Commissioned Research
Top 10 Best Dtg Printer Software of 2026

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Manufacturing Engineering

Top 10 Best Dtg Printer Software of 2026

Compare dtg printer software tools for garment shops, covering key features, limits, and fit for different workflows and budgets.

27 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

Search agents gather the source set and the review record, including transcriptions of 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 rankings. Editorial policy

DTG printer software determines how artwork and production jobs move from design or data inputs into printer-ready output with consistent throughput. This comparison helps operators and technical evaluators weigh integration depth, job orchestration, and traceability controls when building repeatable DTG labeling and print workflows.

BarTender is the best pick for DTG shops needing reliable, template-driven production runs because it can merge variable fields from external data sources right into those templates, whereas ScanTrust fits DTG teams focused on verified scan workflows and audit-ready evidence since its scan-linked records make tamper-evident proof trails.

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

BarTender

Variable data merge from external data sources inside BarTender templates

Best for: DTG shops needing reliable, template-based print runs with automation

2

ScanTrust

Editor pick

Visual authentication with scan-linked evidence and verification records

Best for: DTG teams needing verified scan workflows and audit-ready production evidence

3

PrintNode

Editor pick

PrintNode API for printer job submission and status tracking across connected DTG devices

Best for: Operations teams integrating DTG printers into automated storefront workflows

Comparison Table

1
BarTenderBest overall
print automation
9.2/10
Overall
2
serialization
8.9/10
Overall
3
remote printing
8.6/10
Overall
4
print bridge
8.4/10
Overall
5
device app
8.2/10
Overall
6
industrial labeling
7.9/10
Overall
7
7.4/10
Overall
8
network printing
7.1/10
Overall
9
automation scripts
6.8/10
Overall
10
workflow printing
6.7/10
Overall
#1

BarTender

print automation

Label design and printing software that supports advanced print workflows and integrates with printer drivers for production environments.

9.2/10
Overall
Features9.2/10
Ease of Use9.1/10
Value9.3/10
Standout feature

Variable data merge from external data sources inside BarTender templates

BarTender stands out for label and print template workflows that can be driven from databases, spreadsheets, or automated data sources for repeatable DTG print runs. The software supports detailed layout design, barcode generation, and print-time variable fields so garment-specific graphics and identifiers can be produced consistently.

Device control centers on configuring print engines and using standardized templates to reduce manual setup between jobs. For DTG operations, it functions best as the central print data and layout layer that hands off print commands to supported hardware and workflows.

Pros
  • +Template-driven layouts with variable fields for consistent DTG job production
  • +Strong barcode and identifier generation for garment tracking and finishing workflows
  • +Database and script-style automation options reduce manual prepress steps
  • +Centralized job design supports repeating designs across many print runs
Cons
  • –DTG-specific setup can be complex when aligning templates with print drivers
  • –Advanced automation requires more configuration than basic one-off printing
  • –Live preview fidelity depends on correct device and media calibration

Best for: DTG shops needing reliable, template-based print runs with automation

#2

ScanTrust

serialization

Anti-counterfeiting and serialization platform that supports print-ready labeling workflows for manufacturing traceability outputs.

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

Visual authentication with scan-linked evidence and verification records

ScanTrust stands out by focusing on verified product traceability using scannable codes tied to audit-ready records. The platform supports visual authentication workflows, including image capture and evidence that can be attached to specific code scans.

Core capabilities center on lifecycle tracking, data validation, and managing scan-based interactions across distributed stakeholders. For DTG print operations, these features translate to tamper-evident confirmation of printed items and controlled proof trails from production to end-user verification.

