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Digital Transformation In IndustryTop 10 Best Self Hosted Wiki Software of 2026
Compare self hosted wiki software options like Outline, XWiki, and HedgeDoc, covering key features and setup tradeoffs for teams evaluating wikis.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Outline is the best pick for teams that want a self-hosted wiki with a Notion-like editor, because its workspace-scoped REST API and webhooks make automation around permissions and page events straightforward, while XWiki is a stronger fit for enterprise teams that need to grow the wiki into structured, application-style content thanks to its application model.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Outline
Workspace-scoped REST API plus webhooks enable automation around page events and permissioned spaces.
Best for: Fits when teams want wiki-style knowledge bases with API-first automation and governed access controls.
XWiki
Editor pickXWiki application model lets custom document types and UI components be built inside the wiki.
Best for: Fits when teams need a wiki that evolves into a structured knowledge app with extensibility and fine-grained governance.
HedgeDoc
Editor pickMarkdown editing with built-in page revision history keeps documentation changes reviewable without extra add-ons.
Best for: Fits when teams need Markdown wiki collaboration with reliable revision history and export for documentation workflows.
Comparison Table
Outline
SMBA team knowledge base and wiki with a Notion-like editor, built for fast collaboration and self-hosting via Docker.
Workspace-scoped REST API plus webhooks enable automation around page events and permissioned spaces.
Outline performs hosted-style document collaboration in a self-hosted instance with pages, team spaces, and permissioned access. The editor centers on Markdown-style writing with an import path from common wiki formats, plus block-level content formatting for structured pages.
Outline includes a REST API for programmatic page creation and retrieval, which supports automation workflows and integration work. Admin features focus on authentication connectors and workspace-level governance for multi-team deployments.
- +REST API supports programmatic page lifecycle and team workflows
- +Markdown-centric editor reduces friction for documentation teams
- +Granular space and page permissions support controlled internal publishing
- +Authentication integration supports centrally managed identity for access
- –Automations require API integration work rather than built-in scheduling
- –Advanced indexing and search tuning is limited compared with heavier wiki stacks
Infrastructure-controlled knowledge teams
Host wiki inside controlled environments
Controlled internal knowledge base
HR and operations teams
Maintain policy and process pages
Searchable policy repository
Show 2 more scenarios
Documentation platform owners
Automate page updates from workflows
Less manual documentation work
Use the REST API to create and sync pages from recurring documentation pipelines.
Subject matter experts
Review changes with revision context
Clear review trail
Comment on pages and track edits using revision history during documentation review cycles.
Best for: Fits when teams want wiki-style knowledge bases with API-first automation and governed access controls.
XWiki
enterpriseA Java-based enterprise wiki platform with structured data, application building, and advanced permission management.
XWiki application model lets custom document types and UI components be built inside the wiki.
XWiki is a self-hosted wiki that combines a wikitext-style page engine with a database-backed application model for structured content. It supports application-level extensibility through its component framework, which enables custom objects, UI elements, and workflows beyond plain pages.
XWiki also provides enterprise-style access control via configurable security rules and integrates with common identity providers through supported authentication adapters. The result is a wiki that can behave like a lightweight knowledge application with revision history, attachments, and export options.
- +Database-backed content model enables structured objects and typed fields
- +Extensibility supports custom modules, UI features, and workflow automation
- +Granular security rules support RBAC patterns for pages, spaces, and objects
- +Built-in revision history and attachment handling fit audit-style documentation
- –Admin and page-creation flows require training to avoid permission mistakes
- –Schema and object modeling can increase complexity for simple wiki use
- –Performance tuning often matters at scale due to database-driven rendering
- –Some integrations depend on add-ons for full REST and automation coverage
Enterprise knowledge teams
Model wiki like an app
More than plain pages
Security-focused organizations
Apply rule-based access control
Consistent permission boundaries
Show 2 more scenarios
IT teams managing identity
Connect wiki to SSO providers
Single sign-on access
Integrate with identity providers through supported authentication adapters for centralized login.
Documentation owners
Export structured documentation content
Portable documentation deliverables
Use export options with revision history and attachments to support documentation sharing.
