Commissioned Research
Top 10 Best Professional Book Editing Software of 2026

GITNUXSOFTWARE REVIEW

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Top 10 Best Professional Book Editing Software of 2026

Compare options for professional book editing software, with tradeoffs for authors and editors such as Grammarly, Plottr, and AutoCrit.

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

Professional book editing software matters because it turns draft review into repeatable workflows that catch grammar, style, and structure issues at manuscript scale. This comparison helps analysts and operators weigh how each platform handles writing guidance, fiction-specific feedback, and configuration choices for sustained editing throughput without marketing claims.

Grammarly is the best pick for authors who want fast inline grammar and tone correction during drafting and revision because its real-time rewrites improve clarity while keeping your surrounding sentence structure intact, whereas Plottr fits writers who need chapter-level story restructuring thanks to linked planning data that helps edits stay consistent across scenes.

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

Grammarly

Real-time rewriting suggestions that adjust wording for clarity while preserving the surrounding sentence structure.

Best for: Fits when authors need fast, inline grammar and style correction during drafting and revision.

2

Plottr

Editor pick

Interconnected plotting data lets chapter and scene edits propagate through linked story elements.

Best for: Fits when authors need chapter-level plot consistency and restructuring without losing story context.

3

AutoCrit

Editor pick

Craft analysis prioritizes pacing and writing-pattern signals with suggestions anchored to the exact passages.

Best for: Fits when authors need repeatable line-level craft checks during drafting and early revision cycles.

Comparison Table

1
GrammarlyBest overall
enterprise
9.0/10
Overall
2
vertical specialist
8.7/10
Overall
3
vertical specialist
8.6/10
Overall
4
vertical specialist
8.5/10
Overall
5
vertical specialist
8.3/10
Overall
6
vertical specialist
7.9/10
Overall
7
7.5/10
Overall
8
vertical specialist
7.0/10
Overall
9
vertical specialist
6.8/10
Overall
10
6.6/10
Overall
#1

Grammarly

enterprise

AI-powered writing assistant for grammar, spelling, and tone adjustment.

9.0/10
Overall
Features9.0/10
Ease of Use9.0/10
Value9.0/10
Standout feature

Real-time rewriting suggestions that adjust wording for clarity while preserving the surrounding sentence structure.

Grammarly delivers grammar, clarity, and style feedback through inline writing suggestions and a web editor that highlights issues as text changes. It is distinct from book-focused editors because it emphasizes automated language checking for line-level correctness and consistency rather than manuscript workflow tools.

Grammarly also supports document-level correction goals like style and tone adjustments, plus browser and writing-app integrations for ongoing revision. For authors managing drafts, it reduces edit passes by catching common grammar and phrasing problems before formatting or markup stages.

Pros
  • +Inline suggestions speed up line editing without switching tools
  • +Clarity and tone checks catch awkward phrasing during drafting
  • +Integration support covers browser writing and common editor workflows
  • +Consistency feedback reduces repeated grammar and word-choice errors
Cons
  • –Does not replace manuscript tracking or revision diff workflows
  • –Style guidance can conflict with strict house style expectations
Use scenarios
  • authors and book editors

    Edit long manuscripts with inline corrections

    More consistent prose

  • legal and communications teams

    Standardize policy language and tone

    Fewer avoidable language errors

Show 2 more scenarios
  • students and academic writers

    Polish essays and research drafts

    Cleaner drafts

    Use feedback on tone, clarity, and originality-related writing signals during revision before submission.

  • content writers and marketers

    Tighten wording in publishable articles

    More readable content

    Reduce repetition and improve readability in web drafts using in-text language improvement suggestions.

Best for: Fits when authors need fast, inline grammar and style correction during drafting and revision.

#2

Plottr

vertical specialist

Outlining and structuring software for planning narrative arcs.

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

Interconnected plotting data lets chapter and scene edits propagate through linked story elements.

