Commissioned Research
Top 10 Best Engagement Software of 2026

GITNUXSOFTWARE REVIEW

Customer Experience In Industry

Top 10 Best Engagement Software of 2026

An editorial roundup comparing engagement software options for HR and employee experience teams, including tools like Qualtrics.

19 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

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

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page. This does not influence our reviews. Editorial policy

Engagement software tools unify employee surveys, sentiment signals, and continuous feedback into data models that HR and people ops can act on through automation and reporting. This comparison helps analysts and operators weigh tradeoffs in integration depth, API access, and configuration options as platforms like Culture Amp and Lattice connect engagement insights to performance and lifecycle workflows.

Qualtrics Employee Experience is the best fit for HR teams running recurring, governed engagement programs because its closed-loop action management links survey results to assignments, tracking, and follow-up documentation, while Lattice works best for SMB people teams that want manager check-ins to operationalize feedback between survey cycles.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

Qualtrics Employee Experience

Closed-loop action management links survey results to assignments, tracking, and follow-up documentation.

Best for: Fits when HR teams need recurring employee engagement programs tied to governed workflows and integrations.

2

Lattice

Editor pick

Continuous performance check-ins that operationalize feedback between survey cycles.

Best for: Fits when HR and people teams need recurring engagement signals with manager follow-through.

3

Leapsome

Editor pick

Manager action planning templates that convert pulse survey results into structured follow-up steps.

Best for: Fits when enterprises need recurring employee engagement cycles with manager-led follow-up workflows.

Comparison Table

1
enterprise
9.5/10
Overall
2
8.9/10
Overall
3
8.8/10
Overall
4
8.5/10
Overall
5
enterprise
8.0/10
Overall
6
enterprise
7.7/10
Overall
7
7.4/10
Overall
8
7.2/10
Overall
9
enterprise
6.9/10
Overall
10
6.6/10
Overall
#1

Qualtrics Employee Experience

enterprise

Qualtrics Employee Experience analyzes engagement, sentiment, feedback, and employee lifecycle signals.

9.5/10
Overall
Features9.5/10
Ease of Use9.5/10
Value9.5/10
Standout feature

Closed-loop action management links survey results to assignments, tracking, and follow-up documentation.

Qualtrics Employee Experience is designed for organizations that need structured engagement programs with consistent sampling, question logic, and longitudinal reporting across time. Its core capability combines survey collection with analytics views that can segment by workgroup and organizational hierarchy, then export results to downstream systems. Integration depth is a key strength, since surveys and experience data can be connected to other HR and analytics environments using APIs and connectors for common business systems.

A major tradeoff is that adoption depends on configuring survey programs, distributions, and governance rules with enough rigor to keep cohorts and measures consistent across cycles. It fits teams that already run recurring engagement research and need a system to coordinate feedback collection, operational follow-up, and reporting across regions.

Pros
  • +Pulse and lifecycle feedback programs with detailed longitudinal reporting
  • +API-driven integration options for HR systems and downstream analytics
  • +Strong governance controls for survey operations and reporting access
  • +Closed-loop action tracking connects insights to follow-up work
Cons
  • –Configuring survey logic and governance takes sustained admin effort
  • –Complex program setup can slow iteration for small teams
Use scenarios
  • Global HR and people analytics teams

    Run quarterly pulses across regions

    More consistent engagement measurement

  • Employee listening managers

    Trigger feedback after key moments

    Faster signal collection

Show 2 more scenarios
  • HR operations and HRIS teams

    Sync identities and org structure

    Cleaner respondent targeting

    Connect directory and HR systems so survey audiences match organizational changes.

  • HR transformation teams

    Track follow-up actions from insights

    Higher completion of actions

    Route insights into action plans with ownership and status updates for accountability.

Best for: Fits when HR teams need recurring employee engagement programs tied to governed workflows and integrations.

#2

Lattice

SMB

People platform combining engagement surveys, performance management, and OKRs.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

Continuous performance check-ins that operationalize feedback between survey cycles.

