Commissioned Research
Top 10 Best Online Document Editing Software of 2026

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Digital Transformation In Industry

Top 10 Best Online Document Editing Software of 2026

Compare top online document editing software options like Microsoft Word for the web and ONLYOFFICE Docs, with tradeoffs for teams choosing tools.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.

Read our full methodology →

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

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

Online document editors matter because teams need consistent markup behavior, real-time co-authoring, and controlled access as files move through cloud storage and shared workflows. This comparison helps operators weigh Office compatibility, collaboration mechanics, and governance needs like RBAC, audit trails, and integration paths such as API and automation.

Zoho Writer is the best fit for SMB teams that need in-browser co-authoring with structured review because track changes paired with threaded comments keeps decisions tied to the exact edits, while ONLYOFFICE Docs is a strong alternative for teams that prioritize dependable DOCX interchange in a managed browser workflow.

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

Zoho Writer

Track changes combined with threaded comments lets reviewers accept, reject, and resolve decisions inside the same edit stream.

Best for: Fits when teams need in-browser co-authoring plus structured review and comment workflows.

2

ONLYOFFICE Docs

Editor pick

Built-in document editor integration with server-side conversion for export and interchange format consistency.

Best for: Fits when teams need dependable DOCX and ODF editing in a managed, browser-based workflow.

3

Microsoft Word for the web

Editor pick

In-browser co-authoring that preserves Word review conventions with threaded comments and DOCX fidelity.

Best for: Fits when teams need Word-like DOCX editing plus threaded comments in the browser.

Comparison Table

1
Zoho WriterBest overall
SMB
9.4/10
Overall
2
enterprise
8.7/10
Overall
3
8.6/10
Overall
4
8.3/10
Overall
5
API-first
8.2/10
Overall
6
emerging
7.9/10
Overall
7
7.6/10
Overall
8
7.0/10
Overall
9
vertical specialist
6.9/10
Overall
10
vertical specialist
6.6/10
Overall
#1

Zoho Writer

SMB

Online word processor with collaborative editing, automation, templates, and e-sign document workflows.

9.4/10
Overall
Features9.4/10
Ease of Use9.4/10
Value9.4/10
Standout feature

Track changes combined with threaded comments lets reviewers accept, reject, and resolve decisions inside the same edit stream.

Zoho Writer provides browser-based editing with WYSIWYG controls and formatting tools used for Word-like documents. Co-authoring runs inside shared documents with presence-style cursors and a revision timeline that supports comparing past states. Review workflows include track changes plus threaded comments that can be resolved and managed alongside edits. Exports target DOCX and PDF, which helps teams keep parity when moving between office suites.

A key tradeoff is that some advanced Word layout behaviors can render differently on DOCX round-trips compared with native Word. Zoho Writer fits best for teams that rely on consistent review annotations and comment-driven approvals rather than heavy macros. It also fits organizations that already use Zoho identity and storage so collaboration and file governance stay in one administration surface.

Pros
  • +Track changes and threaded comments keep review history attached to edits
  • +DOCX and PDF exports support common document handoffs
  • +Browser co-authoring reduces version sprawl during review cycles
  • +Rich-text formatting matches typical Word workflows
Cons
  • –DOCX round-trip fidelity can diverge for complex Word layouts
  • –Deep automation depends more on Zoho ecosystem integrations than standalone workflows
Use scenarios
  • Legal ops teams

    Edit contracts with review annotations

    Fewer review passes

  • Customer success teams

    Maintain playbooks with shared edits

    Clear accountability

Show 2 more scenarios
  • Product marketing teams

    Collaborate on launch briefs and exports

    Faster stakeholder distribution

    Writers format briefs in-browser and export to PDF for stakeholder review.

  • Internal audit teams

    Collaborate on evidence narratives

    Safer change traceability

    Reviewers leave comments on specific sections while the revision timeline preserves prior drafts.

Best for: Fits when teams need in-browser co-authoring plus structured review and comment workflows.

