Commissioned Research
Top 10 Best Patient Feedback Software of 2026

GITNUXSOFTWARE REVIEW

Customer Experience In Industry

Top 10 Best Patient Feedback Software of 2026

A roundup comparing patient feedback software tools and where they fit in clinics, with tradeoffs for staffing, surveys, and follow-up.

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

Agents extract product evidence with provenance, then collect written reviews and 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

Patient feedback software sits between clinics, patients, and reputation reporting by collecting surveys and free-text responses, routing them to the right teams, and supporting review requests across channels. This comparison helps analysts and operators weigh integration depth, automation rules for outreach and follow-up, and survey tooling maturity when building a repeatable feedback program without breaking existing systems.

Podium is the best overall pick for clinics that need fast SMS feedback capture because two-way message workflows route triggered replies into staff queues for closed-loop recovery, while Simple Interact is a strong alternative for mid-size care groups since its resolution workflow tracks each feedback item with accountable ownership across locations.

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

Podium

Two-way message workflows route triggered survey replies into staff queues for closed-loop service recovery.

Best for: Fits when clinics need fast SMS feedback capture and closed-loop routing without heavyweight CAHPS tooling.

2

Weave

Editor pick

Closed-loop response routing connects survey events to staff tasks with escalation rules for low scores.

Best for: Fits when patient feedback teams need SMS collection plus closed-loop routing without building custom middleware.

3

Rater8

Editor pick

Response routing into staff action queues for low-score and detractor handling, with dashboard visibility by clinic and rollup.

Best for: Fits when multi-site clinics need routed follow-up and consistent reporting without heavy analytics engineering.

Comparison Table

1
PodiumBest overall
SMB
9.5/10
Overall
2
8.9/10
Overall
3
8.7/10
Overall
4
8.5/10
Overall
5
8.0/10
Overall
6
enterprise
7.9/10
Overall
7
vertical specialist
7.5/10
Overall
8
7.3/10
Overall
9
6.8/10
Overall
10
vertical specialist
6.7/10
Overall
#1

Podium

SMB

Patient interaction platform combining messaging, payments, and review collection.

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

Two-way message workflows route triggered survey replies into staff queues for closed-loop service recovery.

Podium supports NPS-style follow-ups and broader patient feedback collection using messaging-based triggers and configurable questions. Responses can be organized into workflows that assign, tag, and escalate items so staff can act instead of only viewing results. The product also provides API access that helps teams push encounter context, manage events, and connect reporting data to existing analytics and case systems.

A key tradeoff is that Podium’s core workflow model is strongest around message-driven outreach rather than CAHPS-style instrument workflows with specialized domain scoring. Podium fits best when clinics want fast post-visit reach, quick routing for service recovery, and audit-friendly history of patient conversations tied to survey outcomes.

Pros
  • +SMS and web-based follow-up workflows connect feedback to action
  • +API access supports encounter context sync and event-driven automation
  • +Configurable triggers route responses to staff queues
  • +Conversation history ties comments to outcomes
Cons
  • –Less specialized for CAHPS workflows with domain scoring granularity
  • –Governance controls need disciplined role and permission configuration
  • –Deep EHR and reporting alignment may require custom integration work
  • –Benchmark-style reporting depends on how downstream analytics are built
Use scenarios
  • Front desk and patient experience teams

    SMS follow-up after appointments

    Higher action on low ratings

  • Clinic operations leaders

    Service recovery escalation routing

    Faster resolution of complaints

Show 2 more scenarios
  • Integration and analytics teams

    API-driven encounter context sync

    Cleaner cross-system linkage

    Teams use the API to push encounter identifiers and pull response status for reporting systems.

  • Multi-site administrators

    Centralized trigger configuration

    Consistent feedback operations

    Admins standardize triggers and review workflows across locations while tracking response activity.

Best for: Fits when clinics need fast SMS feedback capture and closed-loop routing without heavyweight CAHPS tooling.

#2

Weave

SMB

Patient communication and reputation platform for dental and medical practices.

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

Closed-loop response routing connects survey events to staff tasks with escalation rules for low scores.

