox platform with ticketing, internal collaboration, and CRM integration.
Threaded conversation management in a shared inbox with rules-based assignment and SLA escalation tied to activity events.
Front brings ticket-like workflows into a shared inbox that routes work across channels and teams. Agents handle conversations as comment threads with internal notes, attachments, and status changes that map to a service desk lifecycle.
- +Unified inbox keeps email and message threads in one shared work queue
- +Routing rules automate assignment into team queues and owners
- +SLA timers and escalation notifications track response and breach states
- +API and webhooks support external system-driven ticket creation and updates
- –Advanced ticket operations like merge and split need careful workflow design
- –Multi-step triage workflows can require extra configuration across routing rules
Developers and customer ops
Route conversation events through workflows
More connected customer processes
Service and operations teams
Manage internal and customer messages together
Less context switching
Show 2 more scenarios
Multi-agent support teams
Collaborate during handoffs
Smoother escalations
Use internal notes, mentions, ownership, and thread history to collaborate without exposing internal context.
Customer service teams
Reply faster with macros and templates
Faster, consistent replies
Apply macros and templates for repetitive service processes and standard customer questions.
Best for: Fits when shared inbox workflows need automation, SLAs, and external system integrations for IT and support intake.
Conclusion
After evaluating 10 ticketing system software, HappyFox 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 Ticketing System Software
This buyer’s guide covers ticketing system software for helpdesk teams using Zoho Desk, osTicket, Help Scout, and eight other tools evaluated for integration depth, automation reach, and admin governance controls. The selection also accounts for queue routing behavior and operational safeguards such as SLA breach handling triggers.
Each tool review centers on the mechanisms that change daily ticket operations, including unified inbox threading, routing rules into assignment queues, and API or webhook surfaces for external ticket creation. LiveAgent is positioned first for SLA breach handling triggers escalation actions when response or resolution targets are missed.
Ticketing System Software for helpdesk teams: queue routing, automation, and API-led intake
Ticketing system software is used to manage the full ticket lifecycle across ticket intake, triage workflows, assignment queues, and status transitions while preserving threaded conversations and attachments as evidence. Helpdesk deployments typically standardize routing rules, escalation policies, and SLA timers so agents work from consistent priority and severity decisions.
LiveAgent is built around SLA timers and escalation support that triggers actions when response or resolution targets are missed, which directly shapes how helpdesks respond under time pressure. osTicket emphasizes a plugin architecture for custom agent views, intake logic, and workflow extensions, which is useful when helpdesks need queue routing and workflow customization under self-hosted control.
Ticket lifecycle controls: routing, automation, and escalation integrity
Helpdesk teams need consistent ticket lifecycle behavior across intake, triage, and assignment, not just shared inbox viewing. The differentiators show up when routing rules and SLA timers interact with automation actions and when audit-ready change trails keep decisions traceable.
These criteria focus on operational mechanisms that change outcomes in day-to-day handling. LiveAgent’s SLA breach handling triggers escalation actions when response or resolution targets are missed, and osTicket’s plugin architecture supports workflow extensions without rewiring core intake logic.
SLA timers with escalation actions tied to outcomes
LiveAgent triggers escalation actions when response or resolution targets are missed, which directly governs how helpdesks respond under time pressure. HappyFox applies workflow automation that can update assignments and fields based on ticket trigger conditions, which can be aligned to SLA breach scenarios.
Routing rules that land work in assignment queues
osTicket uses rules-based queues that support consistent routing and assignment in self-hosted deployments. Front uses rules-based assignment into team queues and owners, and it ties escalation behavior to activity events.
Automation that updates fields and notifies teams from triggers
HappyFox uses built-in workflow automation that modifies assignments and fields from ticket triggers and events. Trengo provides workflow automation that can update ticket fields and notify teams based on triggers across ticket lifecycle events.
Extensibility via API, webhooks, and plugin-style workflows
Hesk provides an HTTP API for ticket creation combined with webhooks for outbound event notifications. osTicket’s plugin architecture supports custom agent views, intake logic, and workflow extensions without core rewrites.
Omnichannel intake with unified inbox threading and conversation context
Intercom merges chat and email threads into a unified inbox with consistent conversation history and conversation automations that route and tag based on event and user context. Gorgias keeps omnichannel behavior inside a unified inbox using rule-based automation that reacts to conversation content and agent actions.
Governance and control depth for automation and permissions
Zoho Desk links ticket context to Zoho CRM to reduce rework during triage and follow-ups across channels, but complex automation rules require governance discipline to prevent overlaps. Intercom and Gorgias both require careful configuration of routing and permissions so conversation automations do not produce unintended ticket updates.
Choose based on workflow architecture: queue-first, inbox-first, or API-first
The decision starts with the helpdesk’s workflow architecture for intake and triage. Queue-first systems emphasize routing rules and assignment queues, inbox-first systems emphasize a unified conversation thread, and API-first systems emphasize programmatic creation and outbound event controls.
The second step matches automation style to governance capacity. Rules engines that branch deeply can require careful configuration, while plugin or API surfaces can shift complexity to integration code or internal setup discipline.
