GITNUXSOFTWARE ADVICE
Art DesignTop 10 Best New Graphic Design Software of 2026
Compare new graphic design software options and key tradeoffs for teams, with practical notes on Linearity Curve, Desygner, and Framer.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Linearity Curve is the best pick for product and marketing teams doing quick vector iterations because constraint-driven layout keeps shapes aligned while you refine curves, whereas Desygner fits SMB marketing groups that need template-led, multi-format page production without deep illustration work.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Linearity Curve
Constraint-driven vector layout editing keeps shapes aligned while curve details change.
Best for: Fits when product and marketing teams need fast vector iteration and clean SVG handoff.
Desygner
Editor pickTemplate-driven design reuse for producing multiple campaign formats from one controlled layout.
Best for: Fits when marketing teams need fast, consistent multi-format page layouts without advanced illustration work.
Framer
Editor pickAutomatic binding between components, responsive breakpoints, and live preview behavior for interactive landing pages.
Best for: Fits when teams need page design with built-in publishing and component reuse, not print-grade graphic production.
Comparison Table
Linearity Curve
prosumerVector illustration and design application for iPad and macOS formerly known as Vectornator.
Constraint-driven vector layout editing keeps shapes aligned while curve details change.
Linearity Curve provides a canvas-centric workflow with vector paths, Bézier curve editing, and layout-aware transformations for building page concepts quickly. It includes typography controls, color management choices, and asset organization so teams can reuse designs across projects without constant redrawing. Export centers on SVG output and image asset generation so downstream tools can consume finished artwork.
A tradeoff shows up when strict print deliverables require deeper preflight control, CMYK conversions, and PDF/X feature coverage. Linearity Curve fits marketing and product teams that need fast iteration on illustrations, icon-like vector assets, and interactive design references that ship to other tools for final production.
- +Vector path and Bézier editing stays fast during layout changes
- +Typography controls and style reuse reduce manual text rework
- +SVG-first export supports downstream vector workflows
- +Collaborative document editing supports shared iteration on the same canvas
- –Print-focused preflight and advanced compliance tooling is limited
- –Tooling around CMYK and spot-color workflows is not as production-depth
- –PSD interchange is not a primary interchange target
- –Advanced multi-page publishing features are less extensive than page-layout tools
Product design teams
Iterate UI illustration assets
Fewer redraw cycles
Design system maintainers
Standardize reusable text styles
More consistent type
Show 2 more scenarios
Marketing creatives
Produce web-ready graphic exports
Crisper visuals
Teams build illustration-heavy layouts and export scalable vector artwork for landing pages and social assets.
Small design teams
Collaborate on shared canvases
Faster approvals
Shared document editing supports simultaneous iteration and reduces handoff friction between reviewers.
Best for: Fits when product and marketing teams need fast vector iteration and clean SVG handoff.
Desygner
SMBBrowser and mobile graphic design platform for creating branded marketing materials from templates.
Template-driven design reuse for producing multiple campaign formats from one controlled layout.
Desygner centers on template-driven page layout for marketing production, including artboards for different formats and batch-ready design reuse patterns. Layout editing covers typography controls, layered positioning, and guided placement for consistent results across campaigns. Asset reuse supports building repeatable components such as branded banners and social templates without recreating layouts each time. This focus maps well to teams that need throughput with fewer design iterations per deliverable.
A key tradeoff is limited depth for precision illustration workflows compared with vector-first editors, because the tool emphasizes layout placement rather than advanced path-level control. Desygner fits situations where teams need consistent multi-format outputs like social ads and print flyers from a shared brand system. It is less suited for projects that require heavy custom illustration production or deep design-system tokenization workflows.
- +Template-first layout workflow for faster campaign production
- +Multi-size exports from shared layouts reduce rework
- +Reusable branded elements keep typography and styling consistent
- +Straightforward editor for non-design specialists
- –Advanced vector path editing remains limited versus vector-first tools
- –Complex prepress work can require extra manual checking
- –Deep design-system automation needs more external process
- –Fine-grained layout scripting is not exposed to creators
Marketing ops teams
Produce social and print variants fast
Lower design turnaround time
Brand managers
Maintain visual consistency across campaigns
Fewer review cycles
Show 2 more scenarios
Agencies
Deliver client layouts with shared components
More on-time deliverables
Agencies reuse template structures to produce client-specific versions without rebuilding layouts each time.
