GITNUXSOFTWARE REVIEW
Education LearningTop 10 Best Question Answer Software of 2026
Compare question answer software options for surveys and live Q&A, with practical notes on fit and tradeoffs for research and events.
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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SurveyMonkey is the best choice for teams that need structured feedback capture because its branching logic routes respondents through tailored question paths within one project, keeping answers consistent across conditional flows, whereas Qualtrics fits enterprise support and research groups that want workflow-linked feedback and downstream case handling.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
SurveyMonkey
Branching logic that conditionally routes respondents through tailored question paths within a single survey project.
Best for: Fits when teams need structured feedback capture and analysis, not a community Q&A system.
Vevox
Editor pickModeration queue plus accepted-answer governance designed to turn live threads into resolution history.
Best for: Fits when support orgs need moderated, community-driven answers with clear resolution signals.
Qualtrics
Editor pickWorkflow-driven linkage between captured feedback, managed knowledge content, and downstream case handling.
Best for: Fits when feedback analytics and support workflows must share the same operational truth.
Comparison Table
SurveyMonkey
SMBOnline survey software for creating and distributing questionnaires.
Branching logic that conditionally routes respondents through tailored question paths within a single survey project.
SurveyMonkey provides question building with multiple question formats, skip logic for conditional flow, and response collection controls tied to survey campaigns. Report views emphasize charts and response breakdowns, and exports support moving data into external BI or text analysis pipelines. For organizations comparing Q&A tools, SurveyMonkey’s workflow is built around collecting structured feedback, not routing questions to experts or maintaining accepted-answer threads.
A clear tradeoff appears in moderation and lifecycle features. SurveyMonkey does not provide a built-in moderation queue, upvote or accepted-answer mechanisms, or tag-driven community threads for public Q&A participation. It works well when a support team needs to quantify what customers struggle with across categories, then convert patterns into knowledge articles or training materials based on the analyzed results.
- +Branching logic produces consistent answers across conditional survey paths
- +Multiple response exports support downstream analytics and modeling
- +Question types cover common research patterns like Likert and ranking
- +Results dashboards make it easy to monitor response distributions
- –No expert routing or accepted-answer workflow for question resolution
- –Community moderation tools are limited to survey feedback collection
- –Public knowledge-search experiences are not designed around Q&A threads
- –Automation and API surface are geared toward surveys, not support ticket deflection
Customer support operations teams
Measure root causes of repeated issues
Prioritized themes for knowledge work
Product research teams
Run questionnaire-based usability studies
Comparable responses across segments
Show 1 more scenario
Knowledge management teams
Validate draft article clarity
Better article revisions
Gather targeted feedback on each draft section and quantify comprehension gaps before publishing.
Best for: Fits when teams need structured feedback capture and analysis, not a community Q&A system.
Vevox
SMBLive polling and Q&A software for meetings, lectures, and hybrid events.
Moderation queue plus accepted-answer governance designed to turn live threads into resolution history.
Vevox runs structured Q&A and community threads with an editorial moderation layer, plus mechanisms for identifying the people who answer best. It supports upvotes, accepted answers, tagging, and repeatable workflows for resolving questions through expert responses.
The product’s differentiator is the way it manages community knowledge over time with moderation queues and answer governance rather than only publishing static content. Integration depth centers on embedding and connecting workflows to existing identity and support processes.
- +Moderation queue supports controlled review of community contributions
- +Accepted answers and tagging help stabilize which responses become canonical
- +Upvote and reputation-style feedback supports answer quality signaling
- +Threaded discussion structure works for both public Q&A and staff communities
- –Search and answer reuse for ticket deflection are less explicit than forum-first suites
- –Automation and API surface for deep ticketing workflows can feel limited
conference organizers
collect moderated audience questions
More structured participation
presenters and trainers
run live question interactions
Immediate audience feedback
Show 2 more scenarios
HR and learning teams
capture anonymous training check-ins
Ongoing visibility into learning
Training programs use pulse questions and anonymous responses to track learner reactions and comprehension signals.
educators and facilitators
deliver quizzes with answer engagement
Higher engagement in sessions
Facilitators run live questions with interactive, leaderboard-style quiz formats during classes or events.
