Commissioned Research
Top 10 Best Nutrition Facts Label Software of 2026

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Wellness Fitness

Top 10 Best Nutrition Facts Label Software of 2026

Compare nutrition facts label software tools for creating compliant product labels, with practical notes on fit and tradeoffs for teams.

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

Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Nutrition facts label software matters because regulatory text, nutrient structure, and formatting rules must map cleanly from your data model to a consistent label output. This comparison helps analysts and operators weigh design tooling, template reuse, export workflows, and integration options against their compliance and production constraints.

Canva is the best pick for small brands that need fast, consistent nutrition labels because its template-based canvas and Brand Kit styling keep typography uniform across SKUs, whereas Figma is a strong alternative for teams batching updates thanks to CSV-driven text components and auto-layout that reshapes labels as data changes.

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

Canva

Template-based label canvas with Brand Kit styling and multi-page export

Best for: Small brands needing fast, consistent nutrition labels without code or complex systems

2

Figma

Editor pick

Data-driven components with CSV-driven text population for batch label generation

Best for: Brands needing template-based nutrition label design and batch export

3

Microsoft Word

Editor pick

Mail merge for generating multiple Nutrition Facts Label documents from spreadsheet fields

Best for: Small teams drafting compliant label layouts with repeatable templates

Comparison Table

1
CanvaBest overall
design-template
9.5/10
Overall
2
ui-design
8.8/10
Overall
3
document-layout
8.6/10
Overall
4
template-editor
8.4/10
Overall
5
open-source-vector
8.1/10
Overall
6
collaborative-docs
7.9/10
Overall
7
desktop-offline
7.5/10
Overall
8
7.3/10
Overall
9
6.8/10
Overall
10
vector-design
6.6/10
Overall
#1

Canva

design-template

Canva lets you create and customize nutrition label layouts using templates, text styling, and image assets, then export to PDF or PNG.

9.5/10
Overall
Features9.5/10
Ease of Use9.5/10
Value9.5/10
Standout feature

Template-based label canvas with Brand Kit styling and multi-page export

Canva stands out for turning nutrition facts label design into a drag-and-drop visual workflow with reusable templates and brand styling. You can build labels with precise text, grids, shapes, and image elements, then export finished designs as print-ready files. Its collaboration tools support review cycles, while element libraries help you standardize ingredients, icons, and typography across batches.

Pros
  • +Drag-and-drop label templates speed up nutrition facts layout creation
  • +Brand kit and typography controls keep labeling consistent across SKUs
  • +Export options support print workflows for finished label files
Cons
  • –No dedicated nutrition facts compliance engine for serving math or regulations
  • –Data importing from spreadsheets requires manual layout work for accuracy
  • –Advanced label automation across many SKUs needs more manual setup

Best for: Small brands needing fast, consistent nutrition labels without code or complex systems

#2

Figma

ui-design

Figma supports precision layout, reusable components, and exports that fit print-ready nutrition facts label designs.

8.8/10
Overall
Features8.8/10
Ease of Use8.7/10
Value8.9/10
Standout feature

Data-driven components with CSV-driven text population for batch label generation

Figma stands out for turning nutrition facts label work into a precise visual design workflow using component-based layouts and reusable styles. You can build label templates with auto-layout, grid systems, and data-driven text to populate product-specific nutrition values.

Exports support high-resolution PNG and PDF output for print-ready label proofs. Figma lacks built-in nutrition-regulation validation and structured label-compliance logic, so teams must manage accuracy and formatting rules outside the editor.

Pros
  • +Reusable components keep label layouts consistent across many SKUs
  • +Auto-layout speeds updates when nutrition fields change size
  • +Data-driven text can batch-generate label variations from tables
Cons
  • –No built-in FDA or nutrition compliance checks for claim rules
  • –Manual control is required for exact spacing and required field logic
  • –Collaboration tooling does not replace a label generation engine
Use scenarios
  • Regulatory labeling teams

    Standardize compliant label templates

    Fewer formatting inconsistencies

  • Brand designers

    Generate nutrition labels for SKUs

    Faster label production

Show 1 more scenario
  • Packaging workflow managers

    Produce print-ready proofs

    Cleaner proof handoffs

    Export label art as high-resolution PNG and PDF for vendor review and final packaging checks.

