GITNUXSOFTWARE REVIEW
Education LearningTop 10 Best Business Writing Software of 2026
Compare business writing software tools for drafting, editing, and clarity, with tradeoffs for teams and individual writers.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
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Framework: Features 40% · Ease 30% · Value 30%
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Writer is the best choice for distributed teams that need consistent business writing because it enforces brand voice during drafting and supports controlled approvals, while LanguageTool is a strong alternative for SMB groups wanting repeatable grammar and style checks in shared document workflows via self-hosted or API options.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Writer
Brand voice enforcement applies writing rules during drafting, so compliance happens before review rather than after edits.
Best for: Fits when distributed teams need consistent business writing with reusable snippets and controlled approvals.
LanguageTool
Editor pickSelf-host and API integration options enable automated grammar checks inside custom proposal and document pipelines.
Best for: Fits when teams need repeatable grammar and style enforcement across shared business drafts.
Textio
Editor pickTextio’s writing evaluation tied to target message goals, which surfaces specific revision guidance inside the drafting flow.
Best for: Fits when teams need consistent, high-throughput drafting of business messages with measurable writing feedback.
Comparison Table
Writer
enterpriseEnterprise generative AI platform for on-brand business content creation.
Brand voice enforcement applies writing rules during drafting, so compliance happens before review rather than after edits.
Writer’s core workflow centers on creating content with enforced team writing rules, then circulating it for review using approval flows tied to roles and document status. Teams can standardize wording through snippet libraries and template libraries, which reduces rewrite churn when similar business documents recur. Grammar and clarity feedback is inline so writers correct issues before documents move into review.
A key tradeoff is that Writer’s strongest value appears when teams invest in maintaining their writing guidance and snippet content, since the quality of outputs depends on those inputs. Writer fits best for recurring business writing like internal announcements, marketing emails, sales collateral drafts, and customer-facing response documents that must stay consistent across contributors.
- +Inline feedback that enforces team writing rules during drafting
- +Snippet and template libraries reduce repeated rework
- +Approval workflows support controlled review before publishing
- +Admin features support organization-wide governance and configuration
- –Document quality depends on ongoing maintenance of writing guidance
- –Advanced integrations require engineering effort for full workflow coverage
- –Some niche document formats need manual formatting after export
- –Governance can feel heavy for small teams with few standards
Marketing operations teams
Standardize campaign email drafts
Fewer review iterations
Sales enablement teams
Govern proposal and outreach language
More on-brand messaging
Show 2 more scenarios
Customer success teams
Keep support replies readable
Faster first draft quality
Inline clarity and style feedback reduces jargon and improves readability before replies go to customers.
Legal and compliance reviewers
Review controlled external statements
Lower risk edits
Approval workflows route drafts to reviewers and record the status transitions for accountability.
Best for: Fits when distributed teams need consistent business writing with reusable snippets and controlled approvals.
LanguageTool
SMBMultilingual grammar and style checker for business writing.
Self-host and API integration options enable automated grammar checks inside custom proposal and document pipelines.
LanguageTool performs grammar checking and style guidance with syntax-aware suggestions for business documents. It supports multiple languages, offers tone-related options through configurable writing preferences, and calculates readability-style metrics to flag hard-to-read phrasing.
For teams, it works as a browser and editor assistant and also supports deployment and integration paths via API and add-on style connectors. That combination makes it practical for review workflows that need consistent language quality checks across proposals, emails, and internal reports.
- +Syntax-aware grammar rules with contextual rewrite suggestions
- +Configurable writing preferences to reduce repeated style mistakes
- +Readable feedback that separates error detection from correction options
- +API options support embedding checks into custom document workflows
- –Bulk editing at scale depends on how integration is implemented
- –Tone guidance can require iterative tuning to match brand voice
Everyday writers and creators
Proofread browser-based business messages
Issues revised during drafting
Developers and content platform teams
Run automated language checks via API
Programmatic checks before delivery
Show 2 more scenarios
Documentation and content teams
Scan guides for inconsistent terminology
More consistent documentation
Batch-style review helps identify language errors and terminology drift across help content and docs.
Multilingual writers and learners
Draft across languages and variants
Consistent drafts across locales
Checks cover grammar, spelling, punctuation, and style across multiple languages and regional variants.
