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Top 10 Best Disc Profile Software of 2026

GITNUXSOFTWARE REVIEW

Technology & Digital Media

Top 10 Best Disc Profile Software of 2026

Compare disc profile software tools for creating behavior reports, with tradeoffs for teams evaluating options like Tony Robbins DISC.

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

Disc profile software tools translate behavioral observations into consistent reports for hiring, coaching, and team development. This comparison helps HR analysts and operators weigh setup effort, reporting outputs, and integration paths, including automation and data handling for workflows like onboarding and performance conversations.

Tony Robbins DISC is the best pick for leadership teams that need structured DISC reports because it turns each profile into coaching-ready interpretation text that stays consistent across link-based assessments, while Traitify is a strong alternative for mid-size teams that want API-driven batch deployment with repeatable report formatting.

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

Tony Robbins DISC

Coaching report generator converts each DISC profile into interpretation text aligned to practical behavior guidance.

Best for: Fits when leadership teams need structured DISC reports and repeatable link-based assessment collection without heavy customization.

2

Traitify

Editor pick

Batch assessment deployment that pairs respondent link distribution with consistent report output formatting.

Best for: Fits when mid-size teams need repeatable DISC assessments with API-driven workflow integration.

3

Assessments 24x7 DISC

Editor pick

Coaching report generator produces DISC-linked guidance tied to each respondent’s behavioral pattern results.

Best for: Fits when HR and leadership teams need repeatable DISC profiles with team-level comparisons and coaching notes.

Comparison Table

1
Tony Robbins DISCBest overall
SMB
9.3/10
Overall
2
API-first
8.9/10
Overall
3
8.6/10
Overall
4
enterprise
8.4/10
Overall
5
8.0/10
Overall
6
7.9/10
Overall
7
7.5/10
Overall
8
7.3/10
Overall
9
6.9/10
Overall
10
enterprise
6.6/10
Overall
#1

Tony Robbins DISC

SMB

Online DISC personality assessment platform focused on individual and team behavioral profiles.

9.3/10
Overall
Features9.3/10
Ease of Use9.4/10
Value9.2/10
Standout feature

Coaching report generator converts each DISC profile into interpretation text aligned to practical behavior guidance.

Tony Robbins DISC delivers a structured DISC assessment flow that generates a behavioral profile report from a respondent questionnaire. It focuses on scoring and profile interpretation built around the four-quadrant dominance, influence, steadiness, and compliance framework.

The workflow is designed for sending assessment links, collecting completed results, and producing coaching-oriented outputs from individual profiles. Team views are supported through group behavioral aggregate style reporting for comparing respondents and tracking patterns across a cohort.

Pros
  • +DISC assessment workflow with consistent four-quadrant scoring output
  • +Assessment link distribution and bulk result collection supports faster deployments
  • +Behavioral pattern visualization helps readers interpret scores quickly
  • +Coaching report generator ties results to practical behavioral guidance
Cons
  • –Limited automation depth for custom scoring models beyond the standard framework
  • –Profile export format coverage can feel narrow for advanced reporting needs
  • –No clearly documented assessment API integration for automated provisioning
  • –Team dynamics overlay stays at aggregate level instead of role-based drilldowns
Use scenarios
  • Executive coaching providers

    Generate client DISC behavior reports

    Faster coaching prep

  • Talent leadership teams

    Compare cohort behavioral patterns

    Clearer coaching priorities

Show 1 more scenario
  • HR development coordinators

    Track improvements across training waves

    Better training follow-through

    Run repeated DISC assessments and use profile outputs to discuss behavioral changes after programs.

Best for: Fits when leadership teams need structured DISC reports and repeatable link-based assessment collection without heavy customization.

#2

Traitify

API-first

Visual personality assessment platform that offers a DISC product for talent and development use cases.

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

Batch assessment deployment that pairs respondent link distribution with consistent report output formatting.

Traitify is a DISC profile software solution built around configurable questionnaires and report generation for behavioral profile work. It supports end-to-end assessment workflows, including respondent link distribution, scoring outputs, and report export for use in coaching and team communications.