Plottr is designed around a visual plotting workspace where elements link across chapters, and notes stay tied to the outline rather than scattered across documents. Authors can build manuscript templates with recurring fields and use those fields to keep continuity consistent while restructuring chapters. A concrete strength is change visibility for planning assets, which helps when shifting scene order or modifying character arcs.

A tradeoff is that Plottr does not replace manuscript editing tools that handle line-by-line markup, so it cannot serve as the primary place for grammar or formatting corrections. Plottr fits best when structural editing decisions depend on shared context, such as tracking how a setting constraint affects multiple scenes. It also works well for teams that need shared story documentation without forcing the writing draft into the same system.

Pros
  • +Links story elements to chapters for continuity-aware restructuring
  • +Templates and reusable fields reduce repeated planning work
  • +Export supports writing workflows without abandoning plot documentation
  • +Scene and chapter management stays centralized during revisions
Cons
  • –Limited coverage for line editing and proofing markup
  • –Best results require discipline in maintaining consistent outline fields
  • –Collaboration features are not a substitute for full collaborative manuscript review
  • –Large plot graphs can feel slower to navigate during deep restructuring
Use scenarios
  • Self-publishing authors

    Restructure scenes while keeping continuity

    Fewer continuity breaks during revisions

  • Professional editors

    Plan structural edits with author notes

    Clearer revision direction

Show 2 more scenarios
  • Writing teams

    Maintain consistent world details across chapters

    More consistent story documentation

    Reusable templates keep character and setting fields aligned while multiple drafts change in parallel.

  • Outline-driven novelists

    Track word-count targets per chapter plan

    Drafts align with planned pacing

    Chapter fields support writing targets so the plan stays actionable while the draft catches up.

Best for: Fits when authors need chapter-level plot consistency and restructuring without losing story context.

#3

AutoCrit

vertical specialist

Automated editing platform tailored specifically for fiction writers.

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

Craft analysis prioritizes pacing and writing-pattern signals with suggestions anchored to the exact passages.

AutoCrit runs craft and consistency checks on submitted text and reports issues with suggested rewrite options that keep the writing pass moving. It supports a review workflow that surfaces problem patterns, then shows where they occur so writers can make targeted changes. The editor experience is built around repeated passes, where the value comes from comparing outcomes across revisions.

A tradeoff is that AutoCrit does not replace a full manuscript tracking system with chapter-level assignments or structured acceptance and rejection workflow. It fits best when a single author or a small editing team needs quick line-level guidance during drafting or early revision rather than formal project governance. If collaboration and role-based permissions drive the workflow, separate collaboration tooling is still needed.

Pros
  • +Actionable craft diagnostics that map directly to problem text locations
  • +Pacing and readability feedback supports repeat revision passes
  • +Review markup helps writers decide which suggestions to apply
  • +Works well for early-stage edits before heavier editorial review
Cons
  • –No built-in manuscript tracking with assignment and acceptance workflow
  • –Chapter-level restructuring guidance is limited compared with structural tools
  • –Collaboration features are thinner than editor-centric markup systems
  • –Best results depend on text formatting consistency when importing
Use scenarios
  • Solo authors

    Drafts needing faster craft edits

    Fewer pass-through revisions

  • Small editing teams

    Light review before human editing

    Reduced manual re-review

Show 1 more scenario
  • Genre-focused writers

    Maintaining convention in submissions

    Cleaner submission-ready prose

    AutoCrit reports issues that commonly undermine pacing and clarity in genre manuscripts.

Best for: Fits when authors need repeatable line-level craft checks during drafting and early revision cycles.

#4

ProWritingAid

vertical specialist

Comprehensive manuscript editing suite offering style, grammar, and readability analysis.

8.5/10
Overall
Features8.5/10
Ease of Use8.5/10
Value8.5/10
Standout feature

The Writing Style Report groups recurring phrase and tone problems into actionable sections tied to the draft.

ProWritingAid generates multiple report views that surface different issue types instead of collapsing everything into a single inline suggestion stream. The consistency and style features let authors enforce house style patterns across a draft, which reduces editor time spent rechecking recurring problems. It also supports export workflows that can return markup into common authoring formats such as DOCX, which fits round-tripping between writing and editorial review.