Pros
  • +Verified scan evidence supports tamper-evident proof trails for DTG output
  • +Visual authentication workflows connect captured media to specific code scans
  • +Audit-oriented traceability helps coordinate production and fulfillment handoffs
  • +Workflow controls reduce misuse of codes after labeling and printing
Cons
  • –Setup complexity can be high for organizations needing custom mappings
  • –Workflow changes may require admin effort rather than rapid self-serve edits
  • –DTG-specific automation depends on integration and process alignment
  • –Non-technical teams can struggle with evidence and event configuration
Use scenarios
  • DTG production managers

    Link print batches to scannable evidence

    Faster batch traceability

  • Quality assurance teams

    Verify visual proof tied to scans

    Reduced dispute resolution time

Show 2 more scenarios
  • Brand and compliance managers

    Maintain audit-ready lifecycle documentation

    Audit-ready item histories

    Validate scan events and lifecycle data to support compliance workflows for distributed stakeholders.

  • Customer experience operations

    Enable end-user verification after delivery

    Lower counterfeit risk

    Provide controlled proof trails from production to end-user scan interactions for item authenticity checks.

Best for: DTG teams needing verified scan workflows and audit-ready production evidence

#3

PrintNode

remote printing

A remote print orchestration service that sends print jobs to network printers and supports centralized job handling.

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

PrintNode API for printer job submission and status tracking across connected DTG devices

PrintNode stands out as a cloud print automation service that connects DTG printers to web-based workflows. It provides device provisioning, job submission, and tracking APIs that support custom storefronts and fulfillment systems.

The platform also supports rules for mapping print requests to device capabilities and output formats. For DTG operators, it reduces manual intervention by standardizing how jobs reach hardware.

Pros
  • +Cloud APIs enable direct DTG job submission from custom apps
  • +Device management reduces manual setup across multiple print locations
  • +Job status visibility supports operational tracking and retry logic
  • +Rules mapping requests to printer parameters fit common DTG workflows
Cons
  • –API-first configuration can slow teams without engineering support
  • –DTG-specific controls may require workarounds when printers expose limited parameters
  • –Complex multi-device routing needs careful rule design
  • –Debugging print failures can require correlating job payloads and device responses
Use scenarios
  • DTG print shop operators

    Automate web order to printer jobs

    Fewer manual job handling steps

  • Production managers

    Control device selection by job specs

    More consistent output across devices

Show 2 more scenarios
  • E-commerce platform developers

    Integrate DTG fulfillment into storefronts

    Faster time to launch workflows

    The provisioning and workflow APIs connect custom storefront experiences to DTG printing without manual dispatching.

  • Fulfillment operations teams

    Monitor job status end-to-end

    Reduced order status mismatches

    Job tracking helps teams reconcile incoming orders with print progress and completion events.

Best for: Operations teams integrating DTG printers into automated storefront workflows

#4

QZ Tray

print bridge

JavaScript-friendly printing bridge that sends print jobs reliably to local printers for production automation workflows.

8.4/10
Overall
Features8.4/10
Ease of Use8.3/10
Value8.5/10
Standout feature

Secure print permissions with certificate-based authentication for JavaScript clients

QZ Tray distinguishes itself with a web-connected print spooling and a robust JavaScript-to-printer bridge for Windows, macOS, and Linux. It handles direct printing and printer status checks with fine-grained control over documents, which fits DTG print workflows that need reliable spooling.

Pros
  • +JS integration enables custom Dtg print logic without driver-dependent scripting
  • +Printer status and connection checks reduce failed garment production jobs
  • +Secure key-based permissions support controlled access for printing clients
  • +Reliable local spooling improves throughput for batched DTG prints
Cons
  • –Configuration and certificate setup add friction compared with simpler utilities
  • –DTG support depends on printer drivers and QZ Tray cannot fix driver limits
  • –Debugging print issues often requires developer tooling and logs
  • –Advanced workflow needs more custom integration than turnkey systems

Best for: Teams needing reliable DTG printing from custom web apps and local systems

#5

DYMO Connect

device app

Label creation and printing app and driver integration for DYMO label printers using connected device workflows.

8.2/10
Overall
Features8.2/10
Ease of Use8.2/10
Value8.2/10
Standout feature

Fast DYMO printer pairing plus live label preview for immediate print-ready layouts

DYMO Connect stands out as a lightweight utility for setting up DYMO labeling hardware and managing print jobs from a connected device. The core workflow supports creating and editing label content, previewing layouts, and printing through paired DYMO printers. It also handles basic device configuration tasks that keep day-to-day labeling consistent across sessions.

