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Art DesignTop 10 Best Embroidery Lettering Software of 2026
Top 10 embroidery lettering software tools ranked with criteria, strengths, and tradeoffs for digitizers, stitchers, and small studios.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
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Janome Artistic Digitizer is the best pick for Janome machine users doing letter-heavy work that needs iterative stitch control for steady results, while Wilcom EmbroideryStudio fits commercial, standardized lettering across many similar jobs and EOS Embroidery Software is better when production demands manual spacing and underlay behavior
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Janome Artistic Digitizer
Letter layout editing with per-character positioning controls geared for embroidery stitch outcomes.
Best for: Fits when letter-heavy projects need iterative stitch control for stable output.
Wilcom EmbroideryStudio
Editor pickMonogram layout automation keeps multi-initial spacing aligned while letterforms follow curved or stepped placements.
Best for: Fits when commercial letter digitizing needs standardized stitch behavior across many similar jobs.
Ink/Stitch
Editor pickLettering workflows run inside Inkscape with a stitch editor that preserves vector intent through conversion.
Best for: Fits when lettering needs stitch-level control and vector layout iteration.
Comparison Table
Janome Artistic Digitizer
SMBEmbroidery digitizing and editing software with lettering and monogram tools for Janome machine users.
Letter layout editing with per-character positioning controls geared for embroidery stitch outcomes.
Janome Artistic Digitizer is built around lettering layouts that can be adjusted without leaving the stitch editing environment. It provides stitch sequence control tools for underlay, trims, and tie-off options, which matters when letterforms need clean edges and stable coverage. Import handling and conversion workflows let vector-based artwork become embroidery stitches, then refine through on-canvas editing and stitch property panels.
A tradeoff appears in automation depth, since auto-digitizing is not the primary workflow for every lettering decision, especially for complex curved monograms. It fits best when a studio needs fast iteration on existing layouts using manual digitizing adjustments, then outputs to a compatible embroidery file workflow for production.
- +Letter-centric layout tools speed kerning and baseline tweaks
- +Fine control over underlay and edge behavior for lettering
- +Stitch sequence edits support trims and tie-off options
- +Janome-oriented output workflow reduces machine handoff effort
- –Auto-digitizing coverage is limited for highly stylized scripts
- –Complex lettering often needs multiple manual refinement passes
- –Thread and trim outcome depends on stitch property discipline
- –Some machine-oriented workflow steps add extra conversion actions
Small custom embroidery shops
Monograms on caps with consistent spacing
Consistent stitch density across characters
Production digitizers
Script lettering revisions from customer proofs
Fewer remakes after reproofing
Show 1 more scenario
Janome-focused operators
Repeat orders for the same letter set
Faster design to stitch handoff
Use the Janome-centered file workflow to move from layout edits to machine-ready stitches quickly.
Best for: Fits when letter-heavy projects need iterative stitch control for stable output.
Wilcom EmbroideryStudio
enterpriseProfessional embroidery digitizing and lettering design software with extensive font and monogram capabilities.
Monogram layout automation keeps multi-initial spacing aligned while letterforms follow curved or stepped placements.
EmbroideryStudio is built around an editor-first digitizing workflow with strong typographic operations for monogram layouts and lettering arc manipulation. Stitch editing supports detailed control over fill and satin behavior, including underlay choices, tie-off options, and stitch sequence adjustments when letters need production-specific tuning. Batch production work benefits from font library management and consistent parameter reuse across variants, which reduces manual duplication on recurring job art.
A tradeoff appears in the learning curve, because deep stitch and underlay controls create many knobs that take time to configure for consistent output. EmbroideryStudio is a strong fit when letter projects require predictable production results across multiple placements and when stitch settings must be standardized across operators.
- +Lettering arc manipulation supports consistent placement on curved artwork
- +Underlay strategy controls help stabilize fills and satins under production stress
- +Monogram layouts reduce manual repositioning across multi-initial designs
- +Font library management supports repeatable lettering standards
- –Dense stitch settings increase training time for new operators
- –Arc and lettering tooling can feel slow for rapid one-off edits
Commercial digitizing shops
Batch monogram lettering for catalog reorders
Fewer remakes across orders
Embroidery production teams
Stabilize satins under variable fabric stretch
More consistent letter edges
Show 1 more scenario
In-house brand studios
Curved text for caps and sleeves
Better visual alignment
Use lettering arc manipulation to keep baselines and spacing readable on curved placements.