Best for: Fits when teams need a wiki that evolves into a structured knowledge app with extensibility and fine-grained governance.
HedgeDoc
SMBA self-hosted, real-time collaborative Markdown editor suited for team documentation and meeting notes.
Markdown editing with built-in page revision history keeps documentation changes reviewable without extra add-ons.
HedgeDoc’s editing and rendering pipeline is built around Markdown, with predictable formatting and page-level history for rollback-style workflows. The database-backed storage model supports page metadata and revision tracking, which is useful for documentation teams that treat pages as living artifacts. Identity integration can plug into external authentication via common OIDC patterns, which fits enterprise login policies and central access management. Content export supports migration and review flows without forcing manual copy and paste.
A key tradeoff is that HedgeDoc’s wiki features are not as extensible as block-oriented documentation systems, so teams needing heavy templating or deep automation often add extra tooling. HedgeDoc fits best when documentation updates are primarily text-driven and reviewers want reliable diffs and history in the same system. It also works well when a single team runs one internal knowledge base and wants consistent Markdown rendering across collaborators.
- +Markdown-first editing produces predictable documentation rendering
- +Database-backed revision history supports rollback and audit-style review
- +OIDC-compatible authentication aligns with centralized identity requirements
- +HTML and Markdown export support handoff and external publishing
- –Automation depth is limited compared with workflow-first wiki tools
- –Advanced taxonomy and graph navigation are less central than text workflows
Internal documentation teams
Maintain Markdown runbooks
Fewer broken instructions after edits
Enterprise IT knowledge owners
Centralize access via identity provider
Consistent access control across tools
Show 1 more scenario
Platform engineering groups
Export docs for publishing
Faster documentation handoff cycles
Teams export pages to HTML or Markdown for downstream portals and knowledge bases.
Best for: Fits when teams need Markdown wiki collaboration with reliable revision history and export for documentation workflows.
MediaWiki
enterpriseThe wiki engine that powers Wikipedia, written in PHP and designed for large-scale collaborative knowledge bases.
Template-driven transclusion renders reusable page fragments across a governed namespace structure.
MediaWiki is a self-hosted wiki engine built around a wikitext parser, transclusion with template pages, and per-page revision history that tracks edits over time. Its automation surface includes an API for programmatic reads and writes, along with hooks exposed for extensions that can react to page saves and other events. Admin governance is handled with configurable namespaces, user groups, and permission rules that map to typical documentation workflows.
- +Transclusion and template pages enable reusable documentation blocks
- +Revision history supports structured rollback and change auditing
- +REST API and MediaWiki API support automation for content operations
- +Access control uses namespaces and user groups for governance
- –Wikitext authoring and template syntax add learning overhead
- –Admin operations require careful extension and performance governance
- –Non-core editing features often depend on additional extensions
- –Search behavior can require tuning of indexing configuration
Documentation teams with compliance needs
Maintain policy pages with controlled edits
Auditable documentation updates
Platform engineering teams
Automate content sync from internal systems
Reduced manual documentation work
Show 2 more scenarios
Community maintainers
Scale knowledge with reusable documentation templates
Consistent page formatting
Templates standardize common sections and render consistent content across many pages.
IT and ops teams
Organize runbooks into namespaced libraries
Clear documentation boundaries
Namespaces and group permissions support separation of internal, public, and restricted content.
Best for: Fits when teams need governed wiki publishing with template reuse and strong edit history.
BookStack
SMBA self-hosted, opinionated wiki platform organized by books, chapters, and pages with a clean WYSIWYG editor.
Hierarchical navigation with space-scoped permissions aligns doc structure and governance in one place.
BookStack organizes information through spaces, books, and pages, which keeps permissions and navigation aligned to how teams write documentation. Page creation and updates support revision history, attachments, and a consistent editor experience for repeatable docs work. Access control is enforced with RBAC-style roles that map to space scope, which reduces the risk of exposing sensitive pages.