Best for: Brands needing template-based nutrition label design and batch export

#3

Microsoft Word

document-layout

Microsoft Word supports grid-based layout, table formatting, and precise typography needed to build reusable nutrition facts label templates.

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

Mail merge for generating multiple Nutrition Facts Label documents from spreadsheet fields

Microsoft Word stands out because it lets you design Nutrition Facts Label layouts with full control over typography, spacing, tables, and brand elements. You can build label templates with reusable styles and table-based structures, then export finished labels to PDF for printing or submission workflows.

Word also supports mail merge to batch-produce labels from spreadsheets and documents. Its main limitation is that it lacks dedicated nutrition-label compliance tooling like automated nutrient calculations or regulatory claim checks.

Pros
  • +Template control with tables, styles, and precise label typography
  • +PDF export supports printing-ready label handoffs
  • +Mail merge enables batch generation from spreadsheet data
Cons
  • –No built-in nutrient calculation or compliance rule enforcement
  • –Manual updates are required for changing label formats
  • –Version control is harder than in dedicated label workflows

Best for: Small teams drafting compliant label layouts with repeatable templates

#4

Adobe Express

template-editor

Adobe Express provides label design workflows with editable templates, typography controls, and exports suitable for nutrition facts layouts.

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

Brand kits and template editing for consistent, multi-SKU label production

Adobe Express stands out for turning Nutrition Facts Label designs into shareable, brand-consistent graphics using Adobe’s design ecosystem. You can build labels from templates, edit typography and layout, and export finished artwork for print and digital use.

Pros
  • +Template-first design for fast Nutrition Facts Label layouts
  • +Brand kits keep fonts and colors consistent across SKUs
  • +Export options support print-ready and screen-ready label deliverables
Cons
  • –Nutrition Facts-specific compliance tools are not built-in for automatic rules
  • –Advanced label workflows can feel heavier than lightweight label apps
  • –Costs can rise quickly when multiple contributors need accounts

Best for: Teams creating branded Nutrition Facts Labels with fast template editing

#5

Inkscape

open-source-vector

Inkscape offers free vector label design with text and grid alignment for producing nutrition facts label artwork.

8.1/10
Overall
Features8.1/10
Ease of Use8.1/10
Value8.1/10
Standout feature

Snap-to-guides and grid alignment for consistent multi-column nutrition label layouts

Inkscape stands out because it builds nutrition facts labels as precision vector artwork using editable text, shapes, and grids. It supports creating reusable label templates with layers, style controls, and export to print-ready formats like PDF and SVG.

Pros
  • +Vector-based editing enables crisp text and linework for labels
  • +Template creation with layers and styles speeds repeat production
  • +PDF and SVG export supports professional printing and scaling
Cons
  • –No built-in nutrient database or auto-calculation from food entries
  • –Manual layout work makes complex standardized label rules harder
  • –Text styling and grid control can feel complex for first-time labelers

Best for: Designers producing custom nutrition labels from templates without data automation

#6

Google Docs

collaborative-docs

Google Docs enables table and style-based label templates that can be shared and exported for consistent nutrition facts label formatting.

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

Built-in table styling plus shared commenting for collaborative label layout and review

Google Docs stands out for creating Nutrition Facts labels directly in a shared document with real-time collaboration and comment-based review. You get robust formatting controls like tables, styles, headers, and page layout tools for building label templates and consistent nutrient sections.

Pros
  • +Real-time collaboration with commenting for label review and approvals
  • +Flexible tables and styles for consistent Nutrition Facts formatting
  • +Exports to PDF for printing-ready label files
  • +Easy reuse through templates and copy between documents
Cons
  • –No built-in nutrition calculation for calories or nutrient totals
  • –Version control and audit trails are weaker than dedicated compliance tools
  • –Automation for large label batches requires external tooling

Best for: Teams drafting compliant-looking Nutrition Facts labels in shared documents

#7

LibreOffice Writer

desktop-offline

LibreOffice Writer offers offline document editing with styles and table tools to produce repeatable nutrition facts label documents.