#2

ONLYOFFICE Docs

enterprise

Online document editors for text documents, spreadsheets, and presentations with strong Office file support.

8.7/10
Overall
Features8.7/10
Ease of Use8.7/10
Value8.7/10
Standout feature

Built-in document editor integration with server-side conversion for export and interchange format consistency.

ONLYOFFICE Docs provides web-first document editing with strong DOCX and ODF handling through a browser rendering engine and server-side conversion paths. Co-authoring support covers shared sessions with presence, comments, and change markup so teams can review and iterate inside the editor.

Document workflows integrate around template creation, form-like filling for fields, and export to PDF while preserving layout fidelity. Admins get a governance layer for tenants, user roles, and licensing-bound controls that fit organizations with centralized management.

Pros
  • +High DOCX fidelity with consistent rich text rendering in the browser
  • +Integrated comments and change tracking inside the editor workflow
  • +Server-side conversion supports export to PDF and common interchange formats
  • +Tenant-focused administration supports centralized user and permission control
Cons
  • –Advanced styling edge cases can require manual cleanup after import
  • –Real-time co-authoring conflict behavior can feel stricter than OT-first editors
Use scenarios
  • Platform administrators

    Convert and transform documents automatically

    More consistent processing results

  • Business teams

    Coauthor spreadsheets and presentations

    Fewer file handoffs

Show 2 more scenarios
  • IT administrators

    Host editors in private networks

    Greater hosting control

    Deploy web document editing inside controlled environments for access and hosting requirements.

  • Compliance reviewers

    Run tracked change and comparison reviews

    More traceable review trails

    Use revision comparison, comments, and tracked changes to manage formal edit cycles.

Best for: Fits when teams need dependable DOCX and ODF editing in a managed, browser-based workflow.

#3

Microsoft Word for the web

enterprise

Web-based document editing with Office compatibility, co-authoring, and cloud storage through Microsoft 365.

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

In-browser co-authoring that preserves Word review conventions with threaded comments and DOCX fidelity.

Microsoft Word for the web supports concurrent co-authoring in a single document with visible collaborator presence and continuous autosave for in-session changes. Review workflows are practical for teams that use Word conventions, including threaded comments and the ability to review changes when track changes is present in the DOCX. Formatting behavior aims to match Word desktop expectations so teams can iterate in the browser without breaking established styles and layout.

A key tradeoff is that Word for the web is less flexible for workflows that require code-defined content transformations or document schema automation beyond Word’s built-in features. It works best when teams need browser-based edits on existing DOCX files, such as quick turnaround on shared proposals, policy documents, and project briefs with comment-driven review.

Pros
  • +Strong DOCX round-trip fidelity for browser edits
  • +Threaded comments support structured review conversations
  • +Co-authoring shows collaborator presence during edits
  • +Autosave reduces lost work during active collaboration
Cons
  • –Automation and API surface for document structure is limited
  • –Some advanced desktop formatting workflows require desktop review
Use scenarios
  • Legal operations teams

    Review contracts with inline threaded comments

    Faster review cycles

  • Project managers

    Iterate proposal drafts with live co-authoring

    Fewer merge conflicts

Show 2 more scenarios
  • Policy and compliance teams

    Coordinate policy updates in Word documents

    Cleaner approval workflow

    Teams apply consistent formatting and run comment-based review for revisions across departments.

  • Marketing content teams

    Update long brand documents without desktop

    Less desktop dependency

    Creators revise long-form DOCX content in the browser while preserving styles and embedded assets.

Best for: Fits when teams need Word-like DOCX editing plus threaded comments in the browser.

#4

Google Docs

SMB

Browser-based word processing with real-time collaboration, comments, and version history.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Suggested edits tied to threaded comments supports structured acceptance during collaborative review in one document.

Google Docs enables collaborative real-time editing with concurrent cursor presence, plus structured review tools like comments and suggested edits. Version history provides a revision graph style timeline for rollback and comparisons during ongoing drafting. Deep Google Workspace integration connects Docs to shared Drive permissions, external sharing settings, and admin-managed user access for governance.