- +Book chapter navigation matches SOP and manual authoring workflows
- +Revision history and attachments reduce operational documentation loss
- +Space-scoped RBAC limits access without complex governance layers
- +Full-text search covers content fast enough for daily lookup
- –Cross-link heavy knowledge bases feel constrained by hierarchy
- –Automation and API surface are limited compared with developer-oriented wikis
IT operations teams
Maintain runbooks for incident response
Faster procedure retrieval
Customer support teams
Centralize troubleshooting guides
Consistent customer answers
Show 2 more scenarios
Compliance and training teams
Publish internal SOP libraries
Audit-friendly document control
Uses templates and revision history to keep controlled documentation updates.
Small engineering teams
Document internal platform knowledge
Reduced onboarding time
Captures technical notes in a book-like structure for daily onboarding and support.
Best for: Fits when documentation teams need hierarchical pages with controlled access and predictable navigation.
WackoWiki
specialistA lightweight PHP wiki engine with fine-grained access control and a legacy of long-term stability.
Built-in revision history plus attachment support directly tied to page versions.
WackoWiki runs as a self hosted wiki engine that stores pages and supports attachments, revision history, and metadata-driven page management. It provides a wikitext-style editing experience with page links and hierarchical organization mechanisms suited to documentation sites.
- +Revision history and diff views support safe iterative documentation updates
- +Attachment handling keeps diagrams and references colocated with wiki pages
- +Roles and permission checks are implemented within the wiki runtime
- +Wikitext editing supports predictable markup for repeated documentation patterns
- –API surface for automation is limited compared with wiki tools built around REST-first workflows
- –Front-end extensibility is constrained compared with block-editor based alternatives
- –Search behavior depends on server configuration and index refresh cycles
- –Theme customization requires template and asset work rather than simple UI toggles
Documentation groups
Run a wikitext documentation site
Faster knowledge updates
Content librarians
Manage pages with metadata
Cleaner information structure
Show 2 more scenarios
Admins managing access
Enforce roles and permissions
Governed user access
Control authentication and access boundaries using built-in roles and configuration settings.
Teams sharing attachments
Attach files to wiki pages
Versioned page assets
Store attachments alongside pages with revision history to track changes over time.
Best for: Fits when teams need a self-hosted wiki with attachments, history, and wikitext control without heavy API integration.
AFFiNE
SMBOpen-source workspace combining documents, whiteboards, and databases in a self-hostable platform.
Block-based content model with graph navigation and bidirectional links as the primary information workflow.
AFFiNE is a self-hosted wiki built around a block-based editor that stores content in structured objects rather than pure page text. It supports graph-style navigation with bidirectional links between pages so teams can move across concepts instead of only following menu paths.
- +Block-based page editing supports structured layouts without manual HTML
- +Bidirectional linking and graph navigation make relationship browsing fast
- +Page revision history tracks edits at the page level
- +Markdown and HTML export cover common documentation publishing outputs
- –Administration and governance controls are lighter than enterprise wiki suites
- –Search and link maintenance depend on indexing behavior that needs tuning after large imports
Knowledge teams
Use bidirectional page links
Cross-topic navigation
Documentation teams
Edit block-based knowledge pages
Structured page edits
Show 2 more scenarios
Product teams
Maintain page history and exports
Auditable publishing workflow
Track changes with page history and publish outputs using export capabilities.
Docker-deployed organizations
Run wiki inside self-hosted containers
Self-hosted linked wiki
Deploy AFFiNE in a Docker environment to keep editable knowledge and links inside controlled infrastructure.
Best for: Fits when teams want a graph-linked, block-editor wiki running on a self-hosted Docker setup.
Trilium Notes
specialistA hierarchical note-taking and personal wiki application with self-hosted server synchronization.
Graph view plus bidirectional links across a hierarchical tree enables non-linear navigation without abandoning structure.
Trilium Notes is a self-hosted knowledge base that models notes as a hierarchical tree with bidirectional links and graph-style navigation. The app stores content in its own format with revision history, attachments, and export options for HTML and Markdown.