Weave is structured around end-to-end patient feedback loops, starting with intercept delivery and continuing through response capture, tagging, and action routing. The workflow layer supports NPS follow-up actions and low-score handling rules that connect survey results to operational steps. Reporting groups results at levels that teams can review for service recovery, and it also tracks closed-loop outcomes when routing is configured.

A tradeoff appears in workflow breadth, because complex branching, multi-condition routing, and deep analytics beyond feedback themes require deliberate configuration of triggers and routing logic. Weave fits best for multi-site organizations that need consistent SMS post-visit trigger delivery and standardized response workflows across clinics.

Pros
  • +Workflow-based follow-ups link low responses to operational actions
  • +Automation supports event-driven routing after survey submission
  • +API access enables custom triggers from feedback and interaction events
  • +Multi-channel collection includes web, email, and SMS delivery
Cons
  • –Advanced branching needs careful trigger design to avoid misrouting
  • –Deep analytics beyond themes depends on configured reporting exports
Use scenarios
  • Practice operations leaders

    Close-loop follow-up on low scores

    More consistent service recovery actions

  • Patient experience managers

    NPS follow-up workflow governance

    Higher follow-through on feedback

Show 1 more scenario
  • Integration engineers

    Event sync with internal systems

    Automated handoffs across systems

    Uses the Weave API to sync feedback submission events and routing outcomes to downstream tools.

Best for: Fits when patient feedback teams need SMS collection plus closed-loop routing without building custom middleware.

#3

Rater8

SMB

Healthcare-specific reputation management and patient feedback platform.

8.7/10
Overall
Features8.7/10
Ease of Use8.7/10
Value8.7/10
Standout feature

Response routing into staff action queues for low-score and detractor handling, with dashboard visibility by clinic and rollup.

Rater8 provides patient survey delivery with configurable channels such as web links and QR-style collection options, plus NPS-style follow-up logic for detractor handling. Reporting supports clinic and multi-site rollups with per-location score views and timed refresh of analytics. Automation is centered on routing low-score responses into review queues for staff action rather than manual spreadsheet triage.

A notable tradeoff is that deeper integrations with EHR or telephony systems require implementation work beyond basic survey configuration. Rater8 fits teams that already standardize feedback intake and need predictable operational workflows for closed-loop handling and consistent reporting across sites.

Pros
  • +Operational follow-up routing for low-score and detractor responses
  • +Multi-site rollup dashboards for clinic-level score monitoring
  • +Configurable survey delivery options with QR-style collection flows
  • +Export and reporting paths for external analytics
Cons
  • –Advanced integrations can require project support for setup
  • –Theme categorization needs calibration to match local language
  • –Workflow tuning takes time when multiple locations vary processes
  • –Some governance controls rely on correct queue ownership
Use scenarios
  • Quality and patient experience teams

    Route detractor feedback to service recovery

    Faster service recovery follow-through

  • Clinic operations leaders

    Monitor scores across locations

    Clear site accountability signals

Show 2 more scenarios
  • Patient feedback coordinators

    Standardize QR-based lobby collection

    Higher and steadier response capture

    Deploys consistent collection materials and validates response intake through centralized reporting.

  • Analytics and reporting teams

    Export responses for custom analysis

    Flexible reporting beyond native views

    Exports feedback results into downstream reporting to build bespoke dashboards and themes.

Best for: Fits when multi-site clinics need routed follow-up and consistent reporting without heavy analytics engineering.

#4

Solutionreach

SMB

Patient engagement platform with patient survey and reputation management capabilities.

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

Closed-loop response handling that routes based on survey outcomes and assigns follow-up responsibility to specific teams.

Solutionreach is a patient feedback software built around appointment-based outreach and multi-channel post-visit surveys. It supports configurable SMS and email triggers, plus workflows for routing responses to staff teams for review and follow-up.