Lattice pairs pulse surveys with structured performance check-ins, so engagement signals can be linked to ongoing manager conversations rather than treated as a standalone survey event. Survey design supports question libraries, response scoring, and cohort comparisons across org levels. Governance controls include admin roles for configuring programs and managing users, and audit logging for key admin actions.

A key tradeoff is that Lattice focuses on internal engagement and performance processes, so it is not a drop-in tool for campaign orchestration across email, SMS, and ad channels. It fits best when HR and people managers need a repeatable cadence of feedback and engagement measurement with controlled access and integration into HR reporting.

Pros
  • +Links pulse survey feedback to manager check-in workflows
  • +Admin roles with audit logging for engagement program changes
  • +API integrations to connect engagement data to HR analytics
  • +Cohort trend reporting across teams and org levels
Cons
  • –Limited fit for omnichannel customer journey orchestration
  • –Workflow customization needs configuration discipline
Use scenarios
  • HR operations teams

    Run recurring engagement pulses

    Regular visibility into engagement trends

  • People managers

    Turn survey results into actions

    Faster feedback-to-action loop

Show 2 more scenarios
  • HR analytics teams

    Integrate engagement insights into reporting

    One view for HR reporting

    Sync engagement data into internal dashboards through API integrations and exports.

  • Compliance-focused HR admins

    Manage access to engagement programs

    Governed engagement process

    Apply RBAC and rely on audit logs for engagement configuration changes and administration.

Best for: Fits when HR and people teams need recurring engagement signals with manager follow-through.

#3

Leapsome

SMB

People enablement platform combining engagement surveys, reviews, and learning.

8.8/10
Overall
Features8.8/10
Ease of Use8.8/10
Value8.8/10
Standout feature

Manager action planning templates that convert pulse survey results into structured follow-up steps.

Leapsome provides employee engagement instruments like pulse surveys and then routes results into action planning for managers and team leads. Engagement data can be used alongside goal setting and feedback so survey insights translate into measurable follow-through for specific teams. Admin controls support organizational setup and role-based access to survey visibility and performance content.

A tradeoff is that analytics depth for marketer-style channel orchestration and event-trigger targeting is not the focus. Leapsome fits organizations that run recurring engagement cycles and want manager-led follow-up tied to performance practices rather than high-volume omnichannel campaign execution.

Pros
  • +Pulse surveys and action planning are built into one workflow
  • +Manager templates standardize follow-up actions across teams
  • +Performance and feedback routines connect to engagement cycles
  • +Role-based access supports controlled visibility across organizational units
Cons
  • –Event-driven customer journey orchestration is not a native strength
  • –Integration breadth depends on external system setup and mapping needs
Use scenarios
  • People ops teams

    Run quarterly pulse programs

    Improved response and accountability

  • Department managers

    Translate feedback into actions

    Visible progress on priorities

Show 2 more scenarios
  • HR and learning teams

    Link engagement to development

    Development efforts aligned to needs

    Learning and HR connect engagement outcomes to goal setting and feedback routines.

  • IT systems integrators

    Connect HR platforms

    Reduced manual coordination

    Integrators map identity and org structure so survey and performance workflows stay consistent.

Best for: Fits when enterprises need recurring employee engagement cycles with manager-led follow-up workflows.

#4

15Five

SMB

Employee engagement and performance platform with check-ins and recognition.

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

15Five check-ins workflow combines recurring prompts with manager visibility to drive action from ongoing employee sentiment.

15Five supports employee engagement management through ongoing check-ins, performance feedback, and goal progress visibility for teams and managers. The solution centers on structured pulse workflows that track sentiment and participation over time, then routes results to people leaders for action.

Pros
  • +Check-ins and feedback cycles fit recurring engagement rhythms without custom buildouts
  • +Manager-focused views group responses by team and goal progress for faster follow-up
  • +Configurable surveys and templates support consistent organization-wide engagement prompts
  • +Integration options connect engagement outcomes to external systems and reporting workflows
Cons
  • –Advanced automation depends on integration approach rather than native campaign orchestration
  • –Cross-channel messaging workflows are limited compared with purpose-built customer engagement tools
Use scenarios
  • HR and employee experience teams

    Track engagement trends via recurring pulses

    Clearer engagement signals

  • HR teams

    Collect multi-input reviews within windows

    More repeatable reviews

Show 2 more scenarios
  • People managers

    Run structured agendas for 1:1s

    More trackable 1:1s

    Use guided agendas and recurring prompts to manage discussion topics, updates, and action items.