- +Tree-first data model supports structured knowledge without rigid namespaces
- +Bidirectional links and graph view make cross-topic navigation fast
- +Node-level access control enables partitioning of sensitive work areas
- +Plugins and APIs support automation for note lifecycle and linking
- –Editing workflows can feel heavy for users expecting simple markdown pages
- –Deep customization relies on plugins that add operational complexity
- –Power features require learning node properties beyond plain text editing
- –External identity integration depends on correct auth adapter setup
Research and notes teams
Use hierarchical trees for notes
Organized knowledge system
Engineering teams
Attach files and revisions to nodes
Tracked knowledge changes
Show 2 more scenarios
Governed knowledge organizations
Restrict access by folder and node
Granular access control
Apply fine-grained permissions at node and folder levels for controlled sharing.
Automation-focused teams
React to note events with APIs
Automated knowledge updates
Use Trilium APIs and plugins to read, write, and respond to note events automatically.
Best for: Fits when teams need hierarchical knowledge management with link-driven navigation and programmable note automation.
TiddlyWiki
specialistA single-file, JavaScript-based personal wiki that runs entirely in the browser and can be saved locally or served.
Widget-based rendering lets a wiki page query tiddlers and compute dynamic views inside the client.
TiddlyWiki runs as a self-hosted, single-file knowledge base where each tiddler stores its own content, metadata, and change history. It uses a built-in wiki engine with bidirectional linking, rich linking syntax, and tag-driven navigation.
- +Self-contained tiddlers with embedded metadata and revision history
- +Bidirectional linking with powerful query views over tags and fields
- +HTML and Markdown export for distribution and migration workflows
- +Extensible widgets and plugins to change rendering and page logic
- –Governance and access control are limited without extra deployment patterns
- –Large deployments can face performance friction when editing many tiddlers
- –Operational setup requires plugin management and curated editor conventions
- –Search and link discovery depend heavily on how views are configured
Single-node documentation teams
Share knowledge as one-file updates
Portable single-file wiki
Teams using tagging workflows
Navigate with tags and rich links
Faster topic browsing
Show 2 more scenarios
Knowledge curators
Export wiki content for publishing
Publishable exported pages
Export content to HTML or Markdown to distribute knowledge outside the wiki.
Teams extending editors
Customize behavior with plugins and widgets
Tailored knowledge UI
Extend wiki behavior through custom plugins and widgets that adjust how tiddlers are created and displayed.
Best for: Fits when teams want a file-centric wiki with bidirectional linking and customizable views.
Wiki.js
enterpriseA modern Node.js-based wiki engine supporting Markdown, Git storage backends, and granular access control.
Space-scoped RBAC with page-level controls paired with revision history for governed documentation workflows.
Wiki.js is a self-hosted wiki that centers on a documentation workflow with Markdown-first editing and granular access control per space and page. It stores content in a relational database and supports page history, file attachments, and full-text search.
- +Markdown editor with live preview supports fast authoring
- +Granular space and page permissions support team governance
- +Built-in revision history and activity logs track document changes
- +Plugin architecture plus REST API supports integrations and automation
- –External authentication requires careful mapping of users and groups
- –Page templates and structured taxonomies can need extra configuration
Technical writing teams
Maintain documentation with Markdown-first editing
Easier documentation authoring
Managed enterprises
Control access per space and page
Tighter permission boundaries
Show 2 more scenarios
Compliance-focused teams
Review audit-friendly activity records
Traceable documentation edits
Use audit-oriented activity records alongside page history and attachments for traceable changes.
Platform integration teams
Automate wiki workflows via plugins
Automated documentation integrations
Use plugins and a documented API surface to connect wiki pages to external systems.
Best for: Fits when teams want a database-backed wiki with Markdown workflow and fine-grained RBAC.
Conclusion
After evaluating 10 self hosted wiki software, Outline stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right Self Hosted Wiki Software
A self hosted wiki software deployment runs the wiki server inside the organization instead of relying on a hosted SaaS instance. This buyer guide compares MediaWiki, BookStack, Wiki.js, HedgeDoc, Outline, XWiki, TiddlyWiki, Trilium Notes, WackoWiki, and AFFiNE based on how the platforms handle governance, linking, and automation.
The evaluation prioritizes integration depth via API and automation surface, plus the practical data model used to store pages, revisions, and attachments. Each tool also gets assessed for admin and governance controls such as permission scoping, template-driven reuse, and how revision history supports rollback and audit-style change tracking.