Pros
  • +Quick label creation with live layout preview and straightforward editing tools
  • +Simple printer pairing and reliable selection of connected DYMO devices
  • +Clean workflow for recurring labels without heavy setup or complex rules
  • +Basic label formatting options cover common shipping and asset tagging needs
Cons
  • –Limited suitability for full DTG production pipelines like RIP-driven color management
  • –Automation features are minimal compared with dedicated production print software
  • –DTF and DTG-specific workflows like spot color control and profiling are not supported

Best for: Small teams printing basic DYMO labels for workflow tracking and labeling

#6

EasyLABEL

industrial labeling

Industrial label design and printing software aimed at production tagging workflows with text, templates, and print scheduling.

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

Variable-data label support for generating barcodes and QR codes per record

EasyLABEL from Belden stands out as dedicated label-generation software tightly aligned with label printing workflows. The tool supports variable data labeling, barcode and QR code generation, and print-job setup for production runs.

Pros
  • +Variable-data label design with barcode and QR generation for item-level accuracy
  • +Template-driven workflows that speed repeat production runs
  • +Layout editing supports common label elements and print-ready composition
Cons
  • –DTG-adjacent positioning can limit fit for full textile production planning
  • –Workflow integration relies on compatible printer setups and exports
  • –Advanced automation and data import options feel constrained versus top workflow suites

Best for: Teams needing repeatable label templates with barcodes and variable data

#7

PaperCut Print Job Management

print management

A print management platform that centralizes print queues and job controls for manufacturing sites with distributed printers.

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

Print release workflow with authorization and policy enforcement per job

PaperCut Print Job Management stands out by centralizing print controls, tracking, and workflow policies across networked printers and embedded devices. It supports role-based access, job accounting, and print release workflows that fit production print environments needing tighter operator control.

Pros
  • +Strong job accounting with user, printer, and document-level logs
  • +Job release and authorization controls reduce unauthorized DTG usage
  • +Centralized policy management across multiple print devices and locations
  • +Role-based access supports operator workflows and administrative separation
Cons
  • –DTG-specific automation depends on how jobs integrate with print queues
  • –Advanced reporting and rules can require careful configuration and testing
  • –Live operator feedback during long DTG runs may feel limited versus native tools

Best for: Print shops needing DTG access control, accounting, and audit-ready reporting

#8

EpsonNet Print

network printing

A printer management utility that discovers network printers and supports print job routing for label and production printing workflows.

7.1/10
Overall
Features7.1/10
Ease of Use7.0/10
Value7.2/10
Standout feature

Network printer discovery and management via TCP/IP for Epson devices

EpsonNet Print focuses on device discovery and network printing workflows for Epson printers, including local and shared LAN setups. It supports common print job management actions like adding printers, monitoring availability, and sending print jobs over TCP/IP-connected devices. For DTG environments, it acts best as a print-path utility rather than a full production management system with RIP controls or garment workflow features.

Pros
  • +Simplifies Epson printer discovery over LAN with quick add workflows
  • +Sends and manages network print jobs without requiring RIP integration
  • +Supports multiple printer models and shared printer scenarios
Cons
  • –Does not provide DTG layout, RIP color management, or halftone control
  • –Limited support for advanced production queues and job tracking
  • –Primarily built for Epson network printing, not cross-vendor DTG orchestration

Best for: DTG shops needing simple network printer management for Epson devices

#9

EPL/PNG Print Utility

automation scripts

Command-line and script-driven printing utilities that enable converting print assets into printer-ready commands for compatible printer firmware.

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

EPL to PNG rendering for immediate visual validation of print commands

EPL/PNG Print Utility stands out for converting EPL printer commands into rendered PNG outputs for visual validation and troubleshooting. It adds a practical bridge between label-style printer command workflows and bitmap inspection without needing a full DTG print pipeline.