The experience centers on repeatable configuration so organizations can run consistent assessments across groups. Traitify also provides integration paths for identity and downstream systems through its API and automation surface.

Pros
  • +Configurable assessment flow from link distribution to report delivery
  • +API-friendly outputs designed for downstream HR and talent workflows
  • +Batch assessment deployment reduces manual assignment effort
  • +Behavioral pattern visualization supports team-level conversations
Cons
  • –Disc profile exports can require mapping work into internal formats
  • –RBAC and governance controls may be limited for large multi-admin teams
  • –Profile comparison matrix depth is less advanced than dedicated analytics tools
  • –Advanced automation beyond report delivery can be constrained by API granularity
Use scenarios
  • HR and learning ops teams

    Standardize DISC assessments by role

    Comparable team insights

  • People analytics teams

    Automate respondent intake workflows

    Less manual follow-up

Show 1 more scenario
  • Internal coaching program admins

    Export DISC reports for sessions

    More consistent coaching materials

    Generate and export DISC profile reports that coaches can use in team communications.

Best for: Fits when mid-size teams need repeatable DISC assessments with API-driven workflow integration.

#3

Assessments 24x7 DISC

enterprise

Assessment platform that includes DISC profiles for hiring, leadership, and development workflows.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Coaching report generator produces DISC-linked guidance tied to each respondent’s behavioral pattern results.

Assessments 24x7 DISC focuses on end-to-end respondent flow from questionnaire delivery to a finalized behavioral profile report. The product applies an assessment scoring algorithm to generate profile outputs that can be compared across individuals or aggregated for team dynamics overlays. The reporting layer includes a behavioral insights dashboard and coaching report generator that converts results into narrative recommendations.

A key tradeoff is that deep customization of the scoring model and the four-quadrant behavioral model is limited compared with tools that support full engine extensibility via assessment API integration. Assessments 24x7 DISC fits teams that need reliable turnaround on multiple respondents and repeatable behavioral profile formatting for leadership and onboarding.

Pros
  • +Consistent behavioral profile reports from standardized scoring flow
  • +Coaching report generator turns DISC results into guided recommendations
  • +Behavioral insights dashboard supports quick individual and team review
  • +Exports usable profile formats for downstream HR workflows
Cons
  • –Limited extensibility of the scoring model compared with API-first tools
  • –Complex scenarios can require careful questionnaire configuration discipline
  • –Deep role-specific report tailoring needs manual setup work
  • –Advanced group benchmarking requires more effort than single-profile review
Use scenarios
  • Talent management teams

    Onboarding coaching from DISC profiles

    Faster onboarding conversations

  • Learning and development

    Leadership training audience segmentation

    More relevant training content

Show 2 more scenarios
  • HR operations teams

    Batch distribution and reporting

    Higher assessment completion rate

    Send assessment links at scale and track completion to produce consistent behavioral profile outputs.

  • People analytics teams

    Profile export for integration

    Centralized analytics reporting

    Export profile results into external reporting workflows for behavioral pattern visualization.

Best for: Fits when HR and leadership teams need repeatable DISC profiles with team-level comparisons and coaching notes.

#4

Thomas PPA

enterprise

Workplace assessment platform that includes DISC-style behavioral profiling for recruitment and development.

8.4/10
Overall
Features8.4/10
Ease of Use8.4/10
Value8.4/10
Standout feature

Team dynamics overlay that aggregates individual profiles into a group behavioral aggregate view for team coaching.

Thomas PPA is a disc profile software solution built around delivering behavioral profile reports from a respondent questionnaire. It supports assessment configuration, result scoring, and report generation for behavioral competency mapping and team dynamics work.