Pros
  • +Configurable SMS and email survey triggers tied to visits
  • +Response routing workflows support closed-loop handling
  • +Location-level aggregation supports multi-site reporting
  • +Team access controls help separate survey setup and response review
Cons
  • –Deeper automation logic requires more workflow configuration effort
  • –Limited third-party coverage compared with enterprise feedback suites
  • –Some reporting views feel basic for benchmark-style analysis
  • –Survey editing and version control can be cumbersome at scale
Use scenarios
  • Multi-provider clinic front desk

    Patient self-scheduling within provider rules

    Lower scheduling workload

  • Front-desk patient service teams

    Message threads for appointment questions

    Faster request handling

Show 2 more scenarios
  • Clinical support care coordinators

    Post-visit follow-ups with conversation context

    Organized patient follow-up

    Automated and staff-managed messages collect follow-up questions and care coordination updates after visits.

  • Healthcare care coordination teams

    Recall outreach for due-care visits

    More consistent return visits

    Recurring messaging schedules prompts for future visits and reactivation tied to care needs.

Best for: Fits when care organizations need reliable post-visit feedback capture and staff routing without heavy customization work.

#5

Luma Health

SMB

Patient engagement platform that includes automated post-visit surveys and feedback collection workflows.

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

Closed-loop routing that connects free-text feedback to specific service recovery or escalation workflows for staff follow-up.

Luma Health manages patient feedback collection with configurable survey journeys that can run via SMS or email triggers tied to visit context.

Pros
  • +Closed-loop workflow routing connects comments to follow-up actions
  • +Survey triggers support SMS and email timing for post-visit capture
  • +Reporting provides drill-down views across sites and service lines
  • +Export and integrations support data movement into analytics workflows
Cons
  • –Setup depends on careful configuration of question sets and follow-up rules
  • –Automation coverage can be uneven for highly customized intercept journeys
  • –Workflow visibility requires admin review to avoid silent processing failures
  • –Benchmark-style percentile output is limited versus specialist benchmarking tools
Use scenarios
  • Clinic leadership and patient experience

    Track feedback to assigned follow-through

    Operationally tracked feedback

  • Care operations communication teams

    Two-way texting for follow-up needs

    Traceable patient conversations

Show 2 more scenarios
  • Multi-site clinical operations teams

    Route replies into correct queues

    Clear ownership and next steps

    Workflow rules direct patient replies, intake responses, and follow-up tasks to the right team.

  • Front-office clinic operations

    Pre-visit intake via digital questionnaires

    Less day-of check-in work

    Survey journeys send questionnaires before visits and route collected data into operational workflows.

Best for: Fits when mid-size healthcare groups need feedback-to-action routing plus multi-site reporting control.

#6

Simple Interact

enterprise

Healthcare patient engagement software with digital rounding, surveys, and patient feedback tools.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Closed-loop resolution workflow with per-feedback status tracking and accountable ownership for staff follow-up.

Simple Interact targets patient feedback workflows with survey delivery and staff-facing follow-up for comments, ratings, and open text. The product focuses on routing feedback to the right team and tracking resolution status through a configurable workflow.

Pros
  • +Workflow routing links each feedback event to an accountable team
  • +Multi-location setup supports clinic-level handling and rollups
  • +Survey configuration supports both numeric ratings and free-text comments
  • +Status tracking creates a visible closed-loop timeline for staff
Cons
  • –Automation depth is thinner for complex escalation chains
  • –Limited evidence of standards-first integration paths like FHIR Questionnaire
  • –Survey and export customization can require admin time
  • –Advanced benchmarking and percentile reporting needs external preparation
Use scenarios
  • Patient experience teams

    Route ratings and open-text feedback

    Resolution tracked in workflow

  • Multi-location clinic administrators

    Roll up resolution activity across clinics

    Cross-clinic visibility

Show 2 more scenarios
  • Operations leaders needing reporting

    Export feedback data for reporting

    Operational reporting ready

    Data export supports reporting needs without adding a separate analytics tool.

  • Staff follow-up teams

    Track comment resolution status

    Closed-loop follow-up

    Configurable workflows track resolution status for each routed feedback item.

Best for: Fits when mid-size care groups need feedback routing and resolution tracking across clinics.