Pros
  • +Converts EPL command streams into PNG images for quick visual checks
  • +Supports file-based workflows that fit labeling and debugging needs
  • +Helps pinpoint rendering issues without running on physical printers
Cons
  • –Focused on EPL-to-image output rather than DTG RIP features
  • –Limited automation for production workflows and print job management
  • –Requires command familiarity to get reliable results

Best for: DTG teams needing EPL-to-bitmap verification for operators and QA

#10

Label Matrix

workflow printing

DIY label design and printing software that generates labels from database fields and exports print-ready output.

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

Variable data printing for generating multiple unique labels from imported datasets

Label Matrix stands out with its label and artwork workflow designed around industrial printing tasks and production repeatability. It supports variable data printing so teams can generate name, code, or serial-driven labels from a dataset. The core workflow focuses on laying out labels, managing print jobs, and producing consistent output for direct-to-garment labeling workflows.

Pros
  • +Variable data printing supports serials, names, and code-driven label runs
  • +Label layout tooling supports repeatable production templates
  • +Job management helps keep multi-run printing organized
  • +Export and print flows reduce manual rework between design and output
Cons
  • –Dtg-specific setup can require careful printer and media configuration
  • –Complex data imports can feel rigid compared with workflow-centric tools
  • –On-screen layout previews can be less intuitive for fine print alignment

Best for: DTG labeling shops needing repeatable layouts and variable data output control

Conclusion

After evaluating 10 dtg printer software, BarTender 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
BarTender

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 Dtg Printer Software

This buyer's guide helps DTG teams choose among BarTender, EPL/PNG Print Utility, EasyLABEL, DYMO Connect, Label Matrix, ScanTrust, QZ Tray, EpsonNet Print, PaperCut Print Job Management, and PrintNode. It maps concrete tool capabilities to real DTG production needs like variable data output, printer spooling reliability, and audit-ready verification workflows. The guide also highlights common configuration traps seen across label and print orchestration tools used alongside DTG hardware.

What Is Dtg Printer Software?

DTG printer software is the tooling used to prepare, route, and manage print jobs for direct-to-garment output, including layout generation, command delivery, and production control. It solves problems like consistent repeat runs, operator-safe job execution, and traceable evidence when garments must be verified after production. Some tools focus on print layout and variable data templates like BarTender and EasyLABEL. Other tools function as print-path or orchestration layers for job submission and control like QZ Tray and PaperCut Print Job Management.

Key Features to Look For

These features determine whether a DTG workflow stays consistent during repeat production runs and whether failures are easy to troubleshoot.

  • Variable data merges for repeatable DTG job production

    Variable data merges let unique garment-specific identifiers and graphics render reliably from external fields into repeatable templates. BarTender enables variable data merge from external data sources inside templates, and Label Matrix supports variable data printing from imported datasets for multiple unique labels from one job. EasyLABEL also generates barcode and QR code per record using variable-data label support.

  • EPL and bitmap verification for operator QA

    EPL-to-bitmap or rendered verification shortens troubleshooting loops by letting operators confirm what command streams will look like before committing to physical output. EPL/PNG Print Utility converts EPL command streams into rendered PNG outputs for immediate visual validation. This avoids relying on physical printing just to confirm that a command sequence is rendering correctly.

  • Print spooling reliability with secure client-to-printer delivery

    Reliable spooling prevents failed batches during high-volume production and supports custom automation clients. QZ Tray provides a JavaScript-to-printer bridge with local spooling and includes secure key-based permissions with certificate-based authentication. This helps teams deliver DTG print commands from web or kiosk workflows while reducing driver-dependent scripting issues.

  • Centralized printer routing and discovery for Epson LAN setups

    Network discovery and routing reduce manual setup for operators who share Epson devices over LAN. EpsonNet Print focuses on discovering Epson network printers over TCP/IP and sending print jobs without requiring RIP-style integration. It is a print-path utility for getting jobs to Epson hardware consistently.

  • Print queue authorization, access control, and job accounting

    Role-based access and job accounting prevent unauthorized DTG use and improve audit trails for long production runs. PaperCut Print Job Management centralizes print controls with print release workflows and policy enforcement per job. It also records job history with user, printer, and document-level logs to support troubleshooting and accountability.