  • Managers and talent teams

    Link development goals to check-ins

    Clear growth progress

    Tie development goals and coaching prompts to recurring check-ins and performance conversations.

Best for: Fits when HR teams need structured employee engagement workflows and manager accountability without heavy custom development.

#5

Culture Amp

enterprise

Employee engagement platform with surveys, analytics, and performance reviews.

8.0/10
Overall
Features8.0/10
Ease of Use8.0/10
Value8.0/10
Standout feature

Action planning workflows connect engagement findings to accountable owners and tracked execution status.

Culture Amp’s core engagement capability centers on survey program setup, item management, and longitudinal reporting across repeated pulses and larger campaigns. Action planning features support assigning ownership, tracking status, and measuring movement over time at the team and org levels. Admin controls include role-based permissions for managing survey creation, publishing, and results access, which helps reduce accidental exposure during rollout cycles.

Pros
  • +Action planning ties survey insights to assigned ownership and measurable progress
  • +Role-based permissions support controlled survey management and results access
  • +Longitudinal reporting helps teams compare pulse results across time
  • +Integration options connect engagement outputs into existing HR analytics workflows
Cons
  • –Event-driven journey orchestration requires partner integrations and workflow work
  • –Segmentation depth depends on imported people attributes and mapping quality
Use scenarios
  • HR operations teams

    Quarterly engagement measurement with follow-up

    More consistent action completion

  • People analytics teams

    Longitudinal reporting for engagement drivers

    Clearer driver hypotheses

Show 2 more scenarios
  • Department HR partners

    Managed rollout across business units

    Reduced access and rollout risk

    Use governed survey permissions to publish, review, and remediate feedback per unit.

  • HRIS integration specialists

    API-driven sync of survey cohorts

    Cleaner audience mapping

    Automate cohort assignment by syncing employee attributes into survey targeting workflows.

Best for: Fits when HR teams need repeatable engagement cycles with governed access and actionable follow-up tracking.

#6

Airship

enterprise

Mobile customer engagement platform for push notifications and in-app messaging.

7.7/10
Overall
Features7.7/10
Ease of Use7.7/10
Value7.7/10
Standout feature

Airship’s Campaign Manager integrates journey execution with API-managed event flows so targeting can shift based on real-time behavior.

Airship targets brands that need cross-channel lifecycle messaging with event-driven targeting and frequent iteration on campaign logic. Core capabilities include audience segmentation, journey orchestration, and in-depth engagement analytics tied to delivered and opened message events.

Pros
  • +Event ingestion APIs support programmatic audience and lifecycle updates
  • +Journey orchestration tools handle multi-step logic and branching
  • +Engagement analytics tie messaging outcomes to audience and message context
  • +Team governance controls include role-based access and change visibility
Cons
  • –Advanced orchestration requires careful configuration of triggers and timing
  • –Complex campaigns can be harder to debug without disciplined event naming
  • –Channel parity varies by delivery method and message formatting
  • –External integrations depend on event contract stability and retry handling
Use scenarios
  • Lifecycle marketers and CRM teams

    Orchestrate event-based onboarding journeys

    Consistent lifecycle messaging

  • Product marketers and app teams

    Trigger messages from in-app actions

    Behavior-responsive messaging

Show 2 more scenarios
  • Retail and location teams

    Deliver geofence-based retail communications

    Context-aligned messages

    Use geofences, proximity, and mobile location inputs to refresh audiences and deliver location-aware messages.

  • Operations and support teams

    Send segmented event alerts

    Faster relevant notifications

    Send segmented alerts tied to application or service events and connect delivery callbacks to workflows.

Best for: Fits when lifecycle engagement teams need API-driven audience updates and journey logic with governance for multiple operators.