Best for: Fits when teams need repeatable grammar and style enforcement across shared business drafts.
Textio
enterpriseAugmented writing platform for recruiting and HR business communications.
Textio’s writing evaluation tied to target message goals, which surfaces specific revision guidance inside the drafting flow.
Textio applies structured writing intelligence to business messages, with workflow support built around preparing drafts that match target job and brand expectations. The core experience centers on AI-assisted drafting plus scorecards that flag clarity and effectiveness issues tied to hiring and other business writing tasks.
Textio also supports team use through managed prompts, reusable writing patterns, and review-oriented collaboration for faster iteration cycles. Integration options are strongest around connecting Textio’s writing workflow to the systems where teams manage content and approvals.
- +Actionable writing scorecards tied to real business outcomes
- +Reusable message patterns reduce repeated reformulation work
- +Workflow supports review cycles for consistency across drafts
- +AI-assisted drafting suggests revisions grounded in writing rules
- –Best results depend on strong target-message setup
- –Coverage is strongest for hiring and job-related language workflows
HR communications teams
Calibrate internal announcement tone
More consistently calibrated messaging
HR recruiting operations teams
Standardize role descriptions language
More consistent role descriptions
Show 2 more scenarios
Sourcers and recruiters
Improve candidate outreach messaging
More targeted candidate messaging
Draft-level feedback refines sourcing and outreach language for clearer, more targeted communication.
Managers and HR partners
Refine inclusiveness in feedback
More consistent feedback language
Review guidance improves clarity and inclusiveness in performance feedback before it is sent.
Best for: Fits when teams need consistent, high-throughput drafting of business messages with measurable writing feedback.
Anyword
SMBAI copywriting platform with predictive performance scoring.
Prediction-driven copy scoring ranks variations by estimated performance for the specified message objective.
Anyword’s core loop starts with a target audience and message goal, then produces multiple snippet options for subject lines, ads, emails, landing pages, and other marketing copy formats. The selection step centers on model-driven performance predictions plus readability diagnostics that help narrow drafts before human edits. Reuse is handled through template libraries and saved message patterns, which reduces rewrite churn when proposals and campaign assets repeat similar phrasing.
- +Performance prediction scores help teams pick drafts with lower revision cycles
- +Template libraries keep recurring messaging consistent across campaigns
- +Readability diagnostics flag issues before copy goes to production
- +Snippet generation accelerates channel-specific variants from one brief
- –Best results require clear audience and objective inputs
- –Long-form proposal assembly needs extra tooling beyond generation
Growth marketing teams
Generate ad and landing page variants
Quicker iteration and fewer rewrites
Product marketing teams
Calibrate messaging for launches
More consistent launch communications
Show 2 more scenarios
B2B revenue operations teams
Draft email sequences with intent
Higher engagement from targeted outreach
Teams generate subject lines and email drafts tied to goal and audience, then refine the winners.
Agencies and copy teams
Standardize client voice across assets
Lower editing time per deliverable
Reusable templates reduce per-asset rewriting while keeping language direction aligned to the client brief.
Best for: Fits when marketing teams need fast, scored copy variants that stay aligned to brand voice and tone targets.
Hemingway Editor
SMBEditor that highlights complex sentences and readability issues.
Real-time sentence-level highlighting with readability scoring tied to the current draft text.
Hemingway Editor gives immediate, line-level feedback that flags issues such as hard-to-read sentence structure and overuse of adverbs. Readability scoring updates with edits, which supports quick tuning for plain language goals. The editor is built for hands-on revision rather than structured document automation or content pipelines. This makes it a good fit for individual writers and small editing loops that need fast turnaround without approvals.
- +Live highlights for complex sentences, passive voice, and wordy phrases
- +Readability scoring updates as edits change structure
- +Simple draft-to-revision flow with minimal tooling overhead
- +Works well for plain-language cleanup before publishing
- –No built-in collaboration, comments, or approval workflows
- –No documented API or automation hooks for connected writing pipelines
Marketing operations teams
Tighten landing page copy drafts
Cleaner copy with clearer structure
Sales teams
Refine proposal narrative sections
More readable proposals for clients
Show 1 more scenario
Product managers
Edit release notes for clarity
Shorter, easier-to-understand updates
Use readability scoring and highlighting to improve scan-ability for stakeholders.