Best for: Fits when support orgs need moderated, community-driven answers with clear resolution signals.
Qualtrics
enterpriseExperience management platform with advanced survey and answer collection capabilities.
Workflow-driven linkage between captured feedback, managed knowledge content, and downstream case handling.
Qualtrics fits organizations that already centralize customer and employee feedback and want Q&A outcomes to tie back to the same observation and reporting pipeline. It can ingest structured and unstructured inputs, then use metadata tagging and managed content publishing to keep answers consistent with the organization’s latest guidance. Its integration approach emphasizes connecting Q&A content to operational workflows so that unresolved questions can create cases or trigger follow-up actions. The automation surface includes rules that react to content state and user actions rather than relying only on manual moderation.
The main tradeoff is that Qualtrics’ Q&A experience is strongest when it is part of a broader feedback and service workflow, not when it is treated as a standalone community forum replacement. A common usage situation is routing recurring support questions discovered from survey text into curated knowledge items and then creating tickets for exceptions. Teams also use it to align answer quality with feedback signals by tracking which responses lead to improved satisfaction outcomes.
- +Tight linkage between feedback capture and service workflows
- +Extensibility via APIs for custom Q&A, routing, and enrichment
- +Strong configuration controls for tenant and workflow governance
- +Managed content lifecycle supports consistent answer publishing
- –Q&A user experience depends on broader workflow design
- –More setup work than dedicated lightweight Q&A builders
- –Community-style engagement features are not as central
- –Automation rules require careful mapping to operational outcomes
Customer support operations
Route recurring questions from feedback text
Lower repeat contacts
Contact center analytics teams
Measure answer impact on satisfaction
Faster improvement cycles
Show 2 more scenarios
Knowledge management leaders
Govern content state and ownership
Reduced outdated answers
Use managed content lifecycle controls to keep published guidance aligned with feedback findings.
IT and platform teams
Integrate Q&A with internal systems
Higher automation throughput
Use APIs and integrations to enrich questions and synchronize answers with existing tools.
Best for: Fits when feedback analytics and support workflows must share the same operational truth.
Typeform
SMBInteractive form builder focused on conversational question and answer flows.
Branching logic tied to each response step, with validation on later questions to prevent bad triage data.
Typeform’s core capability is interactive question sequences where each step can be routed with conditions based on prior answers. The product provides logic like multiple-choice branching, conditional question visibility, and validation rules that reduce incomplete submissions during intake. Teams can style forms for consistent user-facing experiences and embed them in portals to collect structured data without building a custom UI.
- +Conversational UI reduces drop-off during guided intake
- +Conditional logic supports structured branching on prior answers
- +Embedding and customization keep intake consistent across portals
- +Exports and API enable connecting responses to support systems
- –No native threaded Q&A or moderation queue for community answers
- –Complex multi-step routing becomes harder to maintain
- –Response data modeling stays closer to form submissions than knowledge objects
- –Automation depth depends on external systems after capture
Customer support ops
Guided bug report with routing fields
Lower misrouted tickets
Knowledge and content teams
Topic intake for knowledge article drafts
Faster authoring starts
Show 2 more scenarios
IT service desk
Request forms for account and access
Fewer back-and-forth cycles
Validation and conditional prompts collect identifiers needed for automated approvals and provisioning steps.
Product research
Structured feedback forms with logic
Consistent dataset for analysis
Answer-based branching gathers comparable inputs to map feedback to features and release themes.
Best for: Fits when support teams need guided intake and conditional routing inputs into ticketing workflows.
Slido
enterpriseAudience interaction platform for live Q&A, polls, and quizzes during meetings and events.
Real-time host moderation during live events with audience upvotes driving which questions are surfaced.
Slido pairs live polling with structured question handling for events and enterprise meetings where teams need audience Q&A in one session flow. It supports question collection, threading, and moderation so hosts can filter low-signal posts before answers are surfaced.