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

Style-based tables and mail merge for repeatable nutrition label layouts from spreadsheets

LibreOffice Writer stands out for producing label-ready documents with precise table layouts and style-driven formatting. You can build nutrition facts labels using table grids, cell borders, paragraph styles, and embedded images or logos.

Pros
  • +Table and border controls support tightly aligned label sections
  • +Paragraph and character styles keep font rules consistent across pages
  • +PDF export creates print-ready files for packaging workflows
  • +Mail merge enables batch generation from spreadsheets
Cons
  • –No dedicated nutrition-label compliance wizard or automatic field mapping
  • –Complex label rules require manual layout and formula work
  • –Limited built-in support for regulatory-specific templates and validation

Best for: Small teams needing customizable, spreadsheet-fed label layouts without specialized tools

#8

Printify Product Mockups

mockup-workflow

Printify’s mockup tools help you visualize label artwork on products and manage design exports for fulfillment.

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

Product mockup previews for uploaded label artwork across many apparel and packaging styles

Printify Product Mockups stands out for turning Nutrition Facts label designs into realistic product previews through a mockup-first workflow. It supports importing label artwork and generating images for many apparel and packaging mockups, which helps visualize nutrition details before print production.

Pros
  • +Realistic mockups make Nutrition Facts label positioning easy to assess
  • +Supports uploading and placing label artwork on many mockup formats
  • +Speeds up listing image creation for nutrition label compliant-looking packaging
Cons
  • –No nutrient calculator or label auto-generation for Nutrition Facts sections
  • –Limited regulatory validation for serving sizes, rounding, and required fields
  • –Mockup templates cannot guarantee final print accuracy for every printer

Best for: Brands needing lifelike previews of Nutrition Facts labels on products, not label generation

#9

Printful Mockup Generator

label-mockups

Printful provides mockup workflows that let you preview label designs for products and export assets for production use.

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

Realistic packaging mockups that preview label placement directly on Printful product templates

Printful Mockup Generator stands out with a drag-and-drop mockup workflow that quickly places Nutrition Facts label artwork onto real product packaging views. It supports creating label-ready designs using Printful’s template and image placement tools, then exporting print-ready outputs for production.

Pros
  • +Fast mockup placement for label designs on realistic product packaging
  • +Works well with Printful label and packaging production workflows
  • +Preview changes immediately to refine size, margins, and placement
  • +Template-driven layout reduces setup time for consistent positioning
Cons
  • –No built-in nutrition facts calculators for serving size or %DV
  • –Limited regulatory formatting guidance for different label jurisdictions
  • –Mockup tooling does not replace proper label art and export controls
  • –Value depends on using Printful production, not standalone labeling

Best for: Brands needing quick Nutrition Facts label mockups inside Printful workflows

#10

Affinity Designer

vector-design

Affinity Designer provides vector and text tooling for pixel-accurate nutrition label layouts that you can export for print production.

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

Vector text and styles for precise spacing in complex nutrition facts layouts

Affinity Designer stands out as a professional vector design tool that you can repurpose for nutrition facts label layouts with precise typography and grid-aligned components. It supports vector text, shapes, symbols, and reusable styles so you can build consistent label masters and swap content across SKUs.

Pros
  • +Vector-first design gives crisp, scalable nutrition label artwork
  • +Reusable styles and symbols speed consistent multi-SKU label production
  • +High-quality PDF and raster exports support print-ready workflows
Cons
  • –No built-in nutrition label rule checking or mandatory field automation
  • –Manual data entry makes frequent SKU updates slower than template tools
  • –Learning curve is higher than label-focused software

Best for: Design-led teams creating compliant nutrition labels with manual control

Conclusion

After evaluating 10 nutrition facts label software, Canva 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
Canva

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 Nutrition Facts Label Software

This buyer's guide helps you choose Nutrition Facts Label Software that matches your workflow, from template-based design in Canva and Adobe Express to spreadsheet-driven batching with Microsoft Word and LibreOffice Writer. You will also see when precision vector layout tools like Figma, Affinity Designer, and Inkscape fit nutrition label production. It closes with mockup-first options in Printful Mockup Generator and Printify Product Mockups for packaging previews.