Best for: Fits when commercial letter digitizing needs standardized stitch behavior across many similar jobs.
Ink/Stitch
freeOpen-source Inkscape extension for machine embroidery design including lettering via fonts.
Lettering workflows run inside Inkscape with a stitch editor that preserves vector intent through conversion.
Ink/Stitch integrates directly into the Inkscape design loop, so lettering is created as vector shapes and then converted with embroidery-specific rules. The editor exposes stitch attributes like satin and fill behavior, plus sequencing controls that affect jumps and trims. Stitch scaling and per-object parameter editing support consistent outcomes across a set of monograms and names. Export targets common embroidery workflows through DST and PES output formats.
A tradeoff appears in the workflow depth, because advanced lettering outcomes depend on manual stitch adjustment rather than fully hands-off automation. Ink/Stitch fits best when letters require frequent baseline edits, arc manipulation, or custom pull compensation tuning for fit and look. It also fits small to mid-size production runs where predictable stitch choices matter more than batch auto-digitizing speed.
- +Vector-first lettering using Inkscape shapes for precise layout control
- +Stitch editor supports per-object stitch parameter adjustments
- +DST and PES export covers common embroidery production pipelines
- +Lettering arrangement tools reduce manual rework for monogram layouts
- –Kerning and arc outcomes often require stitch-level tuning
- –Letter automation coverage is thinner than auto-digitizing-centric tools
- –Machine output quality depends on discipline in parameter configuration
- –Project organization can become complex on large lettering collections
Digitizers and stitch designers
Custom monograms for specialty garments
Consistent letter appearance
Small embroidery studios
Names with tight spacing control
Cleaner production runs
Show 2 more scenarios
Inkscape-based designers
Vector art converted to embroidery
Fewer redraw steps
Designers reuse existing SVG lettering shapes and convert them into stitch objects for editing.
Batch operators
Standard letter packs with variants
Lower re-digitizing effort
Operators scale stitched outputs while keeping parameter consistency across a family of designs.
Best for: Fits when lettering needs stitch-level control and vector layout iteration.
Bernina Toolbox Lettering
vertical specialistEmbroidery lettering software focused on text creation, font selection, and monogram design for hobby and craft users.
Letter element editing stays centered on layout spacing and stitch-ready refinement within Bernina Toolbox’s lettering workflow.
Bernina Toolbox Lettering helps embroidery makers create and edit lettering layouts with tight control over letter shapes, spacing, and placement. The workflow is designed around converting vector letter design into stitch-ready embroidery using Bernina Toolbox’s lettering and stitch editing capabilities.
- +Letter layout editing keeps baseline placement and spacing controls in one workspace
- +Stitch editing options support practical refinement for satin and fill-style lettering
- +Export workflows align with common machine-ready embroidery file usage
- +Scaling and re-positioning letter elements is quick inside the Bernina Toolbox project flow
- –Lettering-focused tools leave fewer automation controls than full digitizing suites
- –Font library management is limited compared with tools built around font workflows
- –Vector-to-stitch conversion controls are less granular than dedicated stitch editors
- –Requires disciplined setup of lettering parameters to avoid inconsistent density
Best for: Fits when Bernina Toolbox users need letter-specific layout control without building full digitizing pipelines.
DecoStudio
SMBCorelDRAW-based embroidery and lettering add-on for commercial digitizers.
Vector-to-stitch lettering generation that preserves Corel letter geometry for direct kerning and baseline refinement before output.
DecoStudio converts vector artwork into embroidery-ready lettering inside a CorelDRAW workflow, so letter shapes stay tied to a familiar design canvas. The tool focuses on letter-specific controls like kerning and baseline editing, then generates stitch output that can be reviewed in a stitch editor.
- +Lettering stays editable through kerning and baseline controls tied to vector shapes.
- +Includes a stitch editor view for checking fills, outlines, and trim logic.
- +DST and PES export support fits common home and small commercial workflows.