  • Verified scan-linked evidence for tamper-evident DTG traceability

    Scan-linked evidence ties production output to verifiable records and creates controlled proof trails. ScanTrust provides visual authentication workflows that attach captured media to specific code scans and supports audit-oriented traceability. This is suited to DTG operations where end-user verification must be evidence-backed.

How to Choose the Right Dtg Printer Software

The fastest selection approach is to match the tool’s job stage to the workflow stage that currently breaks, delays, or fails.

  • Match the tool to the workflow stage that needs control

    If the bottleneck is repeatable template creation and per-garment identifiers, choose BarTender because it supports variable data merges inside templates for consistent DTG print runs. If the bottleneck is generating production tags with barcodes and QR codes per item, choose EasyLABEL because it supports variable-data label generation for barcodes and QR codes per record.

  • Choose a pre-flight and QA path for command rendering issues

    If operators need to verify print command output visually before sending to hardware, use EPL/PNG Print Utility to convert EPL command streams into PNG images. If the main need is pushing jobs from an app to local printers with predictable spooling, choose QZ Tray because it performs secure printer access checks and reliable local job handling for custom clients.

  • Decide between local print control and centralized job governance

    If the goal is centralized authorization and audit-ready accounting across distributed printers, PaperCut Print Job Management provides print release workflow controls with role-based access. If the requirement is a cloud-first submission and tracking layer for web and fulfillment systems, choose PrintNode because it provides APIs for device provisioning, job submission, job status visibility, and retry logic.

  • Optimize for your specific device and network environment

    If the DTG shop runs Epson printers over a LAN and needs discovery plus TCP/IP print routing, EpsonNet Print supports network printer discovery and job sending. If the environment is more DYMO-label oriented for workflow tagging and quick printer pairing, DYMO Connect provides fast printer pairing plus live label preview for immediate print-ready layouts.

  • Add traceability only when the business process requires verification evidence

    If garments must be verified with audit-ready proof trails and scan-linked confirmation, choose ScanTrust because it links captured visual evidence to code scans and validation records. If the focus is still on serial or dataset-driven label repeatability rather than verified authentication, choose Label Matrix because it supports variable data printing from imported datasets and label layout repeatability.

Who Needs Dtg Printer Software?

DTG printer software fits different roles across production, QA, and operations systems depending on whether the priority is layout repeatability, job orchestration, or verified traceability.

  • DTG shops needing template-based repeat runs with variable data identifiers

    BarTender is the strongest fit for DTG shops that require variable data merges from external data sources inside templates so garment graphics and identifiers stay consistent across many print runs. Label Matrix also fits when the shop needs variable data printing from imported datasets for generating multiple unique labels from a dataset.

  • DTG teams that must verify print commands visually before production

    EPL/PNG Print Utility is a match for teams that need EPL-to-PNG rendering so operators can validate command streams without running physical DTG jobs. This reduces wasted output when command mapping or label definitions break.

  • Operations teams integrating DTG printers into web and storefront automation

    PrintNode fits operations teams that need cloud APIs for printer job submission, device management, and job status tracking. QZ Tray fits when the integration must run through JavaScript clients with certificate-based secure print permissions and reliable local spooling.

  • Print shops needing controlled DTG access, accounting, and audit-ready reporting

    PaperCut Print Job Management fits shops that require print release workflows with authorization and policy enforcement per job. It also supports job accounting and job history logs for troubleshooting and operational auditing.

Common Mistakes to Avoid

Several recurring missteps appear when DTG teams pick tools based on label printing convenience instead of the exact production stage the tool must serve.

  • Buying a label utility when the workflow needs DTG production orchestration

    DYMO Connect is optimized for DYMO label printer pairing and basic label printing and it does not provide RIP color management or DTG-specific workflows like profiling. EpsonNet Print is optimized for Epson network printer discovery and TCP/IP job routing and it does not provide DTG layout or halftone control.