What Is Nutrition Facts Label Software?

Nutrition Facts Label Software is a toolset for creating nutrition label artwork with accurate layout structure, repeatable formatting, and exportable files for packaging and e-commerce use. It solves the problem of producing consistent label designs across multiple SKUs using tables, styles, templates, and reusable assets. Canva and Adobe Express represent label design workflows where templates and brand styling drive fast production. Microsoft Word and LibreOffice Writer represent document workflows where table formatting and mail merge batch-generate multiple label documents from spreadsheet data.

Key Features to Look For

The features that matter most are the ones that shorten label production cycles while keeping formatting consistent across many label versions.

  • Template-based label canvases with reusable styling

    Canva delivers a template-based label canvas with a Brand Kit for typography and visual consistency across SKUs. Adobe Express also uses template-first editing paired with brand kits to keep font and color choices consistent when you update label versions.

  • Brand kits and typography control for multi-SKU consistency

    Canva controls brand styling through its Brand Kit so you can standardize typography and label elements across batches. Adobe Express provides similar brand kit controls so teams can maintain consistent label identity across repeated nutrition label layouts.

  • Spreadsheet-to-label batching using mail merge

    Microsoft Word supports mail merge so you can generate multiple Nutrition Facts Label documents from spreadsheet fields. LibreOffice Writer also provides mail merge so you can batch-produce repeatable label documents from spreadsheet-fed layouts with table structures.

  • Table styling and shared review workflows for label collaboration

    Google Docs provides table and style controls plus shared commenting so teams can collaborate on label layout and review notes in a single document. Word and LibreOffice Writer also support reusable table structures, but Google Docs emphasizes in-document collaboration with commenting for approvals.

  • Data-driven text and component reuse for batch label variations

    Figma supports data-driven text and reusable components so you can populate product-specific nutrition values and export many label variants. Figma uses CSV-driven text population so batching can focus on swapping nutrition fields rather than rebuilding layout every time.

  • Vector-precise layout exports for print-ready artwork

    Affinity Designer provides vector text and reusable styles for crisp spacing in complex nutrition facts layouts with high-quality PDF and raster exports. Inkscape offers snap-to-guides and grid alignment with layered templates and PDF or SVG export for clean, scalable label artwork.

How to Choose the Right Nutrition Facts Label Software

Pick the tool that matches your production method for nutrition values, whether you are designing from templates, generating from spreadsheets, or exporting mockups for packaging previews.

  • Choose your production workflow: template design vs spreadsheet batching vs design-from-components

    If you want drag-and-drop label layout speed with standardized visuals, choose Canva because it uses reusable templates and a Brand Kit for typography and element consistency. If you want template editing with team review and consistent brand styling, choose Adobe Express. If you rely on spreadsheets for repeated label generation, choose Microsoft Word or LibreOffice Writer because both support mail merge.

  • Confirm how you will populate nutrition values across SKUs

    If you plan to update nutrition fields across many labels, choose a tool that reduces rebuild time. Figma supports data-driven components and CSV-driven text population so you can batch-generate label variations by swapping text values. Canva can reuse templates and styling across batches, but data importing from spreadsheets requires more manual layout work for accuracy.

  • Match the collaboration and review path to your team process

    If you need in-document collaboration with comments, choose Google Docs because it supports real-time collaboration and comment-based review tied to table-driven label formatting. If you prefer brand-controlled template iteration, choose Adobe Express for team review and faster template editing cycles. If you need desktop layout control without built-in collaboration, Microsoft Word and LibreOffice Writer support batch output through structured templates and mail merge.