Pros
  • +Real-time co-authoring with live cursors and threaded comments
  • +Version history supports rollback without leaving the editor
  • +Drive permissions and shared drives align with organizational governance
  • +Offline work with later sync reduces drafting interruption
Cons
  • –DOCX layout fidelity drops on complex templates and layered objects
  • –Advanced automation needs external scripts around the API
Use scenarios
  • Product and design teams

    Review specs with threaded suggestions

    Faster spec approval cycles

  • Customer support operations

    Maintain knowledge base drafts

    Lower change-reversion risk

Show 2 more scenarios
  • Legal and compliance teams

    Track document revisions and comments

    Clear reviewer accountability

    Teams manage access so only approved roles can edit while reviewers comment on sections.

  • Revenue enablement teams

    Co-author enablement playbooks

    Consistent shared source of truth

    Enablement leads coordinate shared playbooks with consistent Drive-based permissions for sales groups.

Best for: Fits when distributed teams draft and review rich text documents with Drive-based access control.

#5

Etherpad

API-first

Open source collaborative text editor for real-time online note taking and document drafting.

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

Range-attached comments let feedback track specific selections during ongoing edits.

Etherpad performs collaborative real-time editing by syncing a shared document state among co-authors in the browser. It uses operational transform to merge concurrent changes without manual conflict resolution, and it provides chat-like in-editor commenting on text ranges.

Pros
  • +Real-time co-authoring merges concurrent edits without manual conflict handling
  • +Range comments keep feedback attached to specific text selections
  • +Shareable editing links support quick collaboration with minimal setup
  • +Rich text formatting works in-browser without desktop dependencies
Cons
  • –DOCX fidelity, complex layout features, and print-ready output are limited
  • –Advanced governance like audit logs and role-based restrictions is not granular
  • –Embedded media rendering is basic compared with full-document editors
  • –Offline editing and later sync are not a first-class workflow
Use scenarios
  • Proposal teams

    Draft proposals with remote contributors

    Faster shared drafting

  • Web application developers

    Embed real-time editing in products

    Custom co-editing workflow

Show 2 more scenarios
  • Project teams

    Edit meeting notes together online

    Less merging effort

    Capture and refine notes in a shared browser pad so updates merge without manual reconciliation.

  • Policy and review staff

    Discuss clause-level wording changes

    Focused text discussion

    Anchor review comments to the relevant text so proposed edits stay tied to the exact wording.

Best for: Fits when teams need lightweight collaborative writing in the browser with inline comments, not DOCX-grade publishing.

#6

AppFlowy

emerging

Collaborative workspace for online documents, notes, and databases with open source roots.

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

Block-first document composition with app-style page structures for living knowledge bases rather than template-bound documents.

AppFlowy is a web-based document editor built around app-style workspaces and block-based pages. It supports collaborative editing patterns that feel closer to knowledge-base apps than traditional word processors, with fast page navigation and flexible layouts.

Pros
  • +Block-based page building supports structured documentation and repeatable sections
  • +Markdown-first authoring options make content portable into other workflows
  • +Revision history and autosave reduce data-loss risk during active editing
  • +Cross-platform web access avoids editor install steps for co-authors
Cons
  • –DOCX fidelity for complex formatting is weaker than full WYSIWYG editors
  • –Long-thread comment workflows can feel less formal than enterprise review tools
Use scenarios
  • Product teams and tech writers

    Maintain living specs and docs collaboratively

    Specs stay current and navigable

  • Customer support knowledge base owners

    Update help articles with fast navigation

    Articles improve with consistent structure

Show 2 more scenarios
  • Engineering teams using markdown workflows

    Author in markdown for interoperability

    Documents reuse across toolchains

    Writers use markdown-first authoring while exporting to common document formats for sharing.

  • Ops and compliance document coordinators

    Organize policies into versioned workspaces

    Audits find the latest procedures

    Coordinators maintain structured policy pages with workspace organization and collaborative updates.