Pros
  • +Report suite separates repetition, style, and clarity issues by type
  • +Configurable style checks support consistent wording patterns across drafts
  • +Inline suggestions link to actionable fixes in the surrounding text
  • +DOCX round-tripping supports common editing handoff workflows
Cons
  • –Structural editing coverage is limited compared with human developmental passes
  • –Collaboration and revision tracking require external manuscript tools
  • –Some advanced settings demand careful rule configuration discipline
  • –Checks can generate extra noise in highly experimental prose
Use scenarios
  • Indie authors

    Pre-edit cleanup for a novel draft

    Cleaner pages for editors

  • Professional copyeditors

    Secondary pass for consistency issues

    Reduced rework

Show 1 more scenario
  • Publishing staff

    House style enforcement across manuscripts

    Fewer style regressions

    Applies configured style rules to keep terminology and phrasing consistent across multiple books.

Best for: Fits when authors need repeatable line-level consistency checks before human editing.

#5

Hemingway Editor

vertical specialist

Readability-focused text editor highlighting complex sentences and passive voice.

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

Readability scoring that flags long sentences and passive constructions as actionable hotspots while editing.

Hemingway Editor highlights writing that reads with friction by flagging long sentences, complex phrasing, and adverb overuse. It supports find and replace and offers a distraction-free editing view that keeps focus on line-level improvements.

Pros
  • +Immediate sentence and word-level readability flags during editing
  • +Distraction-free interface that keeps attention on revisions
  • +Find and replace supports quick cleanup across a manuscript draft
  • +Plain text workflow fits DOCX or EPUB round-tripping via copy-paste
Cons
  • –Limited guidance for structural editing like chapter or scene reshuffles
  • –No track changes or revision history to audit editorial decisions
  • –Feedback can miss house style rules used in professional copyediting
  • –Inline markup export is not designed for margin annotations and query handling
Use scenarios
  • authors and freelance editors

    Run readability passes before review

    Clearer sentence structure

  • technical writers and professionals

    Simplify complex documentation wording

    Easier to follow

Show 2 more scenarios
  • bloggers and content editors

    Prepare long-form posts for editing

    A clearer draft

    Highlight friction points like wordy sentences and difficult wording in drafts awaiting editorial review.

  • job seekers and career advisors

    Rewrite resume text for concision

    More concise wording

    Review resume passages for wordiness and tangled sentences before moving edits into a resume tool.

Best for: Fits when authors need fast line-level tightening before deeper manuscript editing.

#6

SmartEdit

vertical specialist

Automated manuscript checking tool for detecting repetitions and cliches.

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

Revision history plus text-anchored inline comments for keeping acceptance and rejection context together.

SmartEdit targets manuscript teams that need structured editing workflows with versioned collaboration instead of editor-only markup.

Pros
  • +Inline comments stay tied to text spans for clearer revision decisions
  • +Revision history supports review cycles across multiple manuscript iterations
  • +Reusable style enforcement reduces drift across chapters
  • +Workflow roles help separate author, editor, and reviewer responsibilities
Cons
  • –Track changes handling is weaker for complex formatting-heavy DOCX cases
  • –Global edits need more setup to match house style and query rules
  • –Project governance is limited for large multi-editor committees
  • –Automation surface and integration options are less explicit than comparable tools
Use scenarios
  • manuscript teams

    Track inline revisions during collaboration

    Traceable edits across versions

  • editorial leads

    Enforce reusable style and editorial rules

    Consistent manuscript style

Show 1 more scenario
  • publishing workflow coordinators

    Round-trip DOCX for handoff

    Smooth review handoffs

    Exchange DOCX-based edits with inline feedback so changes can move into publishing formats.

Best for: Fits when editorial teams need versioned collaboration with inline feedback on DOCX workflows.

#7

Ulysses

SMB

Distraction-free writing environment for Mac with basic text correction.