- +Audience-driven question flow with upvote ranking and host moderation controls
- +Threaded question display helps teams follow multi-part prompts during sessions
- +Fast event setup supports high-throughput Q&A without custom build work
- +Moderation tools reduce spam impact during live events
- –Designed for live sessions more than persistent knowledge answers across time
- –Limited depth for answer lifecycle features like versioning and accepted answers
- –API and automation surface is narrower than knowledge-focused Q&A systems
- –Granular governance for large communities is weaker than dedicated forum products
live event presenters
moderate audience questions
Structured audience input
meeting facilitators
gather stakeholder rankings
Clear meeting outcomes
Show 2 more scenarios
webinar hosts
engage remote participants
Participation without extra hardware
Remote presenters use browser-based polls and quizzes to drive participation during online sessions.
teachers and instructors
check understanding during lessons
Faster feedback for instruction
Teachers run live questions and anonymous checks to identify comprehension gaps in the moment.
Best for: Fits when meeting-based Q&A needs host moderation, audience upvotes, and fast session participation.
Jotform
SMBDrag-and-drop form builder with conditional question logic and answer management.
Conditional form logic plus submission workflows can turn structured Q&A intake into routed cases.
Jotform is a form builder that can be repurposed into Q&A style experiences for internal triage and lightweight community intake. It supports structured form fields, conditional logic, and submission-based routing that can approximate question capture, tagging, and intake workflows.
- +Conditional form logic supports routing rules by question type
- +Webhook and integration surface can push submissions into downstream systems
- +Field-level structure enables consistent tags and metadata capture
- +Moderation can be handled through review queues built around submissions
- –No native threaded discussions or accepted-answer state for Q&A
- –Community moderation and reputation features are not first-class
- –Scaling into high-volume Q&A requires custom workflow design
- –Answer versioning and edit history are limited to form submission behavior
agencies and consultants
capture proposal inputs
Less manual retyping
small business sales teams
guide pricing questionnaire intake
More consistent pricing capture
Show 2 more scenarios
marketing research teams
run branching feedback surveys
Structured feedback data
Marketing teams publish surveys with conditional question paths and collect structured responses for exportable analysis.
schools and training departments
collect course evaluations
Consistent evaluation responses
Instructors build rating forms with tailored follow-up questions and collect anonymous course feedback.
Best for: Fits when teams need structured question intake and routing without full forum features.
Wooclap
SMBInteractive audience response tool with Q&A, polls, and quizzes for education and training.
In-session analytics and facilitation views keep answers visible while moderators manage participation in real time.
Wooclap targets question and answer style engagement through interactive classroom and event experiences built around live responses. The core workflow centers on creating prompts, displaying aggregate results in real time, and collecting participant answers with moderation controls for content behavior.
- +Live participation view shows aggregated answers during sessions
- +Question flow works well for events, workshops, and live training
- +Moderation controls help limit disruptive responses in-session
- +Exportable session artifacts support offline review and curation
- –Built for live engagement more than long-term knowledge base retrieval
- –Advanced routing and duplicate detection are not the primary workflow
- –Extensibility depends on integrations rather than an open automation layer
- –Deep RBAC and audit log controls are limited for enterprise governance
panel moderators
review a controlled question queue
More manageable Q&A
teachers and trainers
run live exam-like checks
Fast knowledge signals
Show 2 more scenarios
course instructors
detect misconceptions mid-lesson
Immediate instructional adjustments
Instructors ask live questions and interpret response patterns to decide what to cover next.
conference organizers
collect polls and questions in real time
Discussion shaped by audience input
Conference presenters capture questions and feedback while addressing a live audience during sessions.
Best for: Fits when teams need live Q&A capture for training, events, and internal workshops with light moderation.
QuestionPro
enterpriseOnline survey and research platform with Q&A, polls, and audience insight modules.
Built-in participant and research data workflows that connect Q&A collection to survey and audience operations through shared account and identity paths.
QuestionPro pairs Q&A and forum-style knowledge collection with research-grade survey and panel tooling, which helps teams reuse participant workflows. The product supports structured question threads, moderation controls, and community mechanics for managing contributions.