- +Auto-digitizing handles typical letter layouts faster than fully manual methods.
- –High-density lettering can require repeated stitch adjustments to avoid crowded coverage.
- –Automation depth for lettering variations is limited without manual rework of layouts.
- –Stitch scaling helps sizing, but fine compensation still needs manual correction.
- –Advanced lettering arcs require careful vector cleanup before conversion.
Best for: Fits when CorelDRAW-based shops need practical lettering digitizing with vector-linked editing and common file output.
PE-Design
SMBBrother embroidery design software with lettering, monogramming, layout, and digitizing features.
Monogram layout editing that stays tightly coupled to Brother file export settings.
PE-Design from Brother USA targets letter-focused embroidery digitizing and editing with a workflow built around Brother-compatible output. The software emphasizes design-by-editing of stitches and layout elements such as monogram arrangements, with direct control of stitch properties and sequence.
- +Lettering layout and monogram workflows designed for Brother machine formats
- +Stitch editor gives direct control over underlay and satin behavior
- +Repeatable letter adjustments through baseline editing of text elements
- +Thread and stitch settings map cleanly to embroidery file export formats
- –Lettering automation is limited compared with tools that include advanced auto-digitizing engines
- –Arc and kerning control workflow can feel slower than CAD-style vector edits
- –Less suited to multi-format pipelines that require broad DST and EXP interchange
- –Machine-specific tuning often needs manual review of stitch scaling and density
Best for: Fits when text-heavy Brother workflows need repeatable monogram layouts and direct stitch-level edits.
Melco Design Shop
SMBDigitizing and lettering software bundled with Melco embroidery hardware ecosystems.
Lettering-centric stitch editor workflow that ties spacing edits to stitch edits within the same design build.
Melco Design Shop targets embroidery lettering workflows with a font-first editing experience and project build tools tuned for digitizing-ready output. It supports vector-to-stitch conversion and a lettering stitch editor flow that focuses on letter spacing, baseline adjustments, and sequence-level changes.
- +Lettering workflow keeps kerning and baseline edits in the same project context
- +Stitch sequence editing supports targeted fixes instead of full redesigns
- +Supports multiple common embroidery output formats for shop production
- +Font library management helps keep consistent lettering across runs
- –Advanced underlay and pull compensation tuning can require careful parameter setup
- –Auto-digitizing tends to need manual cleanup for tight letterforms
Best for: Fits when production shops need repeatable lettering layouts plus stitch-level edits without switching tools.
DRAWings
SMBVector-based embroidery software with automatic lettering from outline fonts.
Letter-centric stitch editing that treats text geometry as the primary structure for spacing and shape refinement.
DRAWings is an embroidery lettering digitizing tool focused on text-to-stitch workflows for letterforms and monogram-like layouts. The software builds letter stitches from vector inputs and lets users edit stitch shapes, spacing, and segmentation for tighter control over how letters land in fabric.
- +Vector-to-text stitching workflow keeps letter geometry editable
- +Letter-focused editing supports practical spacing and shape adjustments
- +Consistent layout controls help maintain alignment across lines
- +Export targets common embroidery file formats for downstream machine use
- –Advanced underlay and stitch sequence tuning is limited versus full digitizers
- –Complex multi-layer lettering requires more manual refinement per style
- –Font library management is narrower than general-purpose embroidery suites
- –Automation depth for batch lettering is weaker than for design systems
Best for: Fits when small shops need precise manual control over lettering and still export to machine-ready files.
Sierra Stitch Era
vertical specialistEmbroidery digitizing software line with text creation, monogram, and lettering control features.
Sierra Stitch Era’s stitch editor workflow keeps letter-level adjustments and stitch planning in one revision loop.
Sierra Stitch Era digitizes embroidery lettering by combining vector letter input with stitch planning tuned for typical embroidery workflows. It provides a dedicated stitch editor workflow for adjusting outlines, fills, and lettering placement before exporting machine-ready files.