7.5/10
Overall
Features7.5/10
Ease of Use7.4/10
Value7.6/10
Standout feature

Document sheets plus outline navigation let chapter restructuring stay fast without leaving the writing canvas.

Ulysses is a writing app designed around fast drafting with a structured manuscript workflow that can support revision cycles. It stores drafts as document sheets and lets writers move between outline-level navigation and page-level editing without breaking flow.

Pros
  • +Outline navigation keeps chapter editing consistent across long drafts
  • +Version history supports revision rollback without external tooling
  • +Global find-and-replace helps enforce naming and terminology at scale
  • +Inline margin comments provide lightweight notes during revision
Cons
  • –Track changes and acceptance workflows are limited compared with editing suites
  • –Collaborative editing and role-based permissions are not the primary workflow
  • –Structural edits like deep scene management require manual rework
  • –DOCX round-tripping can affect complex styles and formatting edge cases
Use scenarios
  • nonfiction authors

    Organize chapters and supporting notes

    Searchable draft structure

  • freelance and professional writers

    Manage recurring writing projects

    Repeatable project setup

Show 2 more scenarios
  • authors working with editors

    Export drafts for external proofreading

    Shareable manuscript files

    Export manuscripts into common review file formats for proofreading and editing outside the writing app.

  • Apple-based writers

    Draft and revise across devices

    Consistent writing environment

    Continue the same chapter writing and page-level editing workflow across Mac, iPad, and iPhone.

Best for: Fits when authors need a fast manuscript workspace with revision history and exports, not multi-editor governance.

#8

Scribendi AI

vertical specialist

Browser-based editing software that checks style, consistency, readability, and manuscript-level writing issues for long-form documents.

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

Manuscript review output that converts AI feedback into review-ready markup suitable for PDF comment cycles.

Scribendi AI performs professional book editing workflows with manuscript-focused review that targets both writing quality and editorial consistency. The tool supports project-level handling of drafts and revision cycles with structured feedback tied to document content.

Pros
  • +Manuscript-oriented feedback concentrates edits at the sentence and passage level
  • +Editing markup output supports PDF review workflows for print-focused checking
  • +Project-based handling keeps drafts organized across revision cycles
  • +Find-and-replace style edits improve speed on repeated wording
Cons
  • –Structural editing guidance for chapter-level changes is limited versus specialist workflows
  • –Inline comments can become crowded on long submissions without tight review batching
  • –Global consistency checks depend on the chosen reference text rather than a persistent style enforcement model
  • –Advanced version diffing for fine-grained revision history is less granular than dedicated manuscript tools
Use scenarios
  • authors and editors

    Run AI-assisted book manuscript revisions

    Structured revision feedback

  • book editing teams

    Manage project-level draft cycles

    More coherent revision flow

Show 1 more scenario
  • authors preparing handoffs

    Export for DOCX and PDF round-tripping

    Easier document round-tripping

    Send edited manuscripts through markup-friendly outputs that fit common DOCX and PDF workflows.

Best for: Fits when authors want AI-assisted line-level review and markup for manuscript revisions.

#9

Fictionary

vertical specialist

Story editing software focused on structural editing, scene analysis, and developmental feedback for novels.

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

Inline feedback tied to document ranges with revision history for audit-friendly handoffs.

Fictionary targets editors who need repeatable manuscript workflows across drafts, queries, and formatting outputs. The core focus is a structured editing environment that supports inline review, revision tracking, and export paths for publishing formats.

Pros
  • +Inline comments connect feedback to specific text ranges
  • +Bulk edit and find-and-replace operations speed consistency passes
  • +Revision history supports review without losing earlier decisions
  • +Export supports production handoff from edited manuscripts
Cons
  • –Setup of house style rules can take time before full use
  • –Query and comment management feels lighter than enterprise manuscript systems
Use scenarios
  • fiction writers and line editors

    Conduct clarity passes by location

    More focused line edits

  • fiction authors and developmental editors

    Check character behavior across scenes

    Fewer character inconsistencies

Show 2 more scenarios
  • authors preparing editorial workflows

    Export a structured draft for production

    Cleaner handoff

    Organize and export a manuscript workflow output for downstream editing, formatting, or production steps.