- +Moderation workflows and governance controls for community contributions
- +Question and answer reporting supports answer acceptance rate tracking
- +Integration options for user and content workflows via API
- +Threaded discussions support knowledge building across iterations
- –Advanced routing and workflows require configuration discipline
- –Community analytics are less granular than specialized support knowledge suites
call center researchers
run scripted phone interviews
More consistent response capture
HR and employee experience teams
measure recurring employee sentiment
Repeatable sentiment tracking
Show 2 more scenarios
training and operations teams
deliver scored competency evaluations
Structured evaluation records
Programs deliver onboarding and post-interaction evaluations with structured scores and reviewable results.
innovation and program teams
collect ideas and triage stages
Governed idea intake
Organizations collect ideas, moderate submissions, assign categories, and track progress through stages.
Best for: Fits when research and support teams need one workflow for community Q&A and participant management.
Answerbase
SMBQ&A platform for adding community question and answer functionality to websites.
Answer behavior and visibility can be controlled through knowledge source scoping tied to access permissions.
Answerbase is a question answering and knowledge base software product focused on turning internal content into answer-ready responses. It supports knowledge ingestion, answer generation, and a searchable self-service experience with content controls for what users can view.
- +Configurable answer behavior tied to controlled knowledge sources
- +Admin governance supports moderation workflows and user permissions
- +API-friendly design for embedding answer experiences in portals
- +Content pipeline supports keeping answers aligned with source updates
- –Strong governance is required to prevent stale or overly broad answers
- –Advanced community-style workflows need additional configuration work
- –Question routing scenarios can require careful setup to match intents
- –Answer quality tuning depends on disciplined source curation
Customer support teams
Deflect tickets using approved answers
Lower repeat ticket volume
IT help desks
Answer employees with policy knowledge
Faster resolution for requests
Show 2 more scenarios
Sales and revenue ops
Provide product responses to prospects
More accurate customer interactions
Builds consistent question answering from sales enablement content and integrates via APIs into CRM workflows.
Compliance and legal teams
Moderate answers from controlled sources
Reduced compliance risk
Uses moderation tooling and configurable behavior to ensure only approved content becomes answerable.
Best for: Fits when support and knowledge teams need governed answer delivery with automation-ready integrations.
Alchemer
enterpriseFeedback and data collection platform with customizable survey and answer workflows.
Branching question logic with reusable question components supports guided troubleshooting flows that stay answer-structured.
Alchemer collects structured responses and turns them into searchable, shareable outputs for question-driven workflows. The system supports survey-style question forms, branching logic, and question types that fit structured Q&A use cases like guided troubleshooting and intake.
- +Branching question logic supports guided answer paths without custom code
- +Question and response exports enable external moderation workflows
- +APIs and webhooks support automation for routing and downstream processing
- +Role-based access controls cover authoring, viewing, and respondent handling
- –Community moderation features are limited compared with forum-first products
- –Answer acceptance, upvote/downvote, and duplicate detection need custom workflows
- –Threaded discussion and expert identification require external design patterns
- –Advanced governance for large publishing catalogs needs process discipline
audience research teams
screen respondents by eligibility
Segment-ready respondent data
operations and education teams
reuse templates for recurring assessments
Standardized repeated collection
Show 2 more scenarios
research and insights teams
build multi-page quantitative questionnaires
Comparable analysis-ready data
Teams create branching, validated questionnaires with matrix questions and consistent response fields for analysis.
operations and technical teams
trigger workflows from response events
Less manual handling
Teams send response events through webhooks or APIs to connect captured data to external processing.
Best for: Fits when teams need structured, form-driven Q&A and automate downstream routing and reporting.
Conclusion
After evaluating 10 question answer software, SurveyMonkey 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 Question Answer Software
This guide covers question answer software built for support and knowledge teams, with individual tool coverage that includes Typeform, Qualtrics, and Copilot Studio alongside other Q&A, moderation, and guided intake platforms.
The comparison focuses on integration depth, configuration and governance controls, and automation and API surface where those capabilities show up in how each tool routes, moderates, and turns user questions into usable resolution signals.
Typeform is assessed for branching response steps and guided intake that feeds ticketing workflows, while Coveo, Algolia, and Copilot Studio are weighed for how they connect search, content, and answer workflows in support environments.
Across the list, differences show up in whether moderation and resolution are first-class through accepted-answer governance, or whether the workflow stays closer to form-style intake and downstream handling.