- +Letter-focused editing workflow that targets kerning and letter layout adjustments
- +Stitch sequencing controls help stabilize how filled areas behave in lettering
- +Clear stitch editor flow for revising outlines and internal regions
- +Supports standard embroidery export formats for machine transfer
- –Lettering automation is weaker than dedicated auto-digitizing-first tools
- –Advanced machine optimization steps require careful manual review
- –Thread and color management is not as granular as lettering-specific add-ons
- –Vector-to-stitch conversion tuning can take iteration for dense scripts
Best for: Fits when users need precise lettering edits and export-ready results for standard embroidery files.
EOS Embroidery Software
enterpriseProfessional embroidery software with lettering, digitizing, stitch sequencing, and production controls.
Baseline editing integrated into the lettering workflow for precise vertical alignment during stitch editing.
EOS Embroidery Software on compucon.com targets embroidery lettering digitizing with a workflow centered on fonts and a stitch editor.
- +Letter workflow supports baseline editing for controlled vertical placement
- +Stitch editor lets changes apply to underlay and satin behavior
- +Font library management helps keep lettering consistent across runs
- +Monogram layout options reduce manual re-positioning
- –Hand-tuning lettering still requires digitizing knowledge for clean results
- –Vector-to-stitch conversion can take extra steps for complex letterforms
- –Font import and kerning control may not match high-end typography tools
- –Extensibility outside the core lettering workflow is limited
Best for: Fits when letter-heavy production needs manual control over spacing and underlay behavior without switching editors.
Conclusion
After evaluating 10 embroidery lettering software, Janome Artistic Digitizer 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 Embroidery Lettering Software
Embroidery lettering software turns vector text or layout blocks into stitch-ready lettering for formats like DST, PES, and EXP. This buyer’s guide covers Janome Artistic Digitizer, Wilcom EmbroideryStudio, Ink/Stitch, and eight more tools focused on kerning control, baseline editing, and stitch-level letter refinement.
The tools included differ most in how they handle letter layout automation, how deeply they expose stitch editing, and how they support rapid iteration when letters sit on curves, steps, or tight spacing. The guide groups those differences around stitching workflows used for lettering arc manipulation, underlay choices for satin and fill-style letters, and export to machine-ready files.
Embroidery Lettering Software for digitizing editable letterforms into machine-ready stitches
Embroidery lettering software converts letter shapes into stitched objects that control stitch paths, underlay behavior, and tie-off or lock logic inside a lettering workflow. Strong tools keep lettering editable from layout through stitch editor so baseline placement and spacing changes remain consistent.
Janome Artistic Digitizer emphasizes letter-centric layout editing with per-character positioning controls that target stable embroidery stitch outcomes. Ink/Stitch runs lettering workflows inside Inkscape and uses a stitch editor that preserves vector intent through conversion, which suits iterative letter layout and stitch-level parameter adjustments. Wilcom EmbroideryStudio shifts the workflow toward monogram layout automation and arc and lettering tools that maintain aligned spacing across curved or stepped placements.
Lettering control depth, automation fit, and stitch-editor revision loop
Embroidery lettering software earns its place when letter layout edits stay editable after conversion into stitch objects. The best tools keep baseline placement, spacing, and character-level positioning consistent while stitch parameters and underlay behavior get revised.
Per-character layout controls that remain stable through stitch edits
Janome Artistic Digitizer gives letter-centric layout editing with per-character positioning controls that target stable embroidery stitch outcomes, which suits iterative lettering changes. EOS Embroidery Software adds baseline editing integrated into the lettering workflow so vertical alignment stays controlled during stitch editing.
Vector-first lettering conversion with a stitch editor tied to geometry
Ink/Stitch runs lettering workflows inside Inkscape and converts vector intent into a stitch editor where per-object stitch parameter adjustments apply to the converted geometry. DecoStudio supports vector-to-stitch lettering generation that preserves Corel letter geometry so kerning and baseline refinement stay tied to editable vector shapes.
Monogram and arc tooling that standardizes placements across repeated jobs
Wilcom EmbroideryStudio includes monogram layout automation that keeps multi-initial spacing aligned while curved or stepped placements follow consistent arc and lettering tools. PE-Design focuses on monogram layout editing tightly coupled to Brother file export settings with a stitch editor for direct underlay and satin behavior control.