Best for: Fits when teams need wiki-like documents with structured blocks, lightweight collaboration, and export to common formats.

#7

Nuclino

SMB

Lightweight collaborative documents and knowledge workspace with real-time editing and graph-based organization.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Board-style page canvas that links documents into a shared map during live editing.

Nuclino is an online document and knowledge tool built around visual page structures, with fast co-authoring in the browser. It supports rich text pages, inline comments, and revision history so teams can track changes without leaving the doc.

Pros
  • +Visual canvas keeps page relationships easy to scan while editing
  • +Comment threads stay attached to specific content locations
  • +Revision history provides practical rollback for shared work
  • +Browser-first editor supports quick co-authoring sessions
Cons
  • –Advanced change-acceptance workflows are limited compared with document editors
  • –DOCX and ODF fidelity for complex formatting can be inconsistent
  • –API coverage favors page and workspace objects over deep editing controls
  • –Fine-grained governance relies on workspace-level roles and disciplined processes
Use scenarios
  • Game designers

    Maintain specifications and review notes

    Easier design coordination

  • Operations and support teams

    Update runbooks and escalation paths

    Procedures stay up to date

Show 2 more scenarios
  • Technical writers

    Draft connected research and outlines

    More contextual drafting

    Build outlines, research notes, and draft sections as linked pages with inline editing feedback.

  • Product and engineering teams

    Link decisions and implementation notes

    Shared project context

    Connect specifications, decisions, references, and engineering notes into living project documentation.

Best for: Fits when teams need a browser-native doc editor with visual structure and lightweight review threads.

#8

Slite

SMB

Collaborative team documents and knowledge base software with online editing and publishing controls.

7.0/10
Overall
Features7.0/10
Ease of Use7.0/10
Value7.0/10
Standout feature

Inline suggestions and threaded comments attach review context to the exact text range, reducing handoff between editors and reviewers.

Slite centers documentation around web-based pages with tight comment context, so editing and feedback stay in the same place. The editor supports structured rich text plus lightweight markup for faster drafting, and it keeps work organized as teams maintain living knowledge bases.

Pros
  • +Commenting sits directly on content blocks for fast clarification
  • +Drafting supports both rich text editing and quick markdown-style input
  • +Suggestion workflows reduce the need for external review documents
  • +RBAC and workspace controls fit multi-team knowledge ownership
Cons
  • –DOCX and complex document formatting fidelity is limited
  • –Heavy table layouts and fine-grained track-changes workflows are shallow
  • –Offline editing is not the same as local editor parity
  • –Automation depends on integration availability for each target workflow
Use scenarios
  • Documentation owners

    Review pages with section-level feedback

    Connected feedback and changes

  • Product and project teams

    Keep evolving specifications in pages

    Readable and current specs

Show 2 more scenarios
  • People operations teams

    Centralize policies and internal answers

    More reusable internal knowledge

    Publish shared pages for FAQs, handbooks, and policies and keep them easier to maintain and reuse.

  • Managers and distributed teams

    Track meeting outcomes and next steps

    Follow-ups remain visible

    Record decisions, owners, and follow-up actions in shared notes for later participant access.

Best for: Fits when teams want page-based doc collaboration with inline feedback and governance.

#9

CryptPad

vertical specialist

Privacy-focused online document editing suite with encrypted collaboration for text and office files.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Encrypted share model that keeps pad contents protected from the service during collaborative editing.

CryptPad provides real-time collaborative document editing with an end-to-end encryption approach for most content and sharing flows. It supports multiple pad types, including rich-text documents, and it keeps a version history so teams can recover prior states.