Pros
  • +Assessment-to-report workflow covers questionnaire, scoring, and profile output
  • +Behavioral competency mapping output supports coaching report generation
  • +Team dynamics overlay helps compare individuals for group behavioral aggregate views
  • +Profile export formats support downstream HR or L and D reporting
Cons
  • –Limited integration depth can require manual steps for HR system alignment
  • –Batch assessment deployment needs careful setup to maintain consistent configuration
  • –Assessment scoring algorithm options may not cover all normative and ipsative use cases
  • –Reporting layouts can require admin discipline to standardize across teams
Use scenarios
  • Workforce planning teams

    Map behaviors to training needs

    Targeted training actions

  • Team development facilitators

    Align team dynamics using dashboards

    Fewer discussion dead-ends

Show 1 more scenario
  • HR coordinators

    Distribute assessments and store profiles

    Centralized assessment records

    Send assessments, capture responses, and produce an exportable profile record for HR processes.

Best for: Fits when HR teams need repeatable disc profile reports with structured coaching outputs.

#5

Crystal

SMB

Personality profile software that includes DISC-style profiles for communication and sales workflows.

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

Coach-ready behavioral profile reports generated directly from Crystal’s disc assessment scoring workflow.

Crystal is a disc profile software solution from crystalknows.com that centers on structured behavioral assessments and formatted behavioral profile report outputs. It supports team-facing interpretation using a four-quadrant behavioral model and produces a behavioral profile report that can be read without manual scoring spreadsheets.

Pros
  • +Four-quadrant behavioral model scoring for consistent disc profile outputs
  • +Assessment link distribution workflow supports controlled respondent intake
  • +Readable behavioral profile report formatting for coach-ready summaries
  • +Profile export formats fit common HR handoff and documentation needs
Cons
  • –Limited visibility into assessment scoring algorithm details for advanced analysts
  • –Automation depth for batch assessment deployment is weaker than top-tier tools
  • –Extensibility options for custom questionnaires are constrained for specialized inventories
  • –RBAC and audit log coverage is not detailed enough for strict governance teams
Use scenarios
  • Coaching organizations

    Deliver readable DISC reports to clients

    Faster interpretation

  • HR business partners

    Share behavioral profiles for coaching

    More actionable conversations

Show 1 more scenario
  • Assessment program administrators

    Manage assessment distribution at scale

    Lower admin overhead

    Administer questionnaire delivery and produce profile exports for downstream HR workflows.

Best for: Fits when HR teams need consistent disc profiles and coach-ready reports without custom psychometric work.

#6

DISCflex

SMB

DISC assessment software for hiring, coaching, training, and team development.

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

Assessment API integration that delivers scored profile results into external workflows without manual report copy.

DISCflex supports the full assessment workflow with respondent questionnaire delivery using shareable assessment links, plus batch deployment for cohorts. Report output covers behavioral pattern visualization, team dynamics overlay, and profile comparison matrix views for multi-person analysis. A behavioral insights dashboard ties completion rate signals to reporting, which helps teams decide when to rerun or extend collection windows.

Pros
  • +Batch assessment deployment speeds cohort scoring and reporting
  • +Profile comparison matrix supports multi-person behavioral contrast
  • +Behavioral insights dashboard links completion signals to report readiness
  • +Assessment API integration enables results to flow into internal systems
Cons
  • –Governance depth requires careful configuration for large respondent programs
  • –Advanced team dynamics overlay depends on consistent role grouping inputs
  • –Export formats can require post-processing for strict dashboard tooling
  • –Complex workflows take longer to set up than basic report generation
Use scenarios
  • HR analytics teams

    Quarterly team dynamics assessment rollout

    Faster quarterly review cycles

  • Leadership development ops

    Coaching report generator for onboarding

    Consistent coaching inputs

Show 2 more scenarios
  • Talent acquisition teams

    Role-fit comparison between candidates

    More consistent shortlisting signals

    Uses profile comparison matrix views to standardize behavioral contrast across finalist groups.

  • HRIS and systems teams

    Automated profile publishing to tools

    Reduced manual data handling

    Feeds assessment outputs via API integration into internal applications and reporting pipelines.

Best for: Fits when organizations need repeatable DISC profile reporting with cohort automation and API-driven integration.