Lettering-focused stitch editor workflow for targeted fixes
Melco Design Shop ties spacing edits to stitch edits within the same design build and uses stitch sequence editing for targeted fixes instead of full redesigns. Sierra Stitch Era keeps letter-level adjustments and stitch planning in one revision loop with stitch sequencing controls to stabilize filled lettering behavior.
Stitch editing coverage for underlay and edge behavior in lettering
Janome Artistic Digitizer offers fine control over underlay and edge behavior for lettering, which helps keep satin and fill-style letters stable under revision. Bernina Toolbox Lettering keeps stitch editing options in its lettering workflow so satin and fill-style lettering refinement happens without switching into a separate full digitizing pipeline.
Pick the workflow shape that matches how lettering is produced
Embroidery lettering shops usually follow one of two workflows. One workflow iterates lettering layout inside a vector or lettering workspace and then revises stitches after conversion. The other workflow standardizes letter placement and stitch behavior using monogram automation and arc tooling for repeated jobs.
Choose a revision loop anchored in lettering-first editing or stitch-first editing
If letter layout stays the center of revisions, Janome Artistic Digitizer keeps per-character positioning and baseline tweaks in a letter-centric layout workflow. If vector layout iteration drives the process, Ink/Stitch keeps lettering inside Inkscape and provides a stitch editor for per-object parameter changes after conversion.
If outputs repeat across similar jobs, prioritize monogram and arc standardization tools
If production work requires consistent spacing across multi-initial designs on curves or steps, Wilcom EmbroideryStudio supplies monogram layout automation plus arc and lettering tooling. For Brother-centric export workflows that need tight coupling, PE-Design pairs monogram editing with Brother machine-format export settings and a stitch editor for underlay and satin behavior.
If CorelDRAW shapes drive the letterforms, keep geometry editable through conversion
Shops that build letters in CorelDRAW should evaluate DecoStudio because it preserves Corel letter geometry through vector-to-stitch lettering generation for direct kerning and baseline refinement. If the process starts in Inkscape shapes, Ink/Stitch provides a matching vector-first layout path with a stitch editor that preserves vector intent.
Estimate how much manual refinement lettering needs before committing to the tool
Janome Artistic Digitizer can need multiple manual refinement passes for complex lettering when auto-digitizing coverage is limited for highly stylized scripts. Ink/Stitch can require stitch-level tuning for kerning and arc outcomes because lettering automation coverage is thinner than auto-digitizing-centric tools.
Validate the underlay and edge behavior controls that match the lettering style mix
If lettering relies on satin and fill-style stability during revisions, Janome Artistic Digitizer and Bernina Toolbox Lettering both provide lettering-focused refinement where underlay and edge behavior can be adjusted inside the lettering workflow. If underlay and pull compensation tuning is part of the daily workflow, Melco Design Shop supports stitch sequence editing for targeted fixes but can require careful parameter setup for advanced underlay and pull compensation.
Match tool depth to design count and revision frequency
When rapid one-off edits dominate, Wilcom EmbroideryStudio can feel slower because dense stitch settings and arc and lettering tooling raise training time. When manual control over letter geometry dominates and automation is not the bottleneck, DRAWings keeps letter geometry editable through a vector-to-text stitching workflow but limits advanced underlay and stitch sequence tuning versus full digitizers.
Who benefits from each lettering software workflow
Embroidery lettering software is most useful when letter-heavy production needs consistent layout control and stitch-editor revisions without breaking spacing. The right choice depends on whether lettering is iterated in a vector workspace, standardized through monogram and arc tooling, or repaired through a stitch editor tied to a single project build.
Letter-heavy shops that revise kerning and baseline frequently
Janome Artistic Digitizer fits because its letter-centric layout tools target stable embroidery stitch outcomes with per-character positioning controls. EOS Embroidery Software fits because baseline editing stays integrated into the lettering workflow so vertical placement remains controlled during stitch editing.
Vector-first operators using Inkscape for layout iteration
Ink/Stitch fits because lettering workflows run inside Inkscape and a stitch editor supports per-object stitch parameter adjustments after conversion. DecoStudio fits for teams already using Corel letter geometry because vector-to-stitch generation preserves geometry for direct kerning and baseline refinement.
