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Top 10 Best Novel Outline Software of 2026

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Top 10 Best Novel Outline Software of 2026

Compare novel outline software options like Plottr, Dabble, and NovelCrafter for writers mapping plots, scenes, and characters with practical tradeoffs.

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

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe video reviews and podcasts.

Read our full methodology →

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

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

Novel outline software turns story intent into a maintainable planning model for scenes, character arcs, and chapter structure, which matters when drafts get long and rewrites break logic. This comparison helps analysts and technical evaluators weigh whether a tool favors visual boards, cloud collaboration, or a knowledge-base data model such as Obsidian for linking decisions across revisions.

Plottr is the best pick for writers who need structured scene planning because its cross-reference linking keeps related elements connected as chapters evolve, while Milanote is the smarter alternative for teams that prefer a freeform visual story bible since its board-style canvas with note linking makes ongoing reshaping feel effortless.

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

Plottr

Cross-reference linking inside the outline keeps related story elements connected as chapters move.

Best for: Fits when writers need structured scene planning with cross-linking and repeatable story templates.

2

Dabble

Editor pick

Outline-to-draft continuity keeps scene-level structure attached as chapters get rewritten.

Best for: Fits when outlining frequent scene changes and drafting in one workspace matters most.

3

NovelCrafter

Editor pick

Timeline chronology lock that preserves ordering while still allowing chapter-level edits and beat moves.

Best for: Fits when writers need a guided outline-to-draft workflow with timeline ordering and linked references.

Comparison Table

1
PlottrBest overall
vertical specialist
9.2/10
Overall
2
vertical specialist
8.8/10
Overall
3
vertical specialist
8.6/10
Overall
4
vertical specialist
8.4/10
Overall
5
vertical specialist
8.2/10
Overall
6
vertical specialist
7.8/10
Overall
7
vertical specialist
7.6/10
Overall
8
7.3/10
Overall
9
vertical specialist
6.8/10
Overall
10
vertical specialist
6.6/10
Overall
#1

Plottr

vertical specialist

Visual outlining software for planning stories, characters, and timelines.

9.2/10
Overall
Features9.5/10
Ease of Use9.0/10
Value9.0/10
Standout feature

Cross-reference linking inside the outline keeps related story elements connected as chapters move.

Plottr’s core workflow centers on index card mode for scene and chapter units, plus an outliner column view for sorting and editing without losing structure. The app includes a story-structure template library and a plot timeline view to support chronology planning, plus cross-reference linking to connect characters, beats, and scenes across the workspace. Draft consistency is easier because the same outline objects can drive multiple editing views, including manuscript sync to keep changes aligned. The primary gap is that Plottr’s integration depth outside the writing workflow depends on export formats rather than a broad automation surface.

The main tradeoff is that Plottr favors its own outline model and editor views, so workflows that rely heavily on external database tools or custom automation need extra steps via export and import. Plottr fits well for authors who plan in chapters and scenes, want to keep a story bible-like structure editable, and prefer changing positions and relationships in one place rather than in disconnected documents.

Pros
  • +Index card mode keeps scenes editable while preserving structured organization
  • +Outliner column view supports fast chapter sorting and field-based tracking
  • +Cross-reference linking connects beats, characters, and scenes across the outline
  • +Story-structure template library accelerates consistent beat and chapter scaffolding
Cons
  • –Automation and API support are limited compared with integration-first writing tools
  • –Export-driven collaboration adds friction versus real-time multi-user editing
Use scenarios
  • solo novelists and editors

    Maintain chapter plans with linked scenes

    Fewer continuity breaks

  • team fiction development groups

    Coordinate story bible updates

    Unified story references

Show 1 more scenario
  • writers using Markdown workflows

    Move outline into a draft system

    Cleaner drafting handoff

    Export outline structures into writing formats for editing in external tools and editors.

Best for: Fits when writers need structured scene planning with cross-linking and repeatable story templates.

#2

Dabble

vertical specialist

Cloud-based writing app with built-in plot outline and character note management.