Question Answer Software for Support and Knowledge Teams: Routing, Moderation, and Resolution Workflows
Question answer software captures user questions and turns them into answers through guided intake, community threads, or moderated live Q&A streams that produce resolution signals support teams can act on.
Typeform is a strong example of structured, conditional question intake that uses branching logic and validation across response steps, which supports conditional routing inputs into ticketing workflows.
Vevox is an example where moderation queue mechanics and accepted-answer governance are designed to stabilize which responses become resolution history.
These tools differ in how tightly the workflow connects answer capture to downstream operations, including whether governance is centralized through admin controls or requires deeper configuration discipline to keep answer delivery consistent.
Core capabilities that determine routing, moderation, and resolution quality
Question answer software succeeds in support and knowledge teams only when captured questions move into a controlled resolution workflow with clear governance signals. Feature coverage matters most where the tool turns user responses into canonical outcomes, not where it only collects text.
Conditional branching with validation for triage inputs
Typeform ties branching logic to each response step and adds validation so later questions reflect earlier answers. Alchemer also supports branching question logic, but it is oriented toward structured form-style troubleshooting flows.
Moderation queue mechanics with canonical accepted answers
Vevox uses a moderation queue and accepted-answer governance to turn live contributions into resolution history. QuestionPro and Slido both support moderated community participation, but Vevox focuses on stabilizing which responses become canonical.
Governed answer delivery via knowledge-source scoping and permissions
Answerbase controls what answers can appear by scoping knowledge sources to access permissions. Vevox also supports accepted-answer governance, but Answerbase centers delivery control around knowledge source boundaries.
Workflow linkage between feedback capture, knowledge content, and case handling
Qualtrics connects captured feedback to managed knowledge content and downstream case handling through workflow-driven linkage. Typeform can feed ticketing workflows from guided intake, but Qualtrics emphasizes shared operational truth across feedback and service execution.
Live Q&A routing with host moderation and audience upvote ranking
Slido surfaces questions through real-time audience upvotes and host moderation controls during live sessions. Wooclap also supports real-time participation visibility, but Slido’s upvote-driven question flow is designed for meeting-based discovery rather than long-lived answer lifecycle.
Automation and API surface for connecting Q&A events to support operations
Qualtrics offers extensibility via APIs so captured Q&A and routing signals can drive custom enrichment and workflows. Jotform pushes structured Q&A intake into downstream systems using webhooks and integration surfaces.
Choose based on where resolution governance lives in the workflow
The decision comes down to whether the workflow treats answers as governed outcomes or treats questions as guided intake that downstream systems must reconcile. A correct choice matches the tool’s moderation and acceptance model to how support teams define resolved, canonical content.
Start with the resolution signal the team needs
If resolution must be explicit and governed through a moderation queue and accepted-answer state, Vevox is built around that mechanic. If resolution is mainly about structured triage input that feeds ticketing workflows, Typeform’s branching and validation support more reliable intake before cases are created.
Pick the workflow shape: community threads vs structured intake vs live sessions
If the team expects threaded contributions with moderated review that accumulates into resolution history, Vevox fits that workflow. If the team needs structured, form-driven troubleshooting and routing with guided paths, Alchemer provides reusable question components without forum-first community mechanics.
Map knowledge reuse requirements to the answer lifecycle controls
If canonical answers must stay stable and searchable for deflection, Vevox focuses on moderation and accepted-answer stabilization rather than relying on external forum governance. If answers must be constrained by access-controlled knowledge sources at delivery time, Answerbase scopes answer behavior to controlled knowledge sources.
Decide how much workflow design effort the organization can sustain
Qualtrics requires more setup work because the Q&A user experience depends on broader workflow design that links feedback capture to service workflows. SurveyMonkey also relies on branching logic inside survey projects, but it lacks expert routing and accepted-answer resolution workflows, so deeper governance has to be handled outside the product.
Evaluate live-event participation needs separately from persistent knowledge workflows
If the primary goal is fast, moderated question flow during meetings, Slido uses real-time upvotes and host moderation controls. Wooclap also provides in-session analytics and facilitation views, but it is designed for live engagement and not for durable answer lifecycle features.