  • Select the output format your packaging and production pipeline expects

    If your workflow needs print-ready label files, prioritize tools with strong export options for finished artwork. Canva exports finished designs as PDF or PNG. Microsoft Word and LibreOffice Writer export to PDF for printing handoffs. Inkscape exports to PDF and SVG, while Affinity Designer supports high-quality PDF and raster exports.

  • Use mockup tools only for placement visualization, not label generation

    If your goal is to preview label artwork on product packaging templates for store images and packaging placement checks, choose Printful Mockup Generator or Printify Product Mockups. These tools focus on realistic visual context for your uploaded label artwork and do not provide nutrition facts calculators for serving-size math or regulatory field logic. Use them when placement and sizing are the risk, not when label correctness depends on structured nutrient computation.

Who Needs Nutrition Facts Label Software?

Different label makers need different strengths, so the right choice depends on whether you optimize for template speed, spreadsheet batching, collaboration, or vector precision.

  • Small brands that need fast, consistent nutrition label layouts without code

    Canva fits this need because it uses drag-and-drop templates and a Brand Kit to keep typography and label styling consistent across batches. Adobe Express also fits branded label production teams that need template-first editing, but Canva emphasizes speed and lightweight workflow for small brands.

  • Teams producing many branded labels and iterating through collaboration cycles

    Adobe Express fits teams that want brand kits and template editing with collaboration for quick label version iterations. Google Docs fits teams that prefer shared document workflows with table styling and comment-based review during label approvals.

  • Operations teams and small groups that generate labels from spreadsheet fields

    Microsoft Word fits when your nutrition values live in spreadsheets and you need mail merge to generate many label documents from spreadsheet fields. LibreOffice Writer fits when you want offline, table-driven label templates plus mail merge for batch labeling from spreadsheet data.

  • Design-led brands that need pixel-accurate or grid-perfect nutrition facts layout control

    Affinity Designer is a strong fit for design-led teams because it provides vector-first text tooling and reusable styles for precise spacing in complex layouts. Inkscape and Figma fit teams that want structured layout control with grid alignment and reusable components, while relying on manual or external processes for nutrient calculation and regulatory rule checks.

Common Mistakes to Avoid

Many teams lose time because they pick tools that do not provide nutrition correctness logic or because they underestimate how manual work is required for structured label rules.

  • Expecting an automatic nutrition facts compliance engine inside design tools

    Canva, Adobe Express, and Figma all lack built-in nutrition regulation validation and structured compliance logic, so you must manage nutrient accuracy and required-field rules outside the editor. Microsoft Word, Google Docs, and LibreOffice Writer also do not provide nutrient calculation or compliance rule enforcement, so spreadsheet math and formatting validation must happen in your process.

  • Relying on spreadsheets while assuming layout automation will stay accurate without manual adjustment

    Canva requires manual layout work to keep data importing from spreadsheets accurate for label precision. In document tools like Microsoft Word and LibreOffice Writer, mail merge helps batching, but changes to label formats still require template updates to prevent misalignment.

  • Using mockup generators as a substitute for correct nutrition label output

    Printful Mockup Generator and Printify Product Mockups preview uploaded label artwork on packaging or product mockups but do not provide nutrition facts calculators for serving size or %DV logic. If you need computed label values and regulatory formatting, choose template or document tools like Canva, Word, or Figma for the label build and then use mockup tools only for placement visualization.

  • Ignoring version control and auditability during collaborative label production

    Google Docs supports real-time collaboration with commenting, but it does not replace a dedicated compliance generation engine with strict audit trails for label correctness. Design tools like Adobe Express can speed collaboration, but you still need a clear workflow for managing label versions when multiple contributors edit templates.