Self Hosted Wiki Software for controlled publishing, revision governance, and automation
Self hosted wiki software provides a server-based wiki editor and rendering engine with local deployment options such as Docker and LAMP-style stacks. It stores pages, revision history, and attachments on self-managed infrastructure and serves those documents to authenticated users.
MediaWiki centers on template-driven transclusion and wikitext authoring with strong revision history for governed publishing. BookStack focuses on hierarchical spaces with space-scoped permissions and navigation that matches chapter-style documentation workflows, while Wiki.js pairs Markdown editing with granular page and space access controls backed by revision history.
Governed publishing, linking behavior, and automation surfaces
Governed publishing depends on how a wiki stores pages and revisions and how it scopes permissions for spaces, namespaces, or applications inside the wiki. Revision history and rollback matter when multiple authors edit documentation that must remain stable.
Linking behavior determines how knowledge is discovered and maintained across pages, tags, and relationships. Automation surfaces determine whether content workflows can be integrated with existing tools through API, webhooks, or extension modules.
Template reuse for controlled doc fragments
MediaWiki uses template pages and transclusion so teams can render reusable fragments inside governed content areas while keeping edit history for template and page changes.
Space-scoped governance aligned to documentation structure
BookStack and Wiki.js both scope permissions by space, but BookStack emphasizes hierarchical navigation while Wiki.js pairs space and page controls with Markdown workflows and revision history.
Markdown-first editing with revision history that fits doc review
HedgeDoc and Wiki.js both center Markdown editing and include revision history so changes can be reviewed without extra wiki syntax layers.
API-first automation for page lifecycle events
Outline provides a workspace-scoped REST API plus webhooks so automations can react to page events, while MediaWiki automation often runs through extension modules and server-side configuration rather than an API-first workflow.
Typed content models and extensible UI inside the wiki engine
XWiki exposes an application model that supports custom document types and UI components, which helps when a wiki must evolve into a structured knowledge app with controlled object fields.
Dynamic, client-side views driven by tiddler queries
TiddlyWiki uses widget-based rendering so pages can compute views from queried tiddlers and metadata, which suits teams that want file-centric organization with relationship-heavy browsing.
Choose the wiki engine that matches governance structure and automation needs
Start by mapping how the organization wants to divide knowledge and control edits, because BookStack and Wiki.js treat access control as a first-class part of the navigation model. Then map how the organization wants to publish reusable content blocks so templates and transclusion can reduce duplication errors.
Next, decide whether automation must happen through API and webhooks or through wiki-native extension modules. Finally, pick the editing workflow that matches day-to-day author behavior so users do not struggle with wikitext, custom syntax, or schema modeling tasks.
Pick the governance shape that matches how teams structure documentation
Choose BookStack when hierarchical navigation and space-scoped permissions should align with chapter-style SOP publishing and predictable page discovery. Choose Wiki.js when space-scoped RBAC and page-level controls must be paired with a Markdown authoring workflow and revision history.
Decide whether reusable fragments must be template-rendered
Choose MediaWiki when template-driven transclusion should render governed fragments across many pages without manual copy-paste. Choose XWiki when reusable fragments should be modeled as typed objects that can power custom UI components inside the wiki.
Select the automation path based on integration expectations
Choose Outline when automations must call a workspace-scoped REST API and react to page events with webhooks. Choose MediaWiki when automation is acceptable through server-side extensions and extension configuration that works inside the same wiki engine runtime.
Match authoring ergonomics to the wiki syntax users will tolerate
Choose HedgeDoc when Markdown editing with built-in revision history should reduce friction for documentation teams that review diffs. Choose Wiki.js when live preview plus Markdown editing must sit beside granular permissioning across spaces and pages.
Use model-driven or graph-driven engines only when the navigation workflow fits the team
Choose XWiki when teams can invest in schema and object modeling to build typed document structures and governed UI components. Choose Trilium Notes or AFFiNE when non-linear navigation with bidirectional links and graph browsing is part of the everyday knowledge workflow rather than an occasional view.
Teams that need governed wiki publishing and integration-ready automation
Organizations that publish operational documentation and need rollback-safe change control should evaluate how each wiki treats revision history and reusable content. Teams that integrate the wiki into engineering workflows should also prioritize an automation and API surface that matches existing systems.