Pros
  • +End-to-end encryption model reduces exposure of document contents
  • +Real-time co-author editing with cursor presence and shared session state
  • +Version history supports manual rollback after risky edits
  • +Rich-text editor is built for in-browser drafting and formatting
Cons
  • –DOCX and ODF fidelity can diverge for complex layouts and styles
  • –Administration and RBAC are limited compared with enterprise document suites
  • –Offline sync depends on client behavior and session timing
  • –No native change-acceptance workflow for structured review trails
Use scenarios
  • Privacy-sensitive teams

    Collaborate on encrypted business documents

    Encrypted collaboration with controls

  • Distributed mobile workers

    Edit during intermittent connectivity

    More continuous editing sessions

Show 2 more scenarios
  • Internal infrastructure teams

    Self-host encrypted collaboration

    Organization-managed secure work

    Deploy the collaboration suite in internal infrastructure when more control over the environment is required.

  • Small and mid-sized organizations

    Run browser-based encrypted office work

    Office work without desktop suite

    Collaborate on documents, spreadsheets, and presentations in a browser with an encryption-focused model.

Best for: Fits when teams need encrypted collaborative editing in the browser and can accept formatting tradeoffs.

#10

Document360

vertical specialist

Knowledge base platform with browser-based article editing, collaboration, and publishing workflows.

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

Workflow-centered knowledge base publishing with editorial governance and API-driven content operations.

Document360 lets teams create, edit, and publish knowledge base content through a browser-based authoring experience with rich text and structured navigation. Content governance supports roles, approval-oriented workflows, and audit-style activity visibility for editorial and administrative oversight.

Pros
  • +Browser editor supports knowledge base structure with categories, articles, and consistent navigation
  • +Role-based governance supports editorial workflows without relying on external review tools
  • +API supports programmatic content operations and publication management
  • +Preview and rendering tools improve cross-platform publishing consistency for documentation
Cons
  • –Collaboration features are optimized for documentation workflows, not dense real-time co-editing
  • –Advanced change review workflows are less granular than dedicated track-changes editors
  • –Offline editing and conflict-free local sync are not positioned for document-authoring use
  • –Custom workflows require configuration discipline to avoid inconsistent publication states
Use scenarios
  • Global support teams

    Maintain help content in multiple languages

    Help content across languages

  • Product documentation teams

    Publish guidance per product release

    Release-aligned documentation

Show 2 more scenarios
  • Developer relations teams

    Create structured API reference content

    Central reference for developers

    Author centralized API and technical documentation alongside other product content for developer and technical users.

  • Compliance-oriented operations

    Route policy updates through roles

    More controlled publishing

    Use defined contributor, reviewer, and publisher roles to manage internal and external knowledge changes.

Best for: Fits when documentation teams need web-based authoring with governance and programmatic control for publication workflows.

Conclusion

After evaluating 10 online document editing software, Zoho 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.

Our Top Pick
Zoho Writer

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Online Document Editing Software