Retail merch teams
Update in-store promos quickly
Reduced manual redesign
Teams apply the same page layouts to new products and messaging for weekly signage.
Best for: Fits when marketing teams need fast, consistent multi-format page layouts without advanced illustration work.
Framer
SMBWeb design and prototyping platform combining visual design with interactive site publishing.
Automatic binding between components, responsive breakpoints, and live preview behavior for interactive landing pages.
Framer targets teams that need design and live website publishing in one workflow, with components and motion tied directly to pages. It provides page layout tools, reusable components, and fast iteration for marketing sites, portfolios, and product landing pages.
Built-in collaboration supports versioned changes across design and publishing, which reduces handoff friction versus export-based graphic tools. Compared with Figma, Framer shifts work from asset-first files to publish-ready screens, while still allowing vector-centric assets like SVG.
- +Component-driven pages keep layout changes consistent across screens
- +Live preview shortens the design to published-site feedback loop
- +Motion and interactions are authored alongside layout instead of added later
- +Collaboration supports iterative review on publishing-ready pages
- –Vector editing depth is thinner than dedicated illustration tools
- –CMS and component workflows can feel structured compared with freeform layouts
- –Exports for design interchange are less versatile than PSD or full-fidelity workflows
- –Complex graphics work needs workarounds for typography and print-style deliverables
Design-led teams and web freelancers
Turn visuals into publishable site
Deployed site with represented interactions
Product designers and product marketing
Prototype product-facing page concepts
Reviewable concept or finished page
Show 2 more scenarios
Small design and marketing teams
Share sections across multi-page sites
More consistent pages
Reuse shared sections and styles to produce consistent pages with fewer repeated edits.
Design teams and stakeholders
Review interactive prototypes before publishing
Feedback before publishing or handoff
Share interactive prototypes for feedback and iterate with version history tied to the same workflow.
Best for: Fits when teams need page design with built-in publishing and component reuse, not print-grade graphic production.
Penpot
open-sourceOpen-source web-based design and prototyping platform built around SVG and design systems.
Penpot’s variables and component model keeps style tokens linked to reusable UI parts across the workspace.
Penpot lets teams create vector-based designs with components, variables, and interactive prototypes inside a browser-first editor. Its diagram canvas supports layer-based workflows, scalable styling, and consistent component usage across screens.
- +Component and variable workflows reduce style drift across large libraries
- +Interactive prototype links are maintained alongside design objects
- +API and webhooks support automation for integrations and governance
- +Vector-first editing supports consistent SVG-oriented handoff paths
- –Advanced typography and layout controls lag behind premium desktop tools
- –Complex multi-artboard projects require careful naming and structure discipline
- –PSD interchange and deep raster parity are limited versus Photoshop workflows
- –Some enterprise governance needs require external process scaffolding
Design system and product teams
Reuse shared components and styles
Less repeated design work
Interface designers and vector artists
Edit vector icons with masks
Editable vector assets
Show 2 more scenarios
Organizations with governance needs
Run design work under self-hosting
Team-managed environment
Use a self-hosted browser-based workspace to keep design collaboration inside internal infrastructure.
Cross-functional product teams
Collaborate on design review iterations
Shared review process tied to work
Edit shared files in the browser, add feedback, and track iterations across a review process.
Best for: Fits when teams want browser-based vector design with component consistency and integration automation for handoff.
Sketch
SMBMac-native vector design application focused on UI and icon design with a component library ecosystem.
Symbols with overrides drive component consistency across artboards with predictable reuse behavior.
Sketch is a Mac-first graphic design and vector UI tool that differentiates itself with a long-established workflow for interface design and design-system documentation. Core capabilities include vector drawing with Bézier curves, symbols for reusable components, and export options for raster and vector handoff.