These tools fit different documentation philosophies, ranging from template-driven wiki publishing to space-governed Markdown collaboration to graph-driven note linking.
Doc teams standardizing SOPs with hierarchical navigation
BookStack supports hierarchical chapter-style navigation and space-scoped permissions, and its revision history plus attachments reduce documentation loss during iterative updates.
Engineering teams requiring structured access control on Markdown content
Wiki.js provides a Markdown editor with live preview and granular space and page permissions backed by revision history for governed documentation workflows.
Platform teams building automation around wiki page events
Outline exposes a workspace-scoped REST API and webhooks so external systems can drive page lifecycle workflows and permissioned space operations.
Knowledge teams that want reusable governed fragments at scale
MediaWiki supports template-driven transclusion and template pages so documentation can reuse consistent fragments while preserving revision history for both templates and target pages.
Teams that want the wiki to behave like a structured knowledge app
XWiki provides a database-backed content model and an application model that supports custom document types and UI components for typed governance.
Common self hosted wiki selection pitfalls
A wiki fails operationally when its governance model does not match how teams publish and review content. It also fails when automation expectations exceed the built-in API or webhook surface.
Many failures also come from underestimating authoring friction, especially when users must adopt wikitext syntax or schema modeling steps.
Selecting a graph-first wiki for a team that needs strict hierarchical publishing
Trilium Notes and AFFiNE prioritize bidirectional linking and graph navigation, so teams needing predictable chapter-style navigation and permissioned publishing should validate fit against BookStack or Wiki.js.
Assuming templates exist as a reusable pattern in every wiki
MediaWiki is designed around template pages and transclusion, while BookStack and HedgeDoc focus more on space or Markdown workflows, so teams requiring template-driven fragments should prioritize MediaWiki.
Choosing a wiki for API automation when the integration surface is secondary
Outline provides REST API and webhooks for page events, while WackoWiki offers attachment handling and revision history tied to page versions but has limited automation surface compared with REST-first workflow tools.
Ignoring access control mapping work during authentication integration
Wiki.js supports external authentication but requires careful mapping of users and groups, so identity integration should be validated early when governance depends on RBAC.
Overbuilding typed schemas without enough governance training
XWiki supports schema and object modeling, but admin and page-creation flows can require training to avoid permission mistakes for teams that expect simple wiki authoring.
How We Selected and Ranked These Tools
We evaluated MediaWiki, BookStack, Wiki.js, HedgeDoc, Outline, XWiki, TiddlyWiki, Trilium Notes, WackoWiki, and AFFiNE on features, ease, and value with features weighted at 40 percent and ease and value weighted at 30 percent each. We centered integration depth on automation surfaces like REST APIs and webhook triggers, and we validated governance behavior through permission scoping and revision history rollback workflows.
We compared linking and knowledge structure through template-driven rendering, hierarchical navigation, and bidirectional linking or graph navigation behaviors across the list. MediaWiki set the top position with template-driven transclusion for reusable fragments plus template and page revision history that supports governed rollback and change auditing at scale.
Frequently Asked Questions About Self Hosted Wiki Software
How do BookStack, Wiki.js, and MediaWiki handle revision history during documentation edits?
Which wiki provides the cleanest Markdown-first workflow without leaving the editor for common export formats?
When teams need fine-grained access control down to page or node scope, how do Wiki.js, XWiki, and Trilium Notes differ?
How do Outline and Trilium Notes support automation when knowledge changes must trigger downstream systems?
What breaks if a migration from MediaWiki relies on wikitext templates but the target wiki emphasizes structured pages like BookStack or HedgeDoc?
Which tool is better suited for server-side extensions that change wiki behavior inside the platform rather than via external app code?
How do AFFiNE, Wiki.js, and TiddlyWiki approach navigation when links represent knowledge relationships rather than menu paths?
What admin controls and identity integration paths are commonly required for enterprise RBAC, auditability, or directory login?
When a team needs file attachments tied to specific page revisions, how do BookStack and WackoWiki differ in practice?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
Funding and competing interests
This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.
They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.
Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →
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