#7

Doctor.com

vertical specialist

Healthcare reputation and patient feedback platform that manages provider reviews and survey distribution.

7.5/10
Overall
Features7.5/10
Ease of Use7.5/10
Value7.5/10
Standout feature

Closed-loop escalation routing for low-score signals links patient responses to a service recovery action path.

Doctor.com organizes patient feedback workflows around healthcare-specific request lists and response capture, with the feedback tied directly to providers and locations. Core capabilities focus on creating branded survey invitations, collecting responses across common channels, and routing results into review-ready reporting.

Pros
  • +Healthcare-specific feedback workflows map responses to providers and sites
  • +Escalation routing supports closed-loop service recovery workflows
  • +Multi-location governance helps manage visibility across clinics
  • +Branded invitations streamline consistent patient survey presentation
Cons
  • –Workflow configuration requires more setup than general-purpose survey tools
  • –Advanced analytics depth depends on how responses are categorized
  • –Integration options can feel adapter-limited compared with enterprise suites
  • –Response-action dashboards may require process discipline to stay accurate
Use scenarios
  • Provider groups and clinic ops

    Collect provider and location feedback

    Actionable provider-level reporting

  • Patient experience managers

    Escalate low-score signals for action

    Faster escalation handling

Show 2 more scenarios
  • Multi-location governance admins

    Control viewing access across sites

    Consistent workflow governance

    Admin controls support multi-location governance so organizations manage who can view feedback and configure workflows.

  • Front-office teams

    Send branded survey invitations

    Higher response organization

    Branded survey invitations capture responses across common channels and connect them to operational review.

Best for: Fits when multi-site clinics need patient feedback collection tied to provider accountability with escalation routing.

#8

Mediaplanet Inbox Health Feedback

vertical specialist

Patient engagement platform that includes surveys and feedback collection for healthcare providers.

7.3/10
Overall
Features7.3/10
Ease of Use7.3/10
Value7.3/10
Standout feature

Response categorization that feeds service recovery triage within the Inbox Health feedback workflow.

Mediaplanet Inbox Health Feedback collects patient feedback through digitized survey and comment flows tied to post-visit outreach. It focuses on routing responses into actionable categories for operations teams, then supporting follow-up workflows around low-signal feedback.

Pros
  • +Feedback capture and comments are designed for operational follow-up routing
  • +Response reporting supports clinic-level visibility for service recovery review
  • +Configurable outreach workflows fit common post-visit survey patterns
  • +Categorization of feedback helps teams filter issues without manual sorting
Cons
  • –Closed-loop resolution coverage depends on workflow configuration rather than prebuilt playbooks
  • –Integration documentation is less detailed than category leaders that support deeper health-system adapters
Use scenarios
  • Clinic service recovery teams

    Categorize post-visit feedback for action

    Actionable service recovery inputs

  • Operations staff for follow-up workflows

    Run follow-up on low-signal feedback

    Follow-up workflow execution

Show 2 more scenarios
  • Clinic managers and reporting leads

    Review clinic-level outcomes and breakdowns

    Clear recovery performance views

    Reporting provides clinic-level outcomes and response breakouts for operational review cycles.

  • Systems and workflow integration owners

    Connect survey data to existing systems

    Feedback in existing workflows

    Configurable data exchanges connect survey activity with existing systems and workflows.

Best for: Fits when mid-size care organizations need categorized feedback and workflow-driven follow-up without heavy custom development.

#9

DemandHub

SMB

Patient engagement software with review requests, feedback collection, text messaging, and reminders.

6.8/10
Overall
Features6.8/10
Ease of Use6.8/10
Value6.8/10
Standout feature

Closed-loop service recovery routing ties low ratings and categorized comments to assigned follow-up teams.

DemandHub is a patient feedback software built around collecting post-visit responses, routing comments, and producing patient experience reporting across clinics. It supports survey distribution via SMS and other intercept channels, plus follow-up workflows for low-rated experiences.