- +Symbols and overrides support scalable component reuse across screens
- +Vector editing workflow stays fast for design-system component iteration
- +Plugin ecosystem covers export automation and interface-focused extensions
- +Export presets reduce repetitive handoff steps for common target formats
- –Mac-first desktop workflow limits cross-platform authoring for teams
- –Collaboration and review flows are not native to the authoring canvas
- –Advanced print workflows like PDF/X compliance require extra tooling
- –Many integrations depend on third-party plugins instead of built-in APIs
UI and UX designers
Create detailed product interface screens
Editable interface screens set
Product design teams
Track revisions across iterations
Clearer review cycle records
Show 2 more scenarios
Interface designers and visual designers
Create reusable vector icons
Consistent vector artwork
Edit paths, shapes, and styles to produce consistent icon artwork for digital products.
Design system teams
Maintain shared symbols and styles
More consistent interface patterns
Build and update shared symbols and assets across repeated product screens using consistent components.
Best for: Fits when Mac-based UI teams need reusable symbols and fast vector editing.
Pixlr
SMBBrowser-based image editing and graphic design suite with template and layer support.
Layer-based editing with mask controls lets Pixlr do precise photo compositing without leaving the browser.
Pixlr focuses on fast browser-based raster editing for everyday graphics work, with a toolset geared toward quick revisions and export. Core capabilities center on layer-based compositing, masks, common retouching and effects, and design-ready exports such as PNG and JPG.
- +Browser workflow reduces context switching for raster-heavy edits
- +Layer tools support masks for controlled compositing work
- +Common retouching and effects cover typical social and marketing graphics
- +Export options fit handoff to image-first destinations
- –Weaker vector editing tools than dedicated vector-first editors
- –Typography controls are limited versus design tools with advanced font features
- –No deep master-page and preflight feature set for print production
- –Automation and API surface for integrations is not clearly documented
Small businesses and non-specialist designers
Create simple template-based layouts
Simple marketing graphics
Content creators and social media teams
Produce social image variants with layers
Ready-to-publish social images
Show 2 more scenarios
Small marketing teams
Revise campaign images in the browser
Faster revisions
Edit campaign photos and graphics during approval cycles without switching to a local editor.
Creative teams and content creators
Generate and refine image concepts
Quick ad and mockup concepts
Generate variations and transform reference areas, then refine selected regions inside the editor.
Best for: Fits when teams need quick raster edits and image exports inside a browser workflow.
Photopea
SMBBrowser-based raster and vector image editor supporting PSD and AI file formats.
PSD interchange and layer retention during import and export, keeping compositing edits readable across desktop and browser tools.
Photopea targets browser-based raster and layered editing with a workflow built around PSD-like interchange and familiar panel behavior. The editor supports non-destructive layer operations, blending modes, and typography tools suitable for quick compositing and retouching.
- +Layer-based compositing with PSD interchange keeps teams aligned on assets
- +Browser editing supports most day-to-day retouching and compositing controls
- +Export tools cover raster and document outputs used in layout handoff
- +Keyboard-driven panel workflow matches common desktop editing habits
- –Vector path authoring is limited compared with dedicated vector editors
- –Color management features and ICC handling are less comprehensive than pro suites
- –Large multi-page production files can feel slower than desktop workflows
- –No API surface exists for automation beyond in-app scripting
Freelance designers and client-service teams
Edit shared images without installing software
Shorter turnaround for revisions
Marketing teams and freelancers
Retouch and export campaign layers
Updated campaign assets
Show 2 more scenarios
Content creators and web teams
Prepare consistently sized web images
Consistently sized assets
Resize and export edited images for websites, social posts, and other digital channels.
Designers and creative teams
Edit existing PSD layers in-browser
Less file conversion
Open a layered PSD, make edits, and return layered output through a browser-based workflow.
Best for: Fits when quick raster edits and PSD interchange matter more than advanced vector authoring.
Amadine
prosumerVector illustration application for macOS, iPad, and iPhone focused on drawing and logo design.
Integrated Bézier vector editing combined with raster layer compositing inside one document.
Amadine edits vector artwork and raster layers in a single workspace, then exports design files to common production formats. It supports a layer-first workflow with Bézier path editing, typography controls, and artboards for multi-size deliverables.