Best for: Fits when a business writer needs quick clarity fixes before sending drafts to reviewers.
Copy.ai
SMBAI platform for generating marketing and business copy.
Tone-of-voice presets tied to generated output reduce rework when many writers must follow one brand voice.
Copy.ai is a business writing tool focused on generating drafts from prompts, templates, and brand voice settings rather than rewriting existing documents. Teams use it for snippet generation and template libraries to accelerate content creation for sales, marketing, and internal business communications.
- +Template libraries speed up repeatable business document drafts
- +API integration supports automated text generation in external workflows
- +Tone presets help keep generated output consistent across writers
- +Snippet generation supports rapid reuse of common sections
- –Grammar checking quality varies by prompt specificity and source material
- –Clause repositories can become hard to govern without naming conventions
- –Long document assembly needs more manual cleanup than template-based writing
- –Collaboration features rely more on editor usage than formal approval workflows
Operations and leadership teams
Draft narrative report sections
Structured narrative drafts
Sales and customer success teams
Generate editable correspondence drafts
Faster editable drafts
Show 2 more scenarios
Product marketing teams
Create product descriptions from briefs
Consistent product messaging
Product and offer details generate structured copy that stays consistent across releases.
Marketing teams
Produce first drafts for campaigns
Faster first drafts
Campaign briefs generate copy for ads, emails, landing pages, and promotions.
Best for: Fits when teams need fast AI-assisted drafting for repeatable business documents with consistent tone and API-driven automation.
DeepL Write
SMBAI writing assistant improving phrasing, tone, and word choice.
DeepL Write’s interactive rewrite suggestions prioritize readability and professional tone in-place, reducing back-and-forth edits.
DeepL Write pairs grammar and clarity checking with AI-assisted drafting that keeps sentences readable and consistent across business documents. Its main workflow focuses on rewriting suggestions rather than document-wide rule authoring, so teams can iterate on text before export.
- +Rewrite suggestions are fast to apply inside the editor workflow
- +Clarity and grammar feedback focuses on sentence-level issues
- +Multilingual writing support helps standardize wording across regions
- +Tone and phrasing improvements reduce manual rewording cycles
- –Limited depth for company-wide style guide enforcement at scale
- –Automation coverage for approval workflows is not as end-to-end as document systems
- –Document collection-wide reporting is less granular than dedicated governance tools
- –API surface for custom integrations is narrower than full writing suites
Business communicators
Proofread emails for language errors
Fewer language errors
Multilingual editors and international teams
Refine tone across multiple languages
More natural writing
Show 2 more scenarios
Authors and professional writers
Revise long-form drafts incrementally
More polished draft
Targeted paragraph-level suggestions support step-by-step editing for longer business documents.
Students and academic writers
Improve academic prose phrasing
Clearer academic language
Writing refinements improve clarity and tone in essays while keeping the full draft intact.
Best for: Fits when teams need rapid sentence rewrites for business drafts with multilingual consistency checks.
QuillBot
SMBAI paraphrasing and summarizing tool for written content.
Paraphrasing modes that change the rewrite behavior to match targets like shortening or formal rewriting.
QuillBot centers on rewriting and paraphrasing, with modes that adjust how sentences are transformed before grammar and clarity are finalized.
- +Multi-mode paraphrasing that outputs distinct sentence rewrites quickly
- +Grammar and clarity checks run inside the editing experience
- +Style presets help keep rewritten text closer to a chosen voice
- +Export options support common document formats for review cycles
- –Automation and API surface for business workflows is limited compared with enterprise tools
- –In-depth approval workflow and audit log controls are not the product focus
- –Terminology consistency checking needs manual oversight on larger clause libraries
- –Collaboration features provide sharing, but version control granularity is basic
Professionals and business owners
Rewrite emails to sound more formal
More concise messages
Online writers and professionals
Proofread browser-written drafts
Faster sentence fixes
Show 2 more scenarios
Students and academic writers
Rephrase paragraphs with grammar checks
Clearer academic wording
Rewrite options support clearer and more varied wording as grammar is finalized.