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

Outline-to-draft continuity keeps scene-level structure attached as chapters get rewritten.

Dabble’s core loop ties an outline to drafting so scene and chapter breakdowns stay connected as writing progresses. Scene organization supports drag-and-drop ordering and chapter grouping, which fits writers who revise plot beats frequently. Cross-reference style linking is available from narrative elements into notes, which reduces time spent rebuilding context after outline edits.

A tradeoff is that Dabble’s structure is less suited to extremely bespoke story-bible schemas than tools that expose deeper custom data modeling. Dabble fits best for writers who want a practical story bible that stays usable during daily drafting and who prefer manual edits over heavy automation.

Pros
  • +Scene and chapter ordering stays editable without breaking the writing flow
  • +Outline-driven drafting keeps narrative context visible during revisions
  • +Cross-references reduce repeated note hunting across outline and draft
  • +Export outputs preserve structured content from plan to manuscript
Cons
  • –Less control over highly custom story bible data models
  • –Complex dependency management between narrative elements is limited
  • –Automation surface is smaller than tooling built for workflows and integrations
  • –Advanced timeline modeling can feel manual for large multi-arc projects
Use scenarios
  • Solo novelists

    Iterate scenes then draft chapters quickly

    Fewer context rebuilds

  • Small writing groups

    Share story notes and beat changes

    Faster alignment on revisions

Show 2 more scenarios
  • Indie authors

    Maintain a usable story bible

    More consistent continuity

    Store character and narrative notes alongside scene planning for ongoing revision cycles.

  • Course creators

    Teach chapter-by-chapter writing workflows

    Reusable student materials

    Use the outline structure to model a chapter plan then export manuscript-ready output.

Best for: Fits when outlining frequent scene changes and drafting in one workspace matters most.

#3

NovelCrafter

vertical specialist

Writing workspace combining codex management and chapter outlining.

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

Timeline chronology lock that preserves ordering while still allowing chapter-level edits and beat moves.

NovelCrafter creates and structures novel outlines with a visual workflow that maps beats into chapter-by-chapter plans. It supports story-structure templates, cross-reference linking between characters and plot elements, and timeline ordering for revision passes.

Manuscript export compiles outline content into publish-ready drafts, with scene-level edits flowing back into the outline view. The result is a single workspace for planning and rewriting cycles rather than a notes-to-doc workflow.

Pros
  • +Beat-to-chapter planning keeps edits localized and reduces rework
  • +Cross-reference linking helps track recurring characters and plot threads
  • +Plot timeline view supports ordered revisions and chronology checks
  • +Manuscript export compiles outline content into a readable draft structure
Cons
  • –Advanced template customization can slow down rapid iteration cycles
  • –Cross-reference linking can become complex in large story bibles
  • –Scene-level metadata coverage is narrower than specialized outlining tools
  • –Offline drafting mode needs a clear workflow plan for frequent sync
Use scenarios
  • Novelists using beat-first drafting

    Build ordered beats into chapters

    Story plan guides drafting

  • Fiction authors needing AI scene help

    Generate drafts and revise scenes

    New draft material created

Show 2 more scenarios
  • Long-form fiction writers

    Draft prose with plan visible

    Easier navigation for revisions

    Maintains scene organization and planning context while writing prose in a chapter-based workspace.

  • Independent authors preparing handoff

    Export chapters into manuscript files

    Reduced manual assembly

    Compiles outline content into exportable manuscript drafts for downstream formatting or publishing workflows.

Best for: Fits when writers need a guided outline-to-draft workflow with timeline ordering and linked references.

#4

Obsidian

vertical specialist

Local knowledge base linking notes for non-linear novel outlining.

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

Local-first vault with a link-driven note graph that keeps scene, character, and chapter context connected.

Obsidian is distinct for writers who want a story bible that behaves like a knowledge graph, where scene notes can be cross-referenced to character pages and chapter summaries through standard Markdown links. It enables narrative arc planning with reusable template pages and consistent linking, so updates to one entity propagate through incoming references. The app’s local-first model supports offline drafting mode, and cloud sync options keep the same vault structure across devices.