  • novelists and fiction writers

    Plan story structure with scene cards

    Visible story plan

    Arrange scenes, beats, and acts in a visual structure to guide drafting and later restructuring.

Best for: Fits when authors and editors need trackable inline feedback and repeatable revision exports.

#10

Dabble

SMB

Cloud-based writing application with built-in spelling and grammar correction.

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

Chapter oriented commenting and revision flow keeps notes tied to the draft without managing separate markup files.

Dabble centers on manuscript structure with chapter level organization so editing work stays anchored to where changes belong. It supports iterative review by attaching editorial notes to the current draft state, which helps prevent “which version did the comment target” problems.

Pros
  • +Chapter-first manuscript organization keeps large drafts navigable during edits
  • +Inline editing notes reduce context switching between review passes
  • +Revision history stays readable enough for iterative author feedback
  • +Export supports downstream workflows that require formatted files
Cons
  • –Fine grained track changes tools are less granular than dedicated editor suites
  • –Query style management for large comment sets is limited for team review
  • –Formatting control for complex manuscript styles can require extra cleanup
  • –Automation depth for governance workflows is restricted outside author review
Use scenarios
  • independent authors and small teams

    Attach notes to current draft passages

    Feedback tied to content

  • authors preparing collaborative reviews

    Export manuscripts for formatted review

    Readable review file

Show 2 more scenarios
  • plotters and outline-driven writers

    Reorganize beats and story goals

    Reorganizable plot plan

    Build plot plans with scenes and timelines that stay reorganizable before writing prose.

  • novelists and fiction authors

    Draft novels while keeping structure visible

    Navigable working manuscript

    Write long-form fiction with chapters and scenes kept navigable during drafting for ongoing edits.

Best for: Fits when solo authors or small editorial teams need chapter based draft markup and readable revision history.

Conclusion

After evaluating 10 professional book editing software, Grammarly 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
Grammarly

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 Professional Book Editing Software

Which tools handle manuscript structure changes with linked story context instead of isolated notes?
Plottr keeps interconnected plotting data so chapter and scene edits can propagate through linked story elements during restructuring. In contrast, Grammarly and Hemingway Editor focus on in-place language checks rather than tracking structural dependencies across chapters.
How do AutoCrit and ProWritingAid differ in what they surface during line-level editing?
AutoCrit concentrates on publishing-convention signals like overused phrasing and pacing patterns anchored to passages. ProWritingAid generates report-driven diagnostics such as repetition and clarity issues and groups recurring phrase and tone problems in the Writing Style Report.
When do versioned comparisons matter more than plain readability scoring?
SmartEdit and Dabble use revision tracking and text-anchored inline comments to support acceptance and rejection context across drafts. Hemingway Editor and Grammarly prioritize immediate line-level feedback and lack a manuscript governance layer for multi-editor workflows.
Which tools support DOCX-centered round-tripping and collaborative review handoff for teams?
SmartEdit centers on DOCX-based editing workflows with inline feedback and revision history. Dabble and Scribendi AI also fit into DOCX and PDF round-tripping paths, with Scribendi AI producing review-ready markup suitable for PDF comment cycles.
How does query management and revision workflow differ between Dabble and tools that focus on AI writing suggestions?
Fictionary targets structured editing across drafts with queries and revision history tied to document ranges for repeatable handoffs. Grammarly and Scribendi AI provide AI-assisted writing and manuscript feedback, but they do not replace a query-driven workflow for editorial teams.
What breaks if a workflow relies on track changes and acceptance states but the tool is comment-light?
Hemingway Editor centers on manual line edits and plain text readability hotspots, so acceptance and rejection governance is not its core output. AutoCrit highlights issues for revision, but it is built around craft diagnostics rather than a full revision history system for editorial decisions.
Which tool paths work best for global edits and formatting presets across long manuscripts?
Ulysses supports global find-and-replace and styling presets while keeping drafts navigable via outline and sheet views. Plottr supports reusable templates for plot and scene components, while Scribendi AI focuses on AI-assisted manuscript review outputs rather than formatting presets.
How do extensibility and automation hooks show up in Fictionary versus grammar-first editors?
Fictionary includes automation hooks for consistency work such as bulk edit operations and style enforcement elements across drafts. Grammarly and ProWritingAid emphasize analysis and configurable style rules inside their feedback engines rather than document-lifecycle automation.
What security and access control questions should administrators ask before adopting SmartEdit or collaborative editors?
SmartEdit is positioned for manuscript teams that need role-based collaboration controls and audit-relevant revision handling via its structured workflow. Teams should also verify whether Ulysses and Plottr fit single-user or light-collaboration models because they focus on editing flow and planning navigation rather than team governance.
When should authors choose Plottr or Ulysses for early revision cycles instead of relying on line-level correction tools?
Plottr fits early cycles where chapter-level plot consistency and chapter restructuring must stay consistent with research and outlines. Ulysses fits fast drafting with revision history and exports, while Grammarly and Hemingway Editor focus on line-level correctness and readability rather than story-beat restructuring.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Professional Book Editing Software