Content writers and website editors
Refresh recurring website copy wording
Updated copy with less repetition
Alternate wording helps reduce repeated phrasing across articles and page sections.
Best for: Fits when teams need fast paraphrasing plus grammar and clarity edits for internal documents and drafts.
Outwrite
SMBWriting assistant for grammar, style, and paraphrasing.
Tone calibration and readability scoring stay linked to the live editing review, not only to a post-hoc checker.
Outwrite is a writing and review workspace built for business teams that need consistent grammar, clarity, and brand tone across long-form documents. It focuses on guided review with readability and style feedback, plus controlled snippet and template reuse for proposal and client-facing writing.
- +Readability and style checks highlight issues as writing changes
- +Snippet and template reuse reduces repeated proposal phrasing
- +Collaboration and review states support structured feedback cycles
- +Tone calibration helps keep client messaging consistent
- –Export and formatting controls are limited for complex layouts
- –Automation depth is thin without heavier workflow integrations
- –Advanced governance options like granular RBAC are not prominent
- –Large document handling can slow down on dense proposals
Content writers
Clarify readability in complex drafts
Clearer and more direct writing
Technical and web writers
Shorten dense sentences in drafts
More concise writing
Show 2 more scenarios
Report writers and researchers
Iterate through review passes on reports
More polished drafts
Categorized suggestions and revision history support multiple passes before final submission.
Editorial and marketing teams
Standardize tone across recurring documents
More consistent voice
Writing preferences apply consistent tone and style feedback to proposal and client-facing drafts.
Best for: Fits when teams need tone and readability feedback plus reusable proposal blocks in collaborative review.
Rytr
SMBAI writing assistant for short-form business copy generation.
Tone calibration using tone-of-voice presets to keep multi-email sequences aligned to a specific brand voice.
Rytr generates first drafts for business writing tasks using prompt-based snippet generation and reusable writing templates. It includes grammar and clarity checks plus readability scoring so edits can be guided by measurable signals.
- +Tone-of-voice presets keep outreach copy consistent across related drafts
- +Prompt-to-draft workflow is fast for first-pass business writing
- +Readability scoring provides a concrete edit target during revisions
- +Template libraries speed up repeatable content formats like email and proposals
- –Long proposal assembly can require manual restructuring after generation
- –Terminology consistency checking is limited when sources must be cited
- –Approval workflows and version control are not built for formal review cycles
- –Collaboration features are thin for teams that need tracked edits
Sales, marketing, and operations staff
Draft email variants and subject lines
Faster email composition
Blog writers and content marketers
Generate blog sections from prompts
Editable blog section drafts
Show 2 more scenarios
Freelance writers and consultants
Produce client-ready drafts for recurring content
Faster first drafts
Generated drafts help create variations by voice so work needs less rewriting during revision.
Small businesses and content teams
Localize short messaging across languages
Draft localized messaging
Supported languages and tone options generate concise localized messaging for review workflows.
Best for: Fits when teams need quick, guided drafts for emails and proposal sections without heavy review governance.
Conclusion
After evaluating 10 business writing software, Writer 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 Business Writing Software
Business writing software combines grammar and clarity checks with drafting guidance, template reuse, and workflow controls for teams that need consistent messaging across shared documents.
This guide covers Anyword, Hemingway Editor, Writer, Textio, LanguageTool, Copy.ai, QuillBot, DeepL Write, Rytr, and Outwrite, with emphasis on integration depth, automation and API surface, and governance controls such as drafting enforcement and review handoff fit. The coverage focuses on how each tool handles grammar and readability feedback, plus how it supports reusable structures like snippet and template libraries for repeatable business writing.
Business Writing Software for grammar, clarity, and structured drafting workflows
Business writing software provides real-time and batch grammar checking, sentence-level rewrite suggestions, and readability scoring inside writing or document pipelines.
Some tools also embed team writing rules during drafting, such as Writer’s brand voice enforcement that applies rules while content is still being created. Others tie writing feedback to business objectives, such as Textio’s writing evaluation that connects revision guidance to target message goals. Tools differ sharply in automation depth and extensibility, including LanguageTool’s self-host and API integration options and Anyword’s prediction-driven copy scoring that ranks variations against a specified objective.