Pros
  • +Markdown-native linking makes character and scene cross-references fast
  • +Templates and recurring note patterns reduce outline repetition work
  • +Local-first vault supports offline drafting with consistent IDs
  • +Graph and map-style navigation keeps large story bibles usable
Cons
  • –Publishing polish can require plugin setup and strict formatting habits
  • –Complex multi-view layouts can increase outline navigation overhead
Use scenarios
  • Indie authors

    Build a living story bible

    Fewer consistency mistakes

  • Screenwriters

    Maintain scene-level beat coverage

    Tighter beat alignment

Show 2 more scenarios
  • Development editors

    Review a note-based outline

    Faster revision cycles

    Comment and restructure linked pages without converting content into a separate format.

  • Writing teams

    Sync story knowledge across devices

    Less version drift

    Use vault syncing to keep outline pages consistent while drafting offline.

Best for: Fits when outlining needs continuous cross-references and writers accept plugin-based publishing workflows.

#5

Bibisco

vertical specialist

Novel writing software focused on architecture, character design, and structural outlining.

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

Beat-to-timeline editing that preserves scene sequencing while the outline grid updates across the story.

Bibisco is a novel outline tool that keeps planning and drafting in one workflow. The workspace centers on beat-level story cards with act-oriented organization and a plot timeline view for chronology checks.

Pros
  • +Beat-level story cards make granular outlining faster than chapter-only lists.
  • +Plot timeline view supports quick ordering changes and continuity reviews.
  • +Cross-linking between scenes and character notes keeps references consistent.
  • +Export outputs structured drafts from the outline without reformatting work.
Cons
  • –Story structure templates require deliberate setup to match a preferred workflow.
  • –Large projects feel slower when many cards and cross-links are active.
  • –Automation options are limited outside the outline-to-draft workflow.
  • –Advanced governance controls for teams are minimal.
Use scenarios
  • Solo authors planning and drafting

    Draft directly from outline structure

    Structure stays attached

  • Novelists planning scene sequences

    Arrange chapters and scene beats

    Structured plan supports drafting

Show 2 more scenarios
  • Authors managing iterative revisions

    Track per-scene status and notes

    Revision work easier to prioritize

    Uses per-scene statuses, notes, snapshots, and word counts to prioritize unfinished or revision-heavy units.

  • Novelists preparing publication drafts

    Assemble chapter and scene output

    Planned draft ready to share

    Turns structured chapter and scene content into readable document or ebook-oriented outputs.

Best for: Fits when writers want beat-level outlining, timeline ordering, and draft export in one workspace.

#6

Wavemaker Cards

vertical specialist

Browser-based writing app with planning boards, timelines, cards, and manuscript tools for novels.

7.8/10
Overall
Features7.8/10
Ease of Use7.8/10
Value7.8/10
Standout feature

Scene card grid with cross-reference linking for maintaining continuity across chapter-level outline revisions.

Wavemaker Cards is a card-first writing workspace that centers narrative structure through configurable story boards. It emphasizes chapter-by-chapter planning on a grid and supports rapid rearrangement when outlining paths change.

Pros
  • +Card grid supports fast chapter swaps during outlining
  • +Cross-reference linking keeps scenes and synopsis points connected
  • +Board export pipeline fits drafts that move across tools
  • +Collaboration features reduce file passing for structural reviews
Cons
  • –Narrative template library is thinner than full story bible tools
  • –Larger projects need more manual organization to stay readable
  • –Automation and API surface are limited for build-your-own workflows
  • –Custom view configuration requires consistent board conventions
Use scenarios
  • Novelist chapter planners

    Reorder board to refine plot arcs

    Earlier plot clarity

  • Screenwriters and beat writers

    Map scenes onto narrative sequences

    Tighter scene pacing

Show 2 more scenarios
  • Editorial and publishing teams

    Review shared structure without file swaps

    Faster editorial alignment

    Collaboration controls enable team review of story structure using boards instead of manual documents.