Which platforms preserve DOCX review behavior with track changes in the browser?
Microsoft Word for the web is built to keep Word review conventions while editing DOCX in the browser. Zoho Writer also supports track changes, but it pairs that with threaded comments and change acceptance workflows that work inside the same edit stream.
How do co-authoring engines resolve concurrent edits when multiple users type in the same area?
Etherpad merges concurrent operations using operational transform and keeps a shared document state synchronized across co-authors. Google Docs and ONLYOFFICE Docs both support collaborative editing with live co-authoring sessions, but the specific conflict-resolution model is not exposed in the editor UI.
When does a document support offline work and how is offline sync handled?
Google Docs relies on autosaved document state and Drive-based handoffs, which reduces work loss during short connectivity drops. Zoho Writer focuses on browser editing with autosave behavior, but the tools listed here do not specify offline editing mechanics as a core capability.
What breaks if a workflow requires ODF compliance and high-fidelity export?
ONLYOFFICE Docs is positioned for dependable DOCX and ODF handling with browser editing and server-side conversion paths for export interchange consistency. Etherpad targets lightweight collaborative writing and publishes embed-friendly documents, so it is not optimized for ODF-compliant publishing workflows.
How do integrations and automation APIs differ between document editors and knowledge-base tools?
Nuclino provides a public API for automations and external integrations that operate on pages, comments, and revision history. Document360 and Slite focus API access around knowledge-base operations and content workflows, not general-purpose word-processing document structures.
Which tools support identity-driven administration and audit-style visibility for managed teams?
ONLYOFFICE Docs includes tenant governance controls for roles and user management in a centralized admin surface. Document360 adds editorial governance and audit-style activity visibility for administrative oversight, while Google Docs emphasizes role-based access controls through Google Workspace.
How do comment threads and suggestions change the review workflow?
Google Docs links suggested edits to threaded comments so reviewers can resolve feedback inside the same document context. Zoho Writer combines threaded comments with track changes and change acceptance workflows, so decisions can be accepted or rejected as the document is being reviewed.
What is the practical tradeoff between encrypted collaboration and enterprise governance controls?
CryptPad applies end-to-end encryption to most content and sharing flows, and governance relies on sharing controls rather than enterprise-style admin tooling. ONLYOFFICE Docs uses tenant governance for roles and licensing-bound controls, which supports managed administration but does not offer the same encrypted share model.
When does document lock or draft control matter more than live co-authoring?
Teams that require controlled review cycles often lean on Word-like review conventions in Microsoft Word for the web and Zoho Writer, where track changes and action-oriented replies keep edits reviewable. In Etherpad, the emphasis stays on live multi-writer productivity and shared state, which favors concurrent co-authoring over draft locking.
How should data migration be approached when switching from Drive-based or Word-based document stores?
Google Docs is tightly integrated with Google Drive, so migrations map naturally to shared drives and Drive-based version history. Microsoft Word for the web preserves Word desktop interoperability for DOCX workflows, while Zoho Writer and ONLYOFFICE Docs support DOCX and export paths for interchange-based migration.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Online Document Editing Software

We separate options in online document editing software by what happens when multiple people work in the same file: real-time presence, conflict handling, and edit behavior for comments and exports. Those differences show up in document sharing controls and the way formatting survives when teams move between formats.

Real-time presence and conflict handling

Why it matters

Real-time presence and conflict handling decide whether edits feel coordinated or chaotic when two people touch the same content. If conflicts surface often, teams lose time reconciling instead of collaborating.

How to check

Start a demo with two accounts and edit the same paragraph from both. Ask what the product does when both users change the same sentence, and confirm what each user sees seconds later.

Commenting and edit follow-through

Why it matters

Commenting and edit follow-through determine whether review stays readable and whether decisions are traceable during revisions. When comments lose their anchors or threads get hard to manage, review becomes guesswork.

How to check

Upload a sample file, add a comment on a specific line, then edit the surrounding text. Check whether the comment stays attached and whether you can resolve or close the thread in a way your reviewers understand.

Export fidelity to common formats

Why it matters

Export fidelity matters because teams rarely live only in the editor. If formatting shifts on export, you get rework and inconsistent documents across stakeholders.

How to check

Edit a sample with headings, lists, and a table, then export to the two most common target formats you use. Compare the exported files for layout changes and missing elements by opening them side-by-side.

Offline edits and resync behavior

Why it matters

Offline edits and resync behavior decide whether field work or spotty connections break the workflow. If reconnecting can corrupt or reorder changes, adoption slows down.

How to check

In the demo, simulate a brief network drop and make edits while disconnected. Reconnect and confirm whether the final merged document matches what you expected and whether any changes are rejected.

Version history depth and access

Why it matters

Version history depth and access determine how quickly you can recover from mistakes or disputed edits. Better history supports auditing without forcing manual workarounds.

How to check

Apply a few edits, then look for how history is presented over time. Restore an earlier state in the UI and confirm what you can review (not just a single rollback).

Red flags

  • Comments drift away from the text they refer to after edits.
  • Two-user edits overwrite each other without clear conflict handling.
  • Exports reshape layout so tables and lists no longer match the editor.

Fit by situation

  • If your team reviews documents with lots of back-and-forth, prioritize Commenting and edit follow-through.
  • If you rely on exports to share with clients and stakeholders, prioritize Export fidelity to common formats.
  • If people sometimes work with unstable connections, prioritize Offline edits and resync behavior.
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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