Confirm where automation and integrations must be driven
If deep extensibility and automation require an API and custom workflow logic, Qualtrics is the most explicit match in the provided tool set. If the requirement is pushing submissions into downstream systems through webhooks and integration surfaces, Jotform delivers structured intake-to-routing with less reliance on forum-style resolution governance.
Who should buy Question Answer Software built for support and knowledge operations
Support and knowledge teams buy question answer software when they need structured question intake or moderated communities that yield actionably resolved outcomes. The right fit depends on whether governance and acceptance are managed inside the tool or through external workflow design.
Support operations teams running ticketing workflows from guided inputs
Typeform reduces triage errors by enforcing validation on later questions and branching steps. The guided structure feeds downstream ticketing workflows more directly than survey-style data collection alone.
Knowledge teams that need canonical resolution history from community contributions
Vevox provides moderation queue mechanics plus accepted answers and tagging to stabilize which responses become canonical. This supports turning community threads into a resolution history that teams can reference.
Organizations that treat answer visibility as a permissions and scoping problem
Answerbase controls answer behavior using knowledge source scoping tied to access permissions. This matches environments where answer delivery must be governed by entitlement boundaries.
Experience and service organizations linking feedback analytics to service execution
Qualtrics ties feedback capture to managed knowledge content and downstream case handling through workflow-driven linkage. This is aligned to teams that need a shared operational truth across feedback and support.
Teams facilitating live Q&A sessions with host moderation and ranked audience questions
Slido supports real-time audience upvote ranking with host moderation controls during sessions. It targets meeting-based question flow rather than long-term accepted-answer lifecycle.
Common buying mistakes when evaluating Question Answer Software for resolution workflows
Misalignment usually happens when teams buy for community resolution but end up with form-only intake, or when teams buy for live Q&A but need persistent answer governance. The outcome is either unresolved ambiguity or extra governance work outside the tool.
Assuming a survey-style branching builder includes accepted-answer resolution workflows
SurveyMonkey supports branching logic inside survey projects but lacks expert routing and accepted-answer question resolution workflows. That gap forces resolution governance into external processes.
Treating live-event Q&A tools as durable knowledge bases
Slido is optimized for meeting-based participation with real-time upvotes and host moderation controls. Its lifecycle features like accepted-answer stabilization and versioning are limited compared with forum-first resolution tooling.
Overlooking the governance discipline needed to keep answer delivery from becoming stale
Answerbase governance requires strong discipline to prevent stale or overly broad answers when knowledge source scoping is misconfigured. Teams should validate knowledge-source boundaries before rolling out answer delivery at scale.
Choosing a workflow-driven experience platform when the team needs lightweight community mechanics
Qualtrics can link feedback, managed knowledge content, and case handling, but the Q&A user experience depends on broader workflow design. That setup complexity can outweigh the needs of teams that want moderation queues and community acceptance out of the box.
Assuming community moderation and resolution history are automatic without queue controls
Wooclap provides live facilitation views and aggregated participation visibility, but it is built for live engagement rather than moderated resolution history. Teams needing persistent moderation queue mechanics should evaluate Vevox first.
How We Selected and Ranked These Tools
We evaluated each tool on feature coverage, ease of setup, and value for support and knowledge teams that need routing, moderation, and resolution signals. Feature coverage counted for 40% because branching logic, moderation queue mechanics, and accepted-answer governance determine whether answers become canonical.
Ease and value each counted for 30% because teams must maintain the configuration needed for reliable routing and moderation workflows. Typeform led the ranking because branching logic tied to each response step with validation supports conditional routing inputs for ticketing workflows with higher ease and a stronger guided intake fit than forum-first or live-event products.
Frequently Asked Questions About Question Answer Software
How do Typeform and Jotform differ when turning questions into routed support intake?
Which tools support integration and API automation for moving Q&A content into other systems?
When does SSO and RBAC matter for a support knowledge workflow?
What breaks if moderated community workflows are treated as a static knowledge base?
How do Vevox and Slido handle moderation when question volume spikes during support events?
Which tool is better for guided troubleshooting with structured, reusable question components?
How do Answerbase and QuestionPro differ in how they turn user input into resolution outcomes?
When is data migration or knowledge ingestion a prerequisite, and which tools support it best?
What tradeoff shows up between community mechanics and lightweight intake forms?
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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