  • Writing groups and co-authors

    Coordinate outlining across chapters

    Less coordination overhead

    Shared board workflows help multiple authors track chapter plans and changes in one workspace.

Best for: Fits when teams want a grid-based narrative board for chapter-level planning and shared structural review.

#7

Aeon Timeline

vertical specialist

Timeline planning software that maps story arcs, scenes, and character events for fiction projects.

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

Chronology lock that preserves timeline order while allowing structured edits to linked scenes.

Aeon Timeline builds and edits an end-to-end story timeline where scenes and narrative events align on a chronological canvas. It offers plot planning views with cross-links between beats and draft content so updates to the sequence can ripple through related items.

Pros
  • +Timeline-first UI keeps scene order and causality visible during outlining
  • +Cross-linking lets beat edits propagate to connected outline items
  • +Export-oriented workflow reduces rework from plan to manuscript drafts
  • +Supports multi-thread tracking so subplots do not get lost in sequence
Cons
  • –Timeline lock and reordering flows can feel restrictive on large drafts
  • –Advanced cross-linking needs careful item hygiene to avoid broken references
  • –Outliner column workflows are less flexible than grid-first story tools
  • –Automation is mostly timeline consistency rather than broad content transforms
Use scenarios
  • Novelists and screenwriters

    Keep chronological continuity during drafting

    Continuity stays consistent

  • Consultants and project teams

    Share timelines with exportable artifacts

    Presentable timeline for stakeholders

Show 2 more scenarios
  • Nonprofit and education history teams

    Record decisions and program milestones

    Navigable development record

    Stores dated policy changes and program milestones with references so the history is navigable over time.

  • Project planners and small teams

    Plan milestones with dependencies

    Checkpoints and dependencies clarified

    Arranges milestones, phases, and workstreams on a shared visual schedule with cross-workstream relationships.

Best for: Fits when a writer needs chronological planning and cross-linked beat updates for chapter-by-chapter drafting.

#8

Milanote

SMB

Visual planning software with boards, notes, and templates that support novel outlining workflows.

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

Board-style note linking on a freeform canvas keeps plot beats and character research connected during continuous reshaping.

Milanote organizes novel planning around a freeform visual canvas that supports rapid story-boarding and mind-map style iteration. It combines drag-and-drop note cards with board-to-board organization, letting writers keep plot beats, character notes, and research linked in one working space.

Pros
  • +Freeform canvas supports non-linear plotting and scene grouping
  • +Cross-linking between notes keeps character work tied to plot beats
  • +Fast drag-and-drop board organization fits chapter-by-chapter workflows
  • +Rich media attachments help consolidate research alongside outline material
Cons
  • –Advanced story-structure templates are limited versus dedicated writing outliners
  • –Bulk editorial passes across large boards require manual organization
Use scenarios
  • Researchers and analysts

    Synthesize interview findings into story themes

    Navigable thematic source synthesis

  • Distributed writing teams

    Review draft notes with in-board comments

    Localized review context

Show 2 more scenarios
  • Small game writing groups

    Track characters and plot beats visually

    Living story blueprint

    Combine character notes, plot cards, and research links in one board for iteration.

  • Freelance workshop facilitators

    Run client sessions with visual prompts

    Collaborative session deliverables

    Organize prompts, references, and follow-up notes into workshop boards for shared outcomes.

Best for: Fits when writing teams need a visual story bible that supports fast reorganization without rigid outlining constraints.

#9

Story Planner for Writers

vertical specialist

Story development software focused on characters, plot points, worldbuilding, and book outlines.

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

Scene grid workflow for beat-level editing with act and chapter reordering tied to the same plan.

Story Planner for Writers is an outline-first writing workspace built around a structured novel planning flow. It organizes beats and scene-level content into an editable story plan, then helps convert that structure into exportable writing material.