#7

MoEngage

SMB

Customer engagement platform with push, email, in-app, and analytics.

7.4/10
Overall
Features7.4/10
Ease of Use7.4/10
Value7.4/10
Standout feature

Trigger-based journey orchestration that runs directly from ingested user events to drive lifecycle messaging.

MoEngage is an omnichannel engagement system that focuses on lifecycle messaging tied to event behavior. It supports campaign orchestration across email, push, and in-app messaging using audience segmentation and trigger-driven journeys.

Pros
  • +Behavior-triggered messaging that maps directly to lifecycle journey steps
  • +Event ingestion supports event-driven targeting for timely campaign decisions
  • +Omnichannel messaging coverage including email, push, and in-app
  • +Integrations for syncing CRM and marketing data into engagement workflows
Cons
  • –Complex journeys can require careful configuration to prevent message overlap
  • –Advanced orchestration often depends on disciplined event naming and tracking
Use scenarios
  • Retention and CRM teams

    Re-engage inactive users with conditional flows

    Structured re-engagement

  • Product-led growth teams

    Trigger messages from product usage events

    Timely engagement

Show 2 more scenarios
  • Retail and ecommerce marketing teams

    Activate customers by lifecycle stage

    Behavior-based activation

    Trigger personalized retail and ecommerce communications using customer events and lifecycle stages.

  • Marketing analysts and managers

    Measure engagement across journey steps

    Better targeting insights

    Monitor engagement and conversion signals across campaigns and journey steps to guide targeting decisions.

Best for: Fits when teams need event-driven lifecycle orchestration across multiple messaging channels.

#8

WorkTango

SMB

Employee engagement and recognition platform formed from Kazoo merger.

7.2/10
Overall
Features7.2/10
Ease of Use7.3/10
Value7.1/10
Standout feature

Program Builder lets admins run time-bound engagement cycles with recognition flows and controlled participation settings.

WorkTango centers employee engagement and rewards around goal-directed experiences that combine recognition, social contributions, and survey-based pulse feedback. Administration focuses on structured programs with configurable calendars, segmentation, and moderation controls for public and program content.

Pros
  • +Program management supports multi-step recognition and campaign cycles
  • +Segmentation and moderation controls cover participation, visibility, and posting rules
  • +API surface enables workflow-triggered integrations beyond built-in connectors
  • +Engagement analytics track participation and content activity by program
Cons
  • –Engagement journeys can require design discipline to stay consistent across programs
  • –Some omnichannel coordination patterns need custom integration work
  • –Survey and recognition reporting stays program-centric rather than fully journey-based
  • –Fine-grained real-time personalization depends on external systems and event wiring
Use scenarios
  • Employee experience teams

    Connect survey insights to recognition workflows

    Feedback to behavior loop

  • HR and employee experience teams

    Run recurring listening cycles

    Repeatable sentiment view

Show 2 more scenarios
  • HR leaders and people managers

    Assign follow-up tasks from survey themes

    Visible improvement ownership

    Assign manager follow-up tasks after reviewing feedback themes and track completion.

  • HR teams and award panels

    Coordinate nomination and scoring for awards

    Centralized award decisions

    Collect nominations and manage reviewer assignments, rubric scoring, and finalist decisions.

Best for: Fits when mid-size organizations need structured employee engagement programs with configurable governance and reporting.

#9

CleverTap

enterprise

Customer engagement and retention platform with real-time segmentation.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Event-to-journey orchestration that turns behavioral triggers into multi-step campaign flows with testing controls built around engagement measurement.

CleverTap pushes engagement work from event capture into lifecycle messaging and customer journey orchestration, with channel-ready segmentation driven by behavior. It provides automation and trigger logic for audience targeting plus A/B testing for message and campaign variants.