#7

123test DISC Personality Test

self-serve

Online assessment site that provides DISC personality testing and profile reporting.

7.5/10
Overall
Features7.5/10
Ease of Use7.6/10
Value7.4/10
Standout feature

Browser-first DISC respondent workflow with shareable behavioral profile report outputs for coaching and internal alignment.

123test DISC Personality Test is aimed at teams that need DISC profile delivery and readable behavioral profile report outputs without building internal assessment systems.

Pros
  • +Fast assessment link distribution and short respondent questionnaire flow
  • +Behavioral profile report output aligned to four-quadrant DISC mapping
  • +Clear interpretation text that fits coaching and internal discussion
  • +Export options support sharing profiles beyond the scoring screen
Cons
  • –Limited evidence of assessment API integration for system-to-system workflows
  • –Basic admin controls for large-scale governance and role-based access
  • –Narrow customization depth for scoring and behavioral interpretation
  • –Batch assessment deployment tooling appears limited for high-throughput teams
Use scenarios
  • HR teams without assessment tooling

    Run DISC tests via links

    No internal build required

  • External coaches

    Share DISC results in handoffs

    Consistent client outputs

Show 1 more scenario
  • Team managers

    Review DISC profiles for team coaching

    More focused coaching sessions

    Use the readable report outputs to guide behavioral discussions during team development sessions.

Best for: Fits when teams need quick DISC profile reports and interpretation without heavy integration or governance requirements.

#8

TTI Success Insights

enterprise

Behavioral assessment platform that includes DISC-based reports for hiring, coaching, and talent development.

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

Coaching report generator converts DISC results into role-relevant guidance for managers who run follow-up conversations.

TTI Success Insights delivers DISC assessment delivery, scoring, and reporting built around structured respondent questionnaires and behavioral profile outputs. The workflow centers on generating a behavioral profile report plus coaching-ready summaries that support hiring, onboarding, and team development decisions.

Pros
  • +Assessment link distribution supports repeatable batch deployment workflows
  • +Behavioral report outputs include coaching-ready narrative sections for stakeholders
  • +Scoring and profile comparisons are organized for practical team discussions
  • +Administration workflows align with recurring hiring and onboarding cycles
Cons
  • –Deeper automation relies on integration setup rather than out-of-the-box sync
  • –Configuration options can be too granular for teams that only need basic reporting
  • –Export formats may require downstream formatting for standardized HR dashboards
  • –Managing large group analyses depends on disciplined assessment completion tracking
Use scenarios
  • Talent acquisition teams

    Use DISC in onboarding decisions

    More informed onboarding

  • HR operations teams

    Automate assessment deployment

    Lower deployment effort

Show 1 more scenario
  • Learning and development directors

    Centralize results for talent programs

    Improved program visibility

    Manage consistent completion and centralized administration of DISC results across programs.

Best for: Fits when HR teams need structured DISC delivery, report generation, and consistent outcomes for hiring and team coaching.

#9

PeopleKeys

SMB

DISC assessment software and reports for workplaces, teams, and individual development.

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

Profile comparison matrix views help stakeholders interpret how two or more disc profiles differ for team dynamics.

PeopleKeys is a disc profile software solution that centers on producing behavioral profile reports for workplace use cases. It provides an assessment workflow for collecting respondent questionnaire answers, scoring results, and generating a behavioral profile report for stakeholders.

Pros
  • +Assessment-to-report workflow covers respondent collection, scoring, and report generation
  • +Profile comparison support helps teams interpret differences across individuals
  • +Exportable report outputs fit HR sharing and internal documentation needs
  • +Team discussion materials can be generated from the behavioral profile data
Cons
  • –Limited visibility into how the scoring algorithm maps responses to the four-quadrant model
  • –Automation depth can be thin for high-volume batch deployment without custom integration work
  • –API surface for assessment API integration is not clearly positioned for external systems
  • –Role-based governance controls and audit log granularity appear minimal for large enterprises
Use scenarios
  • Workplace coaching teams

    Guide coaching using DISC profiles

    More targeted coaching

  • Team leads

    Compare behavioral styles across teams

    Clearer behavioral agreements

Show 1 more scenario
  • HR administrators

    Export results into HR workflows

    Smooth HR handoffs

    Manage assessment delivery and export profile results for downstream HR process adoption.