- +Layer-based compositing supports vector and raster in one timeline
- +Bézier path editing and clipping masks work well for precise shapes
- +Artboards help manage multiple sizes in a single file
- +Export options cover common print and web deliverables
- –Less automation depth than design systems tools with templated components
- –Advanced preflight and PDF/X controls feel narrower than pro RIP workflows
Web designers and marketing creatives
Build artboard-based banner graphics
Exportable web graphics
Design studios and freelance designers
Package multi-format deliverables
Consistent deliverable sets
Show 2 more scenarios
Logo designers and freelancers
Create editable identity marks
Reusable identity assets
Construct logo artwork with editable shapes, paths, and anchor points for revision-friendly outputs.
UI designers and product design teams
Produce icon sets across sizes
Organized vector assets
Build consistent icon and illustration sets across multiple artboards for interface use.
Best for: Fits when graphic designers need fast vector and raster composition with artboards and reliable export for print and web.
Fotor
SMBFotor provides browser-based photo editing, design templates, collages, and promotional graphics.
Template-driven layouts that pair with layer-based photo compositing in one workspace for rapid social-to-print creative iterations.
Fotor targets quick graphics work for people who need publish-ready outputs without a full pro design stack. The tool combines photo editing with template-driven page layout and basic typography controls for social posts, banners, and marketing creatives.
- +Template-first layout reduces time-to-first design for common ad formats
- +Layer-based photo compositing supports cutouts with blend modes
- +Typography controls cover headline and body sizing with consistent styling
- +Export settings include print-oriented sizing options for basic needs
- –Vector editing depth is limited compared with path and Bézier workflows
- –No clear API or automation surface for programmatic asset generation
- –Preflight and CMYK or spot color controls are not built for strict print production
- –Design-system scaling is weak when managing many reusable components
Small businesses and social media managers
Make branded social posts from templates
Ready-to-publish graphics
Consumers and small print-content teams
Design calendar and framed photo layouts
Printable photo designs
Show 2 more scenarios
Small marketing teams and freelancers
Create carousel-ready ad variations
Carousel-ready ad set
Generate creative variations and arrange them into multi-card layouts with consistent text placement.
Photographers and real-estate marketers
Swap skies with edited boundaries
Changed-sky composited images
Replace detected sky regions and refine edges while matching color for composited imagery.
Best for: Fits when teams need fast social and marketing graphics with light compositing, not deep vector or print preflight control.
Lunacy
prosumerFree native graphic design application for Windows handling Sketch files and vector editing.
Figma file importing with editable layer structure, designed for speed during large artboard reviews.
Lunacy’s core differentiator is its Figma-file compatibility, which supports a practical “open, edit, and export” loop for illustration workflow and page layout tasks. Designers can inspect layers, rename and restructure groups, and adjust vector content through a layer-based editor interface. Export tooling covers both bitmap output for prototypes and vector output for assets, which helps when downstream tools require format-specific delivery.
- +Direct Figma file opening and layer editing reduces rebuild time
- +Fast artboard browsing for large UI mockups
- +Vector export to SVG supports asset handoff without extra tooling
- +Reusable asset library workflow for consistent icon and UI elements
- –Prototype interactions do not run as completely as in dedicated prototyping tools
- –Advanced typography controls can require manual adjustments after import
- –Fidelity can vary for designs that rely on heavy plugin-generated content
Design ops teams
Maintain icon and UI asset exports
Faster delivery of standardized files
Product designers
Refine vector UI layouts
Less rework across iterations
Show 2 more scenarios
Brand designers
Update icon packs in place
Consistent icon set updates
Open existing icon sets from Figma files, refine paths, then export SVG for reuse.
Agency teams
Review client mockups at scale
Quicker review turnaround
Navigate dense layer structures quickly while preparing exports for client reviews.
Best for: Fits when teams edit many Figma-based mockups and need quick SVG and PNG asset exports.
Conclusion
After evaluating 10 new graphic design software, Linearity Curve 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 New Graphic Design Software
This buyer’s guide covers Desygner, Linearity Curve, Lunacy, Sketch, Penpot, Framer, Pixlr, Photopea, Amadine, and Fotor as new graphic design software options for production and handoff. The tools span template-driven multi-format layout, constraint-based vector editing, and browser-first raster workflows, with different strengths in exports, layout consistency, and interactive previews.