Professional book editing software differs most in how it handles edits end to end—especially through manuscript markup workflow, import/export handling, and automation depth via an API. We look for tools that keep your manuscript readable while supporting the exact editing steps you expect to run repeatedly.

Markup workflow and acceptance control

Why it matters

A strong markup workflow and acceptance control affects whether you can review changes confidently without losing context. This matters when your work requires clean handoffs and clear visibility of what changed.

How to check

Open a sample manuscript and try adding an inline edit plus a comment. Then show whether you can mark a change as accepted or rejected and how the rendered output changes after each choice.

Import and export file fidelity

Why it matters

Import and export file fidelity prevents formatting drift and protects your layout through editor passes. When the tool can’t round-trip, you often end up reformatting instead of editing.

How to check

Import a DOCX or PDF you already formatted (headings, italics, tables). Export back to the same format and compare styles, headings, and table layout between versions.

API access and batch automation

Why it matters

Automation and API access determine whether you can standardize repetitive editorial tasks across projects. This is where professional teams reduce manual rework and track consistent outcomes.

How to check

Ask the demo for an automation example: batch processing of multiple files or a script that triggers an edit workflow. Then verify what inputs/outputs the API supports and whether you can run it without manual UI steps.

Editor view controls for focus

Why it matters

Editor view controls affect throughput during long passes because they change what you see at any moment. Clear focus reduces the chance you miss an edit or comment buried in the margin.

How to check

On a marked-up sample, switch between views that show and hide changes and notes. Confirm whether you can filter by type of mark and whether the “clean” view preserves intended formatting.

Project organization and metadata

Why it matters

Project organization and metadata help you keep multiple manuscripts from getting mixed, especially when authors, deadlines, and versions differ. Good metadata reduces rework when you return to an in-progress book.

How to check

Create two small projects and attach manuscripts plus an editing batch. Show how the tool distinguishes them in the sidebar and whether you can search or sort by project metadata (title, author, status).

Change log and audit trail

Why it matters

A change log and audit trail make it easier to explain how the document evolved across passes. This matters when you need accountability for what changed, when, and by whom.

How to check

Make a few edits and then open the tool’s history panel. Confirm you can view the timeline of changes and see who made each change, not just that “something changed.”

Red flags

  • Edits and comments render differently after export, causing formatting drift.
  • History shows only the final state, with no usable change log or authorship.
  • The editor can’t filter or control markup views, so reviews become error-prone.

Fit by situation

  • If you work with frequent edit rounds and need clean handoffs, prioritize Markup workflow and acceptance control.
  • If you must keep formatting stable between passes, prioritize Import and export file fidelity.
  • If you run repeated editorial routines across many manuscripts, prioritize API access and batch automation.
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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