Pros
  • +Scene grid editing makes beat-level changes fast during revisions
  • +Drag-and-drop act and chapter reordering keeps outlines coherent
  • +Export-focused workflow reduces the handoff work into drafts
Cons
  • –Limited governance features for multi-author collaboration
  • –Automation and API support are not central to the workflow
  • –Cross-reference linking stays lightweight for complex story bibles
Use scenarios
  • Novelists starting new projects

    Turn beats into acts, chapters, scenes

    Sequenced outline for drafting

  • Authors doing major structural edits

    Preserve states while testing new structure

    Safer structural experimentation

Show 2 more scenarios
  • Writers refining pacing and order

    Reorder scenes without losing intent

    Revised structure stays readable

    Moves scenes, chapters, or acts to test new sequences while keeping scene intent visible in the plan.

  • Writers separating planning and prose

    Export a drafting package

    Handoff to prose writing

    Exports or organizes planned scenes and story information for use in a separate prose writing workflow.

Best for: Fits when solo writers need a structured outline grid and fast chapter reordering.

#10

Manuskript

vertical specialist

Open-source writing software with outliner, snowflake method support, and fiction planning modules.

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

Cross-reference linking between outline entities keeps related notes synchronized during reordering and revisions.

Manuskript from theologeek.ch is built for structured novel drafting with an outliner-style workflow and story-structure modules. It emphasizes chapter-by-chapter organization, scene-level notes, and repeatable templates for planning sequences before drafting.

Pros
  • +Chapter-by-chapter organization stays visible in an outliner grid workflow
  • +Story-structure templates support consistent planning across drafts
  • +Cross-reference linking helps keep character and scene notes coherent
  • +Multiple export formats turn outline content into readable manuscript drafts
Cons
  • –Scene-level management can feel constrained for authors who script in beats
  • –Automation depth is limited compared with tools that integrate issue trackers
  • –Large projects require more manual grooming to avoid broken links
  • –Extensibility is narrower than systems that expose a full automation API
Use scenarios
  • Novelists preparing first drafts

    Plan chapter and scene structure

    Reorderable narrative plan

  • Graphic novel and visual fiction writers

    Plan scenes and plot records together

    Centralized plan for production

Show 2 more scenarios
  • Nonfiction authors drafting sections

    Reorder book structure while writing

    Structural context retained

    Arranges chapters and subsections in an outline while focusing on text writing for each section.

  • Fiction writers managing complex worlds

    Track characters, places, and settings

    Continuity notes stay accessible

    Keeps timeline and setting information alongside scenes so continuity notes remain accessible during revisions.

Best for: Fits when a writer wants a structured outline to drive chapter and scene drafting without heavyweight project management.

Conclusion

After evaluating 10 novel outline software, Plottr 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
Plottr