Pick queue-first tools when triage needs repeatable assignment mechanics
Choose osTicket when self-hosted ticket intake must route into rules-based queues and use flexible agent workflows driven by queue logic. Choose LiveAgent when routing plus SLA breach handling triggers escalation actions based on missed response or resolution targets.
Pick inbox-first tools when agents manage work as conversations
Choose Intercom when teams need a unified inbox that merges chat and email threads with conversation automations that route and tag based on user and event context. Choose Gorgias when support teams want rule-based automation inside the unified inbox that reacts to conversation content and agent actions.
Pick automation-first tools when field updates and notifications must be driven by triggers
Choose HappyFox when workflow automation must modify assignments and fields from trigger conditions without building custom workflow tooling. Choose Trengo when cross-channel intake must feed automation that updates ticket fields and notifies teams based on triggers across the ticket lifecycle.
Pick API-first tools when external systems create tickets and consume updates
Choose Hesk when programmatic ticket creation requires an HTTP API and outbound events must be delivered via webhooks for external intake control. Choose Spiceworks Help Desk when macro-driven responses and API-based ticket creation support hands-off ticket handling from agents and external systems.
Stress-test advanced ticket operations if teams split and merge work
Choose Front when shared inbox workflows need SLA escalation tied to activity events and automated routing into team queues and owners. Validate merge and split workflows in Front because advanced ticket operations need careful workflow design to avoid inconsistent outcomes.
Who Ticketing System Software fits best in helpdesk environments
Helpdesk teams benefit most when ticket lifecycle controls align with how work moves from intake into triage and then into assignment queues. The right fit depends on whether agents work from a queue-based task model or from a unified conversation thread.
Operational teams also benefit when automation and extensibility surfaces match the integration and governance capacity available in the organization. LiveAgent is a strong match for SLA-first helpdesks that need escalation actions when targets are missed, while osTicket fits IT groups that want self-hosted control with plugin extensibility.
IT help desks building queue-driven triage
LiveAgent supports queue-based assignment and enforces SLA breach escalation actions when response or resolution targets are missed, which makes triage outcomes more predictable.
Self-hosted support teams that need customizable intake workflows
osTicket fits internal hosting requirements with plugin architecture that extends intake logic, agent views, and workflow behavior without rewriting core systems.
Support teams running an inbox-first agent workflow across channels
Intercom and Gorgias both center a unified inbox and conversation context, which keeps chat and email threads manageable while automations route and update work.
Operations teams that automate field changes and notifications from triggers
HappyFox and Trengo both provide trigger-driven automation that can update assignments and ticket fields and then notify the right teams at specific lifecycle points.
IT and engineering teams integrating ticket creation into external systems
Hesk and Spiceworks Help Desk support HTTP API-based ticket creation, and Hesk adds webhooks for outbound event notifications used by external workflows.
Common Ticketing System Software buying mistakes for helpdesks
Misalignment happens when helpdesk workflows are evaluated only as inbox experience rather than lifecycle control. SLA handling and automation branching are where many deployments fail because routing triggers and escalation actions interact in complex ways.
The other frequent failure is choosing deep automation without governance discipline, which can create overlapping rules and unpredictable routing outcomes.
Buying for conversation threading but ignoring SLA breach behavior
Intercom and Gorgias can keep conversation context consistent in a unified inbox, but LiveAgent’s SLA breach handling triggers escalation actions when response or resolution targets are missed, which is a different operational standard.
Assuming automation rules will stay maintainable without governance discipline
Zoho Desk’s workflow automation can move tickets and notify teams based on rules, but complex automation rules require governance discipline to prevent overlaps and conflicting actions.
Overlooking configuration complexity for routing and permissions
Front, Intercom, and Gorgias all require careful configuration of routing logic and permissions so automation updates do not route tickets into the wrong assignment queues or expose the wrong work to agents.
Choosing API-first tools without planning for omnichannel intake gaps
Hesk combines an HTTP API with webhooks for outbound event notifications, but built-in omnichannel intake beyond email-based entry points is limited compared with inbox-first systems.
How We Selected and Ranked These Tools
We evaluated ticketing system software on helpdesk operational impact and administration control. Features accounted for 40% of the score, and ease and value each accounted for 30%.
LiveAgent separated from the pack because SLA timers and escalation support trigger actions when response or resolution targets are missed, and routing rules plus assignment queues standardize triage across agents. osTicket ranked highly for extensibility because its plugin architecture supports custom agent views, intake logic, and workflow extensions without core rewrites.
Frequently Asked Questions About Ticketing System Software
Which tool supports SLA breach handling with escalation actions and what triggers it?
How does Zoho Desk connect ticket work to customer records and reduce triage rework?
When teams need self-hosting, which option supports configurable workflows and plugins?
How do ticket creation APIs and webhooks differ across Hesk and Front?
What breaks if identity matching is required for omnichannel intake in a unified inbox?
How does ticket timeline handling work for email-to-ticket ingestion and threaded comment history?
Which admin controls include audit visibility for changes and communications?
How does workflow automation differ between HappyFox and Spiceworks Help Desk for routing and field updates?
When duplicate detection and ticket merge needs exist, where does the capability gap typically appear?
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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