Pros
  • +Low-score triggers connect feedback collection to service recovery workflows
  • +Comment categorization speeds triage for patient complaints and themes
  • +Clinic and multi-site dashboards support operational follow-up visibility
  • +SMS-first outreach supports high response throughput after appointments
Cons
  • –Advanced governance needs more admin discipline across multiple locations
  • –Survey customization options can feel narrower than survey suite specialists
  • –Integration depth depends on connector coverage for existing EHR and CRM stacks
  • –Real-time alerting for workflows is not as configurable as event-driven toolsets
Use scenarios
  • Healthcare patient experience teams

    Collect post-visit responses at scale

    Consistent experience measurement

  • Service recovery coordinators

    Route low-rated experiences to follow-up

    More organized recovery work

Show 2 more scenarios
  • Operations teams handling comments

    Tag and categorize patient comments

    Faster comment triage

    Configurable routing helps direct comments into operational handling with tagging for quicker triage.

  • Leadership reporting teams

    Dashboards for cross-site recovery visibility

    Leadership-ready dashboards

    Dashboards include cross-site rollups that support service recovery visibility for leadership reporting.

Best for: Fits when mid-size health systems need SMS feedback plus routed comment handling across multiple clinics.

#10

Doctible

vertical specialist

Patient communication and feedback software for medical and dental practices.

6.7/10
Overall
Features6.7/10
Ease of Use6.7/10
Value6.7/10
Standout feature

Response-to-resolution task routing that keeps staff action connected to each patient feedback item.

Doctible focuses on patient feedback capture tied to appointment and encounter context, with workflows designed around closing the loop rather than just collecting scores. The system supports survey sending, response intake, and action routing for follow-up, including staff-visible tasks that link comments to case resolution.

Pros
  • +Closed-loop workflow links patient comments to follow-up tasks
  • +Clinic-level summaries support recurring operational review cycles
  • +Configurable survey triggers reduce manual data handling
  • +Comment theme categorization helps prioritize recurring issues
Cons
  • –Automation depth depends on the quality of configured routing rules
  • –Integration options feel narrower than survey leaders focused on enterprise CX
  • –RBAC granularity can be limiting for highly segmented organizations
  • –Benchmark reporting depth may not match percentile-focused systems
Use scenarios
  • Multi-location patient experience teams

    Assign follow-up for complaints and low scores

    Visible ownership of concerns

  • Dental practices and outpatient clinics

    Schedule recall re-engagement messages

    Repeatable patient reactivation

Show 2 more scenarios
  • Care teams and front-office staff

    Send pre-visit intake forms

    Less manual intake work

    Digital intake forms and pre-visit messages centralize patient information ahead of appointments.

  • Dental and medical office teams

    Keep question conversations in message workflows

    More consistent patient communication

    Messaging workflows capture patient questions and appointment-related communication between visits.

Best for: Fits when care teams need comment-driven follow-up workflows tied to responses.

Conclusion

After evaluating 10 patient feedback software, Podium 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
Podium