Best for: Fits when mid-size teams need consistent disc profile reporting with shareable outputs for coaching and team discussions.

#10

PXT Select

enterprise

Hiring assessment platform that includes a behavioral model built on DISC theory.

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

Assessment link distribution with completion tracking across batches streamlines administering disc profiles at scale.

PXT Select provides respondent questionnaire delivery via assessment links and returns profile reports that map a respondent’s responses to a disc-based behavioral output. It includes completion tracking so admins can monitor assessment status across multiple recipients and rerun assignments when needed. Report handling supports exporting profile outputs for use in internal review meetings and external documentation needs.

Pros
  • +Assessment link delivery supports fast respondent onboarding without manual spreadsheets
  • +Completion status tracking reduces follow-up work across multiple candidates
  • +Exports keep reports usable in internal HR review and coaching notes
  • +Batch assessment deployment supports scheduled group workflows
Cons
  • –Limited control over scoring configuration compared with fully configurable engines
  • –API depth for custom integrations is narrower than top automation-focused competitors
  • –Team-level visualization options can feel basic for advanced group analytics
  • –Complex governance like fine-grained permissions may require tighter process discipline
Use scenarios
  • HR talent acquisition teams

    Send disc assessments during screening

    Faster candidate pipeline decisions

  • Learning and development teams

    Generate coaching-ready behavioral summaries

    More consistent coaching conversations

Show 2 more scenarios
  • People analytics teams

    Benchmark internal teams consistently

    Comparable team-level reporting

    Teams export results for internal comparisons and incorporate profile outputs into review packs.

  • Consulting assessment providers

    Run assessments for multiple clients

    Lower admin overhead

    Providers deliver respondent links and standardize report exports for client deliverables.

Best for: Fits when HR and L&D teams need repeatable disc assessment delivery and shareable reports.

Conclusion

After evaluating 10 disc profile software, Tony Robbins DISC 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
Tony Robbins DISC

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 Disc Profile Software

How do DISCflex and Traitify differ in getting from questionnaire delivery to report output?
DISCflex supports questionnaire delivery and then pushes scored results into structured behavioral profile reports with cohort automation and an assessment API surface. Traitify focuses on configurable questionnaire setup and repeatable report formatting, then pairs that configuration with batch assessment deployment.
Which tools provide an assessment API surface for integrating DISC results into other systems?
DISCflex exposes an assessment API integration path that delivers scored profile results into external workflows. Traitify also provides an API and automation surface for identity and downstream system connectivity, and both tools reduce manual report transfer.
When do link-based distributions and completion tracking matter most compared with batch deployment?
PXT Select and TTI Success Insights emphasize assessment link distribution with completion tracking, which is useful when respondents are scheduled across time and managed via per-link completion signals. DISCflex and Traitify support batch assessment deployment paired with monitoring, which fits workflows that run repeated assessments across defined groups.
What breaks if an organization needs group-level coaching outputs rather than only individual profiles?
Crystal centers on coach-ready behavioral profile report outputs, but it does not position group aggregation as the primary workflow. Thomas PPA and PeopleKeys support profile comparison views and group dynamics interpretations, and those views are the difference when team-level patterns drive coaching.
How do Crystal and Assessments 24x7 DISC handle scoring and validity steps during report generation?
Crystal uses a structured scoring workflow to generate readable behavioral profile reports without requiring manual scoring spreadsheets. Assessments 24x7 DISC includes a built-in scoring and validity workflow to keep report consistency, then outputs shareable profile artifacts and exports.
Which tools support controlled sharing through links, and how do they handle completion monitoring?
PXT Select and TTI Success Insights both emphasize shareable results through controlled links tied to completion tracking across batches. Assessments 24x7 DISC also supports link-based distribution with batch-style completion tracking, then packages results into shareable profile artifacts.
How do admin controls and respondent data handling differ between Thomas PPA and DISCflex?
DISCflex positions administrators around respondent links, batch assessment deployment, and monitoring completion signals inside a behavioral insights dashboard. Thomas PPA supports assessment configuration and distribution plus a behavioral insights dashboard and an exportable profile record, but it is less explicit about API-first external workflow publishing.
What extensibility approach works best when HR systems already rely on identity and workflow automation?
Traitify provides integration paths through its API and automation surface, which fits identity provisioning and automated downstream actions tied to assessment runs. DISCflex focuses on an assessment API integration surface that publishes scored results into external workflows, which fits systems expecting normalized result payloads.
Where does PeopleKeys fall short if teams need a detailed team dynamics overlay rather than comparison matrices?
PeopleKeys emphasizes profile comparison matrix views for stakeholders interpreting differences across profiles for team discussion. Thomas PPA adds a team dynamics overlay that aggregates individual profiles into a group behavioral aggregate view, which is the missing workflow when coaching needs roll-up group interpretation.
How should evaluators compare coaching report generators across tools?
Assessments 24x7 DISC and TTI Success Insights both generate coaching report outputs tied to respondent results, but TTI Success Insights frames that output for manager follow-up conversations. Tony Robbins DISC also generates coaching-oriented interpretation text, and it adds group behavioral aggregate style reporting for cohort pattern tracking.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Disc Profile Software