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 Novel Outline Software

How does Obsidian keep scene, character, and chapter context connected during reordering?
Obsidian links scene and character notes through Markdown block links and then renders them in graph and canvas-style views. This link-driven note graph lets Plotly Plotter-like cross-references remain navigable even after chapters or scenes move.
When does Dabble’s outline-to-draft continuity reduce rework?
Dabble’s single-screen workflow keeps scene structure attached as chapters are rewritten, so edits to an outline item can immediately carry into the drafting surface. Plotly Plotter-style plotting changes tend to require more manual reattachment in tools that treat outlines as separate planning documents.
Which tool provides structured plot templates backed by a repeatable data model?
Plottr uses a structured plot data model to define scene and chapter elements and then manages them in an outliner view. Obsidian can model structure through templates, but it relies on Markdown conventions plus plugins rather than a built-in story schema.
How does Bibisco’s beat-to-timeline workflow affect chronology checks?
Bibisco edits beats in an act-oriented grid and then updates the plot timeline view to reflect chronology ordering. If timeline order must remain stable while beats move, NovelCrafter’s timeline chronology lock offers stronger safeguards for linked sequencing.
What breaks if timeline consistency is treated as a manual task in Aeon Timeline versus a freeform canvas?
In Aeon Timeline, chronology updates can ripple through linked beats and draft content, so out-of-order edits surface as broken sequence dependencies. Milanote’s freeform canvas supports fast reshaping, but it does not enforce a chronology lock the way Aeon Timeline does.
How do cross-reference links differ between Plottr and Milanote when multiple story elements change?
Plottr links cross-references inside the outline so related story elements stay connected as chapters are reordered. Milanote supports note linking on a board-style canvas, but it does not apply a structured plot model that constrains reference targets.
Which tool targets character profile tracking with beat-level edits inside one workspace?
Bibisco tracks character profiles and connects them to scenes through cross-links while keeping beat-level cards as the primary editing unit. Manuskript also supports cross-referencing between characters, places, and scenes, but Bibisco emphasizes beat-to-timeline editing as the core loop.
How does NovelCrafter handle guided outline-to-draft changes without losing scene edits?
NovelCrafter compiles manuscript-ready drafts from an outline view while letting scene-level edits flow back into the outline structure. Story Planner for Writers also focuses on chapter reordering tied to one plan, but it is more grid-first than guided compile-first.
What admin and governance controls matter most for team use of Wavemaker Cards?
Wavemaker Cards includes collaboration-oriented controls for shared board work so teams can review story structure without moving files manually. Tools that rely on local-first vaults like Obsidian shift governance to repository practices and plugin configuration rather than board-level team controls.
How do integrations and export paths typically differ between Obsidian and Manuskript?
Obsidian’s extensibility via community plugins expands export paths such as EPUB and manuscript-style compilation while retaining the note graph as the source of truth. Manuskript focuses on producing manuscript-ready text from its structured outliner workflow, with cross-linking kept consistent during outline-driven drafting.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Novel Outline Software

We separate novel outline tools by how your structure choices map to the app’s model—especially Outline import/export and data model clarity. If your plot changes often, the tool’s Update frequency for links and revision history usually decides whether outlining stays usable.

Outline import/export formats

Why it matters

Outline import/export formats matter because novel outlines rarely stay in one place. If your work moves between drafts, you need a reliable path in and out without losing structure.

How to check

Ask to import a sample outline file (for example, an OPML or CSV-style export) that includes characters, scenes, or chapter notes. Then export and re-import, checking that relationships and labels survive.

Update frequency for linked changes

Why it matters

Update frequency for linked changes matters when you rename a chapter or move a scene. A tool that doesn’t refresh links makes the outline contradict the draft.

How to check

In a demo, create a small chain like plot beats linked to chapters, then rename or move one node. Confirm other linked items update immediately and consistently, not just visually.

Revision history and restore

Why it matters

Revision history and restore matter because outlining is iterative. You want to back out a structural experiment without rebuilding from scratch.

How to check

Change a few outline nodes, then open the tool’s history view or restore option. Roll back and verify the scene/chapter structure and notes return to the prior state.

Data model matches your outline objects

Why it matters

Data model matches your outline objects because novel outlining uses repeated concepts like scenes, chapters, and characters. If the app forces everything into one generic note, navigation gets slow and fragile.

How to check

Build a mini outline using scenes, chapters, and characters. Check whether the tool stores these as first-class objects with consistent fields and filters during browsing.

Search and navigation across outline

Why it matters

Search and navigation across outline matters when your project grows beyond a single screen. You should find scenes by purpose, chapter, or tags without manual scanning.

How to check

Add tags and a couple of recurring notes, then search for a tag and a keyword that appears in multiple nodes. Confirm results are scoped to the correct object type and you can jump to the right location.

Red flags

  • Export drops links or collapses scenes into plain text
  • Renaming or moving nodes breaks references and doesn’t refresh
  • History restores only notes, not the outline structure

Fit by situation

  • If we already keep outlines in another writing tool, prioritize Outline import/export formats.
  • If we edit structure weekly and rename nodes often, prioritize Update frequency for linked changes.
  • If we run multiple structure experiments, prioritize Revision history and restore.
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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