Business writing features that determine grammar quality, reuse, and team throughput
Grammar checking and clarity feedback matter most when the tool edits the draft in-place, because sentence-level corrections reduce revision churn before content reaches reviewers. Hemingway Editor and DeepL Write both focus on in-editor rewrite suggestions and readability feedback that respond immediately to what the writer changes.
Sentence-level clarity feedback tied to the live draft
Hemingway Editor highlights readability issues at the sentence level while it updates scoring as edits change structure. DeepL Write prioritizes fast readability and professional tone rewrite suggestions directly inside the editor workflow.
Predictive performance scoring for message variations
Anyword ranks copy variations using prediction-driven copy scoring for a specified message objective, which helps teams pick drafts that need fewer subsequent revisions. Textio ties writing evaluation to target message goals so revision guidance appears inside the drafting flow.
Brand voice enforcement during drafting with reusable guidance objects
Writer applies brand voice enforcement during drafting so team writing rules are enforced before content is finalized. Writer also uses snippet and template libraries to reduce repeated rework across recurring business documents.
Automation and integration options for document and proposal pipelines
LanguageTool offers self-host and API integration options that support automated grammar checks inside custom proposal and document pipelines. Copy.ai pairs an API integration with template libraries to generate text inside external workflows.
Governance depth for collaboration, review, and audit controls
Hemingway Editor lacks built-in collaboration, comments, and approval workflow features, so it fits best for solo draft cleanup before handoff. QuillBot also does not center an in-depth approval workflow and audit log controls, which shifts governance to external process tooling.
Template and snippet reuse for structured business artifacts
Anyword and Outwrite both include snippet and template libraries so writers can reuse recurring messaging blocks in proposal or outreach drafting. Copy.ai also uses template libraries for repeatable business document drafts, which reduces time spent rewriting common sections.
How to choose Business Writing Software for grammar coverage, measurable guidance, and workflow fit
Start with the editing loop the tool can support, because Hemingway Editor and Outwrite provide live readability and style feedback inside the editing experience. Then decide whether the team needs objective-tied evaluations like Anyword prediction-driven copy scoring or Textio message goal scoring that produces revision guidance aligned to outcomes.
Pick the primary feedback loop: live readability vs objective scoring
If the priority is immediate sentence-level clarity fixes, choose Hemingway Editor because it highlights complex sentences and tracks readability scoring as edits change structure. If the priority is choosing between alternatives based on an objective, choose Anyword because it ranks variations with prediction-driven copy scoring for the specified message goal.
Decide how writing rules must be enforced across teams
If enforcement has to occur while content is still being created, choose Writer because it applies team writing rules during drafting rather than after edits. If the team prefers evaluation guidance tied to target message goals, choose Textio because the writing scorecards surface specific revision guidance inside the drafting flow.
Match integration needs to the tool’s automation surface
If writing checks must run automatically inside existing document and proposal pipelines, choose LanguageTool because it supports self-host and API integration options. If automation is centered on generating text inside external workflows, choose Copy.ai because its API integration is designed for automated text generation tied to its template libraries.
Separate paraphrasing help from approval workflow requirements
If the main workflow is paraphrasing plus clarity edits for internal drafts, choose QuillBot because it offers multi-mode paraphrasing that changes rewrite behavior based on shortening or formal rewriting targets. If approval workflows and audit logging are required inside the writing layer, avoid tools like Hemingway Editor because it has no built-in collaboration, comments, or approval workflows.
Validate governance control depth against how templates and clauses will be managed
If the organization uses reusable messaging blocks and needs them governed through named guidance and ongoing maintenance, choose Writer because document quality depends on maintaining the writing guidance. If the organization needs fast tone calibration for outreach sequences with light governance, choose Rytr because its tone-of-voice presets keep multi-email sequences aligned without deeper approval workflow focus.
Who Business Writing Software is for and where each tool fits
Business writing software fits roles that must standardize grammar, clarity, and tone across shared drafts that move through review or external publishing. The strongest matches depend on whether the job requires sentence-level cleanup, objective-tied evaluation, or controlled brand voice enforcement during drafting.