Pros
  • +Event-driven triggers power lifecycle messaging without manual campaign staging.
  • +Strong segmentation logic supports behavioral cohorts and property-based targeting.
  • +Built-in experimentation supports controlled A/B testing of messaging variants.
  • +Omnichannel delivery options fit marketing lifecycle and app lifecycle needs.
Cons
  • –Complex journeys require more configuration discipline than linear campaign tools.
  • –Deep automation setup can outpace simpler teams without dedicated ops time.
Use scenarios
  • Game studios and live-ops teams

    Segment players by progression and retention

    Connected player execution

  • Omnichannel campaign managers

    Coordinate journeys across multiple channels

    Fewer disconnected campaigns

Show 2 more scenarios
  • Growth and product teams

    Measure onboarding funnels and early retention

    Clear onboarding insights

    Use event funnels and cohorts to evaluate onboarding steps and trigger follow-up engagement.

  • Lifecycle marketers and product teams

    Trigger staged retention journeys

    Stage-level friction visibility

    Trigger coordinated messages as users move through onboarding, activation, engagement, and re-engagement stages.

Best for: Fits when customer engagement teams need event-triggered orchestration across channels with experimentation.

#10

Bonusly

SMB

Employee recognition and engagement platform with peer-to-peer rewards.

6.6/10
Overall
Features6.6/10
Ease of Use6.5/10
Value6.7/10
Standout feature

Points-based peer-to-peer recognition with configurable award limits and manager approval workflow.

Bonusly centers on employee recognition workflows with points for peer-to-peer kudos and manager-led milestones. It provides configurable recognition programs, activity feeds, and an approval path for budgeted awards so teams can run campaigns without custom development.

Pros
  • +Configurable recognition programs with manager review gates for controlled awards
  • +Recognition activity feeds make participation visible across orgs
  • +Event history supports reporting on engagement and program uptake
  • +Administration tools support roles for program management and moderation
Cons
  • –Limited native depth for multi-touch customer journey orchestration use cases
  • –Complex program governance can require careful setup of approval and limits
  • –Customization is mostly configuration-based with fewer deep workflow hooks
  • –Automation coverage depends on available integrations rather than built-in webhooks
Use scenarios
  • Employee engagement and HR teams

    Review recognition frequency by team

    Actionable participation patterns

  • Remote teams and onboarding coordinators

    Use milestone recognition for new hires

    Connected early engagement

Show 2 more scenarios
  • HR and engagement program owners

    Run missions with reward approvals

    Governed incentive participation

    Create themed missions with reward rules and approvals to run structured incentive campaigns across teams.

  • HR and people teams

    Standardize cross-department peer kudos

    Consistent recognition activity

    Provide repeatable peer recognition programs for employees to recognize contributions across departments.

Best for: Fits when employee recognition programs need controlled approvals, participation visibility, and reporting history.

Conclusion

After evaluating 10 engagement software, Qualtrics Employee Experience stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
Qualtrics Employee Experience