Production teams creating repeated monograms on curved or stepped placements
Wilcom EmbroideryStudio fits because monogram layout automation keeps multi-initial spacing aligned while arc and lettering tools maintain consistent placements. PE-Design fits for Brother-centric outputs because monogram editing stays tightly coupled to Brother file export settings.
Production environments that need stitch-level repair without switching tools
Melco Design Shop fits because it keeps kerning and baseline edits in the same project context and uses stitch sequence editing for targeted fixes. Sierra Stitch Era fits because the stitch editor workflow keeps letter-level adjustments and stitch planning in one revision loop.
Shops that want lettering-focused editing without a full digitizing pipeline
Bernina Toolbox Lettering fits because it keeps element editing centered on layout spacing and stitch-ready refinement within its lettering workflow. DRAWings fits small shops that need precise manual control over lettering and can export machine-ready files while accepting limited advanced underlay tuning.
Common failure modes in embroidery lettering digitizing workflows
Lettering projects fail most often when the workflow breaks the link between layout edits and stitch behavior. Another failure mode comes from assuming lettering automation coverage matches the complexity of the scripts and arc placements needed in production.
Expecting auto-digitizing coverage to handle highly stylized scripts without stitch-level tuning
Janome Artistic Digitizer can require multiple manual refinement passes for complex lettering when auto-digitizing coverage is limited for highly stylized scripts. Ink/Stitch can similarly require stitch-level tuning because kerning and arc outcomes often depend on stitch editor adjustments.
Treating vector layout as final and ignoring how stitch parameters and underlay affect letter stability
Wilcom EmbroideryStudio can need training because dense stitch settings increase training time for new operators, and arc and lettering tooling can feel slow for rapid one-off edits. Bernina Toolbox Lettering keeps stitch editing options inside the lettering workflow, but it offers fewer automation controls than full digitizing suites.
Building a letter workflow that does not match machine output formats and export expectations
PE-Design is designed around Brother machine formats, and its monogram layout editing stays tightly coupled to Brother file export settings. DecoStudio is aligned with Corel letter geometry workflows, so using it with vector sources outside CorelDRAW can add rework to preserve geometry-linked editing.
Overestimating the depth of underlay and stitch sequence tuning in lettering-first editors
DRAWings limits advanced underlay and stitch sequence tuning versus full digitizers, which can increase manual refinement for complex multi-layer lettering. Melco Design Shop supports advanced underlay and pull compensation tuning but can require careful parameter setup to avoid unstable lettering outcomes.
How We Selected and Ranked These Tools
We evaluated Janome Artistic Digitizer, Wilcom EmbroideryStudio, Ink/Stitch, Bernina Toolbox Lettering, DecoStudio, PE-Design, Melco Design Shop, DRAWings, Sierra Stitch Era, and EOS Embroidery Software on features, ease, and value. Features accounted for 40% and ease and value each accounted for 30%, which prioritized lettering revision control and operator workflow speed over raw capability alone.
Janome Artistic Digitizer placed first because letter-centric layout tools with per-character positioning controls delivered stable stitch outcomes, and the tool’s underlay and edge behavior controls support iterative lettering refinements. Ink/Stitch ranked highly where lettering workflow iteration inside Inkscape and a stitch editor that preserves vector intent through conversion matched the letter layout refinement loop.
Frequently Asked Questions About Embroidery Lettering Software
How does Ink/Stitch handle vector lettering-to-stitches compared with DecoStudio’s CorelDRAW workflow?
Which tool offers the most direct monogram layout automation for multi-initial spacing on curves or stepped placement?
How do Hatch-style auto-digitizing workflows differ from manual digitizing inside Ink/Stitch for lettering revisions?
When does Janome Artistic Digitizer’s letter layout workflow reduce friction compared with general stitch editing tools?
What breaks if a digitizer relies on basic text-to-stitch conversion when underlay strategy needs control?
How do stitch editor workflows differ between Melco Design Shop and Sierra Stitch Era for letter spacing and stitch planning changes?
Which tool is better suited to teams that need repeatable settings across many similar lettering jobs for production batching?
How do security and access controls typically get handled when multiple operators work on the same embroidery lettering projects?
When migrating existing lettering files, what data-model mismatch is most likely to disrupt kerning control and baseline edits?
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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