Marketing teams running rapid message iteration
Anyword fits teams that must rank multiple copy variations using prediction-driven copy scoring for a specified message objective. Textio fits teams that want writing evaluation tied to target message goals and actionable revision guidance inside drafting.
Editors and business writers doing quick clarity passes before review
Hemingway Editor fits writers who need real-time sentence-level highlighting and readability scoring tied to the current draft text. DeepL Write fits writers who need fast interactive rewrite suggestions focused on readability and professional tone.
Distributed teams that must enforce a shared brand voice
Writer fits organizations that require brand voice enforcement during drafting, so compliance happens before review rather than after. Outwrite fits teams that want tone and readability feedback linked to live editing while also reusing proposal blocks.
Operations teams building automated document and proposal quality checks
LanguageTool fits pipelines that need self-host and API integration options for automated grammar checks inside custom proposal and document workflows. Copy.ai fits automated text generation use cases where the API supports generation inside external workflows.
Teams focused on outreach sequences and tone calibration without heavy governance
Rytr fits organizations that prioritize quick guided drafts for emails and proposal sections with tone-of-voice presets for multi-email sequence consistency. QuillBot fits teams that mostly need paraphrasing modes plus grammar and clarity edits for internal drafts.
Common failure modes when adopting Business Writing Software
Teams often under-judge how the writing feedback loop changes revision behavior, because a tool that provides live readability highlights supports different workflows than tools that score variations against objectives. Other failures come from treating reusable templates and writing rules as static, even when the tool’s quality depends on maintenance.
Buying a sentence checker for a workflow that requires drafting approvals
Hemingway Editor does not include collaboration, comments, or approval workflows, so it cannot replace an approval layer. QuillBot also does not center approval workflow and audit log controls, so governance must be implemented outside the writing tool.
Assuming objective scoring works without target-message setup
Anyword’s prediction-driven copy scoring depends on clear audience and objective inputs, so vague setup increases revision churn. Textio’s scorecard guidance depends on strong target-message setup, so weak goal definitions reduce actionable feedback.
Treating brand voice guidance as a one-time configuration
Writer enforces team writing rules during drafting, but document quality depends on ongoing maintenance of writing guidance. Copy.ai and clause repositories can also become hard to govern without naming conventions, so governance effort must be planned.
Overestimating automation coverage for enterprise workflows
LanguageTool supports self-host and API integration options, which suits automated grammar checks inside custom pipelines. Hemingway Editor lacks documented API or automation hooks for connected writing pipelines, so integration-heavy workflows may require another layer.
Using paraphrasing tools as the primary source of company-wide style enforcement
QuillBot excels at multi-mode paraphrasing plus grammar and clarity checks, but its automation and API surface is limited compared with enterprise tools. DeepL Write improves readability and professional tone at the sentence level, but it has limited depth for company-wide style guide enforcement at scale.
How We Selected and Ranked These Tools
We evaluated Anyword, Hemingway Editor, Writer, Textio, LanguageTool, Copy.ai, QuillBot, DeepL Write, Rytr, and Outwrite using features and workflow fit for grammar and clarity plus drafting guidance. Features accounted for 40% of the score and emphasized in-editor feedback depth, template and snippet reuse, and message evaluation mechanisms.
Ease and value each accounted for 30% and reflected how quickly teams can apply feedback in the writing experience and how much revision effort the tool reduces. Anyword earned the top rank because prediction-driven copy scoring ranked variations against a specified message objective, which directly guides selection of drafts with lower revision cycles while still supporting template libraries for recurring messaging.
Frequently Asked Questions About Business Writing Software
Which tools handle grammar and style enforcement as part of the drafting workflow instead of post-edit checks?
How do teams connect business writing tools to existing document and content systems using APIs or integrations?
When does single-user clarity editing fit better than team governance workflows?
What breaks if a workflow depends on approval states, but the tool only supports comments or lightweight collaboration?
How should organizations approach data migration when moving from existing style rules and templates into a writing workspace?
Which tools support multilingual writing and sentence-level rewrite suggestions rather than only style guidance?
Where do grammar-focused tools fall short compared to AI-assisted drafting and message-scoring workflows?
How do teams choose between paraphrasing modes and brand-voice enforcement for consistency across multiple writers?
When does extensibility matter for automation, and which tools provide the best technical surfaces?
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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