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 Patient Feedback Software

How do patient feedback platforms route low ratings to the right team?
Weave routes low-rating survey events through configurable escalation rules that create staff tasks tied to each response. Podium routes triggered replies into staff queues through two-way messaging workflows, which keeps follow-up anchored to the original patient contact.
Which tool connects feedback events to other systems through an API?
Weave provides an API for connecting survey events to internal systems and triggering downstream automation. Podium also offers a documented API plus extensibility so clinics can sync patient and workflow context across connected tools.
How does each platform handle follow-up workflows after a patient submits an open-text comment?
Doctible routes response items into staff-visible tasks linked to case resolution, so free text stays attached to the follow-up record. Luma Health maps free-text feedback into reporting categories and routes results into service recovery or escalation workflows tied to operational action.
When is SMS collection built into the feedback workflow versus added through custom tooling?
Solutionreach includes configurable SMS triggers tied to post-visit outreach and then routes responses into staff review and follow-up workflows. DemandHub also supports post-visit SMS collection with comment routing and low-rated follow-up workflows built into its clinic dashboards.
What breaks if a clinic needs provider-level attribution for feedback and actions?
Doctor.com ties feedback to specific providers and locations, so organizations that require accountability at that granularity fit its escalation paths. Tools like Simple Interact focus on per-feedback resolution tracking across clinics, which can be a weaker fit when provider-level scorecards and provider-specific routing are the primary requirement.
Where does multi-site rollup reporting show up first in the workflow, not just in exported spreadsheets?
Rater8 centralizes response handling with multi-site dashboards and rollups that support operational governance across clinics. DemandHub emphasizes cross-site rollups for leadership reporting and service recovery visibility, with dashboards built around categorized comment handling.
How do admin controls differ when multiple teams need different visibility into feedback and resolution status?
Doctor.com supports multi-location governance with controls over who can view feedback and manage workflow configuration. Simple Interact includes multi-location deployment with per-feedback status tracking so administrators can oversee resolution ownership across clinics.
Which platform best supports two-way messaging when the goal is to continue a conversation after feedback submission?
Podium is designed for two-way message workflows where low-score or concerning comments trigger staff routing while the messaging thread continues. Weave emphasizes closed-loop routing from survey events into escalation tasks, which is more focused on workflow handoff than an ongoing chat loop.
How do healthcare teams map feedback into operational categories for triage?
Mediaplanet Inbox Health Feedback digitizes comment flows into actionable categories so operations teams can triage responses inside the Inbox Health workflow. Luma Health converts feedback into operational signals by mapping responses to reporting categories and then routing them into action workflows for service recovery.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Patient Feedback Software

What separates options for patient feedback software is how they capture and route responses, then turn them into usable follow-up and reporting. Focus on Follow-up automation and Actionable analytics, not just the survey form.

Multichannel capture coverage

Why it matters

Multichannel capture coverage matters because patients respond through different touchpoints, and the software has to keep those replies consistent. If a channel is bolted on, you’ll see gaps in totals and follow-up.

How to check

In the demo, request a run-through that includes at least two channels (for example, web form and post-visit message). Ask to see where each response lands and whether timestamps and patient identifiers stay aligned.

Follow-up automation for responses

Why it matters

Follow-up automation for responses is what turns comments into work. Without it, teams miss deadlines, and closed-loop reporting becomes manual.

How to check

Ask how the system triggers follow-up based on response outcome, not just submission. Show a sample workflow where a low-rating or complaint routes to the right queue with an assigned owner and due date.

Case management for feedback

Why it matters

Case management for feedback helps teams manage investigation, ownership, and resolution history. It also makes audits easier when leadership asks what happened and when.

How to check

Request a screenshot or live view of a feedback item turning into a case. Confirm you can change status, add internal notes, attach evidence, and record a resolution outcome.

Actionable analytics and reporting

Why it matters

Actionable analytics and reporting matters because teams need both trends and operational views to improve care. If reports can’t be tailored, you’ll end up exporting and rebuilding every time.

How to check

In the demo, generate one report by date range and one by unit or location (as available). Confirm you can filter by rating and by response themes and export the underlying table.

Data export controls and audit history

Why it matters

Data export controls and audit history support governance when multiple staff touch the same feedback. You want traceability for edits, assignments, and status changes.

How to check

Ask what export formats are available and whether exports can be limited by date range and permissions. Then check the audit log for who changed status, when, and from what role.

Workflow integration depth

Why it matters

Workflow integration depth controls whether patient feedback stays inside existing operations. If integration is shallow, you’ll duplicate effort across systems.

How to check

Ask for an example of how feedback creates or updates records in the tools your team already uses. Then verify what fields map and whether the integration supports two-way updates such as status or assignee.

Red flags

  • Responses don’t carry consistent identifiers across channels, so totals and follow-up don’t match.
  • Follow-up rules rely on manual tagging instead of response outcomes.
  • Reports require constant exports because filtering and theme views are limited.

Fit by situation

  • If you collect feedback from multiple patient touchpoints, prioritize Multichannel capture coverage.
  • If you need reliable closing of the loop across teams, prioritize Follow-up automation for responses.
  • If leaders review trends monthly and require traceability, prioritize Data export controls and audit history.
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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