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Engagement Software

How do Culture Amp and Lattice connect engagement results to action after a survey closes?
Culture Amp turns survey outputs into action planning workflows that assign owners and track execution status across departments. Lattice connects manager check-ins and pulse feedback into continuous feedback loops, with permissions and audit trails around who can see and act on results.
When does a team need an API and event ingestion for engagement workflows rather than only CRM integrations?
Qualtrics uses an API and extensibility to support event-driven ingestion and configurable automation steps for closed-loop follow-up. CleverTap also relies on event capture feeding lifecycle orchestration, including A/B testing and closed-loop measurement driven from those event flows.
Which tools support SSO and governed access for multi-operator teams, and how is access enforced?
Culture Amp supports role-based access through its admin layer, which controls survey permissions and governance for multi-team rollouts. 15Five provides organization-wide settings and role assignment controls tied to recurring templates and check-ins, with audit-style administration for controlled visibility.
How should organizations plan data migration so engagement platforms keep identity and reporting consistent?
MoEngage expects event behavior to drive audience segmentation and trigger-driven journeys, so migration needs a stable event-to-profile mapping and consistent audience IDs. Airship similarly depends on API-managed event flows for targeting shifts, so migrated data must preserve the event schema used by its campaign logic and engagement analytics.
What admin controls matter most when multiple departments run engagement programs in parallel?
WorkTango focuses on structured program governance with configurable calendars and moderation controls for public and program content. Qualtrics adds program workflows for distributed, multilingual engagement programs with reporting and governance tooling across business units.
What breaks if webhook or event delivery is delayed for tools like Airship and CleverTap?
Airship’s campaign execution depends on near-real-time behavior events so journey timing and targeting can shift based on current activity signals. CleverTap’s event-to-journey orchestration relies on behavioral triggers to run multi-step flows, so delayed events can reorder or miss intended message steps and skew lifecycle analytics.
Where does Culture Amp fall short compared with customer-focused orchestration platforms like MoEngage for lifecycle engagement?
Culture Amp is built around employee engagement surveys and governed action planning, so it does not center omnichannel lifecycle routing across email, push, and in-app. MoEngage is purpose-built for event-driven journey orchestration across those channels, with audience segmentation tied to ingested behavior.
How do MoEngage and Airship differ in how they run journey logic from events?
MoEngage runs trigger-based lifecycle messaging across email, push, and in-app using audience segmentation and event behavior. Airship runs Campaign Manager logic that integrates journey execution with API-managed event flows so targeting can be updated based on delivered and opened message events.
What is the tradeoff between customization through extensibility and workflow coverage in Qualtrics versus 15Five?
Qualtrics provides extensibility for custom workflow steps and API-driven, closed-loop automation that ties survey results to outreach and operational follow-up across teams. 15Five emphasizes structured pulse workflows and manager visibility for recurring engagement, so deep custom workflow branching typically relies on integration and automation hooks rather than fully custom program execution paths.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Engagement Software

We look for engagement software differences in how quickly teams can translate intent into actions, and how tightly those actions stay coordinated across channels. The main separator is configuration depth, so ask how the platform handles content, audiences, and automation without manual glue work after setup.

Channel coverage with consistent templates

Why it matters

If channel coverage is uneven, engagement programs fork into different playbooks, and results become hard to compare. Consistent templates reduce variation in tone, timing, and required fields across channels.

How to check

On a demo, ask for one campaign built end-to-end using your target channels, then show the template editor for each. Request to see how the same message variable set maps to each channel so you can reuse content without rework.

Audience rules and personalization variables

Why it matters

Audience rules and personalization variables decide whether engagement feels relevant or generic. Clear controls also prevent teams from relying on developer changes for each variation.

How to check

Ask to create an audience rule that combines a profile field with a recent event, then preview results counts. Then request a personalized message draft showing how profile variables render in subject/body and fallback behavior when values are missing.

Automation workflow authoring and testing

Why it matters

Automation workflow authoring determines whether teams can launch, adjust, and learn without external scripting. Built-in testing lowers the risk of broken logic in real sends.

How to check

Walk through one journey-style automation: entry criteria, a wait step, branching, and an exit condition. Then ask to run a test with sample contacts to verify the path taken and the message content at each step.

Contact and event data sync behavior

Why it matters

Engagement depends on when data arrives and how fields update, not just whether data can be imported. Sync behavior affects whether personalization and triggers match what customers actually see.

How to check

Ask how often the system refreshes profile changes and where you can view the last successful sync. In the demo, request to simulate an event arriving and then check that the automation step and personalization fields update accordingly.

Role permissions, audit log, and approvals

Why it matters

Engagement work touches customer-facing messaging, so admin governance controls prevent accidental sends and unclear ownership. Audit log detail also helps investigate what changed and when.

How to check

Request an RBAC-style demo: create two roles (writer and approver) and show which actions each can take. Then change a workflow draft and confirm where the approval status and audit trail are visible to an admin.

Red flags

  • Templates exist per channel, but variables and placeholders don’t carry across
  • Automations run in the UI, yet test runs don’t mirror real data updates timing
  • Approvals and audit trails are present in wording only, not in day-to-day screens

Fit by situation

  • If you need one program to run across multiple channels with the same message structure, prioritize channel coverage with consistent templates.
  • If your team regularly changes targeting and dynamic text, prioritize audience rules and personalization variables.
  • If non-engineers build engagement logic and you must validate it before launches, prioritize automation workflow authoring and testing.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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