The selection emphasis favors integration depth through component models, interactive bindings, and file interoperability between design assets. The narrative also flags where vector path editing, typography controls, and print-prepress depth fall short for each tool.
New Graphic Design Software for Vector Editing, Layout Reuse, and Asset Handoff
New graphic design software often turns on how layout and design assets are structured, because Desygner uses a template-first workflow to produce multiple campaign formats from one controlled layout. Linearity Curve instead focuses on constraint-driven vector editing where curve details change while shapes stay aligned, which keeps SVG handoff clean during iteration. This category also varies sharply in how quickly teams move from drafts to export-ready assets, because Lunacy streamlines Figma file importing with editable layer structure for large artboard reviews.
The practical differences show up in advanced typography and preflight coverage, since Linearity Curve keeps print-focused compliance tooling narrower than print-first prepress workflows while Pixlr concentrates on browser raster edits with layer mask controls. Workflow fit depends on whether the work is primarily marketing layout production, vector-first composition, or PSD interchange and browser-based retouching as seen in Photopea.
Integration depth, export control, and automation surfaces that affect production
New graphic design software changes teams most when it controls how assets move between tools. Desygner is template-first for multi-size exports from a shared layout, while Linearity Curve focuses on constraint-driven vector editing for clean SVG handoff.
Layout reuse via templates versus reusable components
Desygner generates multiple campaign formats from one controlled layout using a template-driven workflow, which reduces rework when sizes change. Sketch and Penpot instead emphasize symbol or component systems with overrides and variables to keep styles consistent across many artboards.
Vector iteration speed and SVG handoff fidelity
Linearity Curve keeps vector layout aligned by using constraint-driven editing where Bézier details change without breaking shape relationships. Lunacy keeps Figma file importing fast by preserving editable layer structure during large artboard reviews.
Browser-first raster editing and layer masking for quick compositing
Pixlr provides layer-based editing with mask controls inside the browser for photo compositing that stays close to retouching workflows. Photopea supports PSD interchange with layer retention so teams can keep compositing edits readable across browser and desktop tooling.
Typography controls and post-import text cleanup
Linearity Curve pairs typography controls with style reuse so manual text rework stays lower during iteration. Lunacy can require manual typography adjustments after Figma import, which matters for teams reviewing many artboards.
Export readiness for multi-artboard production
Amadine combines integrated Bézier vector editing with raster layer compositing in one document for export-ready shapes across print and web workflows. Desygner reduces export churn by producing multi-size outputs from shared layouts, which is useful when campaign teams need consistent formatting.
Automation and extensibility surfaces that reduce manual rebuilds
Framer uses automatic binding between components with responsive breakpoints and live preview behavior to shorten the draft-to-published-site loop. Fotor lacks a clear API or automation surface for programmatic asset generation, so teams relying on scripted production need another automation path.
How to choose New Graphic Design Software for production and handoff
Teams should start with the dominant edit loop they run daily. Vector-first iteration favors Linearity Curve and Lunacy when the goal is clean SVG handoff, while browser-first raster compositing favors Pixlr and Photopea when the goal is fast cutout and mask-based editing.
Select the edit-loop philosophy based on handoff format
Choose Linearity Curve when the handoff target expects constraint-stable SVG outcomes during vector iteration. Choose Lunacy when the fastest path is opening and editing many Figma mockups with editable layer structure for quick SVG and PNG exports.
Pick the production model that matches campaign or product scale
Choose Desygner when multi-format campaign layouts must be generated from one controlled template so teams avoid rebuilding each size. Choose Penpot or Sketch when style tokens and component reuse drive consistency across large design libraries.
Decide whether raster compositing happens inside the design tool
Choose Pixlr when browser workflow is the priority and layer masks must support precise photo compositing without leaving the browser. Choose Photopea when PSD interchange and layer retention matter most for keeping edits readable across desktop and browser tools.
Use typography depth as a gating check for imported or high-volume text
Choose Linearity Curve when typography controls and style reuse reduce manual text cleanup during iterative reviews. Choose Lunacy carefully for Figma import workflows because advanced typography controls can require manual adjustments after import.