How We Selected and Ranked These Tools

We evaluated each tool on overall fit for Nutrition Facts Label work, focusing on feature depth, ease of use for building repeatable label layouts, and value for the workflow it supports. We also separated tools that primarily drive label design from tools that support spreadsheet batching or mockup placement visualization. Canva separated itself with a template-based label canvas plus Brand Kit styling and multi-page export, which directly supports fast, consistent multi-SKU production. Lower-ranked tools like Printify Product Mockups and Printful Mockup Generator scored lower for label software use because their mockup workflows prioritize placement previews over nutrition label generation and regulatory-field correctness.

Frequently Asked Questions About Nutrition Facts Label Software

Which tools support batch label generation from spreadsheets or CSV data?
Microsoft Word and Google Docs can batch-produce label documents with mail merge fields, which works well when nutrition values live in a spreadsheet. Figma supports data-driven text populated from CSV inputs, so teams can generate multiple variants from a single component layout. These two approaches differ in where calculation and population happen, with Word and Docs relying on document fields and Figma relying on data-driven components.
How do integrations and APIs typically fit into Nutrition Facts panel generation workflows?
Google Docs works with automation through the Google Docs ecosystem, so Apps Script add-ons can feed text and images into shared label documents. Other design tools such as Figma and Canva focus on design operations and exports, so external automation usually runs outside the editor and pushes values into templates. Word can receive structured inputs via mail merge, but the automation logic still lives in the spreadsheet-to-document pipeline.
When teams need single sign-on and role-based access, what options exist?
Figma and Canva both support team collaboration features that map to admin-managed access in their respective organizational settings. Google Docs also supports enterprise identity and access controls through the Google Workspace ecosystem. Microsoft Word setups depend on the broader Microsoft identity and document permissions model used for the shared drives and repositories.
What breaks if a design tool lacks built-in nutrition-label compliance logic?
Affinity Designer and Inkscape provide strong layout control but do not include nutrition-regulation validation, so nutrient values and formatting rules must be enforced by external review and tooling. Figma has data-driven population for text but still lacks regulatory validation, so wrong rounding or serving-size relationships can still be exported. Google Docs can help teams keep the template consistent, but it still won’t calculate nutrient declarations or daily value formatting automatically.
How should teams migrate existing label templates and nutrient data into a new workflow?
Microsoft Word and LibreOffice Writer can migrate repeatable layouts using style-driven templates and then reuse existing spreadsheet fields through mail merge. Figma can migrate by recreating the label as a component system and then mapping CSV columns to data-driven text nodes. Canva and Adobe Express usually require rebuilding templates inside their editors, which is faster for layout but slower for converting existing data models into a new schema.
Which tools are best for multi-SKU consistency when the team changes fonts, spacing, or brand assets?
Adobe Express uses brand kits and template editing controls to keep typography and layout consistent across many SKUs. Canva also centralizes reusable styling via Brand Kit workflows, which reduces drift between batch variants. Figma’s component-based layout helps enforce consistent spacing rules, but compliance formatting still depends on external data accuracy and template discipline.
What tradeoffs appear when exporting for print-ready PDFs versus e-commerce image assets?
Figma exports high-resolution PNG and PDF proofs, which supports both print review and digital uploads with fewer format conversions. Canva supports export workflows for print-ready files, but teams often need to verify dieline alignment outside the design environment. Adobe Express and Google Docs can export finished graphics, yet teams still need to check that tables and line breaks render the same way in the final PDF used by the print vendor.
How do admin controls and audit trails differ between document-based collaboration and design-based collaboration?
Google Docs provides comment-based review in a shared document, which typically logs changes and supports structured collaboration inside the Docs revision model. Figma and Canva treat labels as design assets that go through version history and review workflows tied to project access settings. Microsoft Word mail merge workflows can centralize output generation, but audit detail tends to follow the file and permission structure used in the storage system rather than the label editor itself.
Which tool supports label mockups inside an end-to-end product workflow, and what is the limitation?
Printful Mockup Generator places label artwork onto real packaging views inside Printful’s workflow, which helps teams validate placement and scale before production. Printify Product Mockups does the same preview role across many packaging and apparel mockup types. Both tools focus on visual context, so they do not replace nutrition data validation for serving size conversion, daily value calculation, or allergen declaration logic.

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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