We separate disc profile software by how it scores and visualizes assessments, how reliably it turns results into usable reports, and how well it supports consistent re-use across teams. The biggest differences usually show up in DISC mapping, report exports, and workflow automation.

DISC scoring method transparency

Why it matters

With DISC scoring method transparency, we can see how answers become D/I/S/C outputs and whether the results look consistent with how we interpret behavior. That reduces “black box” surprises when teams compare outcomes.

How to check

Ask for a sample assessment output from a short test response set and review the visible scoring explanation. If the product offers different scoring modes, confirm which one it uses for the default DISC result.

Profile reliability and consistency checks

Why it matters

Reliability checks in DISC profile software help us trust that profiles won’t swing wildly from minor completion differences. Consistency matters when the same people get assessed more than once.

How to check

During a demo, request to see any built-in completion checks or result consistency indicators tied to the generated profile. Then ask what happens when a respondent provides incomplete or inconsistent answers.

Actionable report and visualization quality

Why it matters

In DISC profile software, report quality determines whether managers actually use the outputs for coaching and team communication. Clear visuals and plain-language summaries reduce the gap between assessment and action.

How to check

Request example reports for at least two different profile patterns and compare how each explains D/I/S/C tendencies. Check whether the report includes guidance that matches the same labels used in the assessment results.

Assessment workflow automation

Why it matters

Automation in DISC profile software saves time and keeps results consistent across repeated assessments. It also reduces manual steps that can cause mismatched profiles or stale data.

How to check

Ask the demo team to walk through a full workflow: create an assessment, send it, generate results, and deliver reports. Watch whether batch processing and scheduled repeats are available in the normal workflow.

Report export and formatting control

Why it matters

Report export and formatting control lets us reuse DISC outputs in existing HR or learning processes. If exports are rigid, we lose context or create extra manual work.

How to check

Check available export formats and whether headers, branding, and key fields can be configured. Ask to export the same profile twice and confirm the content stays consistent across runs.

Red flags

  • Scoring is shown but can’t be explained or reproduced with a sample response set
  • Reports look polished but don’t align with the underlying DISC outputs
  • Workflow automation still requires manual steps after sending assessments

Fit by situation

  • If we need to defend how DISC results are produced to internal stakeholders, prioritize DISC scoring method transparency.
  • If we re-assess the same people over time, prioritize Profile reliability and consistency checks.
  • If we push results into HR routines and need recurring updates, prioritize Assessment workflow automation.
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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