Validate automation expectations before committing to programmatic workflows
Choose Framer when component-driven publishing needs automatic binding with responsive breakpoints and live preview behavior. Avoid relying on Fotor for scripted production because there is no clear API or automation surface for programmatic asset generation.
Stress-test vector path editing and prepress depth against the team’s output
Choose Desygner when template-first layout speed matters more than deep vector path editing since advanced vector path editing stays limited. Choose Linearity Curve when print-focused preflight and advanced compliance tooling are not the primary requirement.
Who each New Graphic Design Software is for
Different teams need different edit loops and different consistency mechanisms. The selection below focuses on which workflows each tool keeps fastest for production and handoff.
Marketing teams producing many campaign variants from one layout
Desygner supports template-driven design reuse so multi-size outputs come from a controlled layout, which reduces rework when campaign formats expand.
Product design teams iterating vectors and exporting clean SVG assets
Linearity Curve keeps shapes aligned during constraint-driven vector edits, which supports clean SVG handoff when curve details change.
Teams editing large Figma-based UI mockups and needing quick export batches
Lunacy opens Figma files with editable layer structure so large artboard reviews can stay fast during iteration.
Browser-first raster retouching teams using masks and quick compositing
Pixlr focuses on layer-based editing with mask controls inside the browser, which fits workflows where photo compositing is the daily bottleneck.
Design libraries that require shared style tokens and component-level consistency
Penpot keeps variables linked to reusable components across the workspace, which reduces style drift in large libraries.
Common mistakes when selecting New Graphic Design Software
The most frequent selection errors come from assuming all tools support the same edit depth and the same handoff behavior. Teams often pick for one workflow and then discover constraints in vector depth, prepress coverage, or typography after production starts.
Choosing a browser raster editor for deep vector path work
Pixlr and Photopea both concentrate on browser raster editing, so vector path authoring stays weaker than dedicated vector-first tools.
Assuming template speed removes all governance needs
Desygner accelerates multi-format layout production, but advanced vector path editing remains limited, so teams with heavy Bézier workflow should validate their requirements before committing.
Selecting a tool that fits review speed but causes text cleanup after import
Lunacy can require manual typography adjustments after Figma import, so high-volume typography review should be tested with real text content.
Underestimating the gap between design-tool layout and production prepress
Linearity Curve keeps print-focused preflight and advanced compliance tooling narrower than print-first prepress workflows, so teams needing deeper compliance checks should plan for that pipeline.
Expecting programmatic generation from tools that lack an automation surface
Fotor provides template-first layout and compositing for social-to-print iterations, but it lacks a clear API or automation surface for programmatic asset generation.
How We Selected and Ranked These Tools
We evaluated Desygner, Linearity Curve, Lunacy, Sketch, Penpot, Framer, Pixlr, Photopea, Amadine, and Fotor on feature coverage, ease of use, and production value. Features counted 40 percent of the score, and ease of use and value each counted 30 percent.
Desygner earned the highest ranking because template-driven design reuse produces multiple campaign formats from one controlled layout and supports multi-size exports from shared layouts. The ranking also reflected practical handoff behavior such as SVG exports from vector workflows and layer retention for PSD interchange in browser editing.
Frequently Asked Questions About New Graphic Design Software
How does Desygner handle multi-page layouts compared with Figma users building component-based screens?
Which tool offers the most direct vector handoff to SVG workflows without forcing a full file rebuild?
Where does Linearity Curve fall short compared with Sketch symbols and overrides for design-system consistency?
How does Lunacy reduce friction when editing large Figma mockups with many artboards and layers?
When teams need component reuse tied directly to publishing, how does Framer compare with page-first graphic tools?
What breaks if a workflow depends on PSD interchange and layer retention for round-tripping into desktop tools?
How do Penpot’s API and webhooks fit into automation compared with tools that rely mainly on plugins?
What admin controls and security mechanisms are available for SSO and audit trails when using these tools?
How does data migration work when moving existing vector and raster assets between tools like Amadine and Photopea?
Which tool is best when illustration workflow speed matters more than deep prepress control for print deliverables?
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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