  • Skipping a visual QA step for command-based workflows

    EPL/PNG Print Utility exists specifically to render EPL commands into PNG for immediate visual validation so QA can catch mapping failures early. Without that kind of verification, teams often waste time troubleshooting by printing full batches just to spot rendering problems.

  • Underestimating configuration friction in secure spooling setups

    QZ Tray adds friction through certificate setup and secure permissions that require proper configuration before production printing works smoothly. Teams that expect a turnkey print button often hit avoidable delays when certificate and permissions are not ready.

  • Treating serialization and evidence as the same thing as print formatting

    ScanTrust focuses on verified scan workflows that attach visual authentication evidence to specific code scans for tamper-evident proof trails. Tools like BarTender and Label Matrix emphasize template and variable data generation and they do not replace audit-ready scan-linked evidence workflows.

How We Selected and Ranked These Tools

we evaluated every tool on three sub-dimensions: features with weight 0.4, ease of use with weight 0.3, and value with weight 0.3. The overall rating is the weighted average calculated as overall = 0.40 × features + 0.30 × ease of use + 0.30 × value. BarTender separated itself from lower-ranked tools by combining high-impact features with operational repeatability, especially variable data merge from external data sources inside templates for consistent DTG print runs. This blend of template workflow capability and workflow throughput translated into stronger features and ease-of-use alignment for production label and garment identifier output.

Frequently Asked Questions About Dtg Printer Software

Which DTG printer software options support API-driven job submission?
PrintNode provides device provisioning plus job submission and status tracking APIs for web-based fulfillment workflows. QZ Tray uses a JavaScript-to-printer bridge for controlled spooling from custom Windows, macOS, or Linux applications.
How does PaperCut Print Job Management control access to DTG print functions?
PaperCut Print Job Management enforces role-based access, job authorization, and print release workflows on networked printers. It also centralizes job accounting and job history logs, which helps troubleshoot denied requests and operator errors.
What security model fits DTG printing from browsers or kiosks?
QZ Tray supports certificate-based authentication for JavaScript clients, which limits who can send print jobs through the browser bridge. PrintNode also standardizes how print requests reach connected devices through its API, which reduces manual per-device handling.
How should data migration be handled when switching from one DTG workflow to another?
BarTender can serve as a variable-data merge layer when existing print data lives in spreadsheets or databases, which reduces the need to redesign templates from scratch. Label Matrix similarly consumes datasets to produce repeatable label outputs, which supports moving item identifiers into a new labeling workflow.
Which tools handle variable data for repeated garment and label runs?
BarTender supports template-driven variable fields so garment-specific graphics and identifiers remain consistent across runs. EasyLABEL and Label Matrix both focus on variable record output, with barcodes and QR generation for labels produced alongside DTG production.
What breaks if a DTG shop needs RTP-style visual validation before sending print commands?
EPL/PNG Print Utility is built for command-to-image rendering, so it supports visual inspection of EPL-style command streams but it does not replace a full DTG RIP or production-management layer. EpsonNet Print and QZ Tray can send jobs to devices, but neither provides a command-to-bitmap validation step like EPL/PNG Print Utility.
When does DTG teams printing over a LAN choose EpsonNet Print instead of a full production manager?
EpsonNet Print targets device discovery and network printing workflows for Epson printers via TCP/IP, which fits teams that primarily need printer path management. PaperCut Print Job Management adds centralized policies and accounting when operator control and audit trails matter across shared print infrastructure.
Which tools fit a hot-folder or automated request workflow without custom printer-driver handling?
PrintNode supports mapping print requests to device capabilities and tracking job status across connected DTG printers via its APIs. QZ Tray provides a configuration model that connects web-apps or custom tools to local spooling through a JavaScript bridge.
Where does extensibility matter most for DTG operations that add new devices or formats frequently?
PrintNode supports provisioning and job submission through APIs, which reduces per-device custom scripts when device counts change. PaperCut Print Job Management improves extensibility through policy configuration, because RBAC, job accounting, and print release controls apply consistently across the print environment.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

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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