GITNUXSOFTWARE REVIEW
Technology Digital MediaTop 10 Best Self Help Software of 2026
Self help software comparison roundup for shortlisting tools like Todoist, with tradeoffs for task capture, notes, and goal tracking.
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%
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Todoist is the best pick for self-help seekers who want habit loops to feel effortless, thanks to natural-language entry that turns your sentences into due dates, repeats, and reminders, whereas Evernote fits people who build therapy and reflection routines from searchable notes and scanned homework artifacts.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Todoist
Natural-language task entry that converts sentences into due dates, repeats, and reminders.
Best for: Fits when individuals or small teams need habit scheduling and focused daily task review.
ClickUp
Editor pickStatus-driven automation for tasks and linked docs, keeping article lifecycle steps synchronized with operational ownership.
Best for: Fits when teams need governed knowledge authoring workflows tied to work execution, with automation and API integration.
Evernote
Editor pickOptical character recognition on scanned images inside notes, so therapy homework and receipts remain searchable.
Best for: Fits when personal self help needs journaling, scans, and searchable reflections in one workspace.
Comparison Table
Todoist
SMBTask management software for personal organization and habit tracking.
Natural-language task entry that converts sentences into due dates, repeats, and reminders.
Todoist fits people who want one place to capture commitments, plan them, and review progress without building workflows in code. It supports task capture, recurring tasks, labels, projects, filters, and a built-in priority system that organizes daily execution.
For self-help use, it also supports templates for repeatable habits and goal-driven review via recurring routines. Automation is mainly driven through native scheduling rules and integrations rather than a deep visual automation builder.
- +Fast task capture plus quick filters for daily focus
- +Recurring tasks support habit loops and scheduled self-review
- +Natural-language input turns plain text into structured tasks
- +Cross-device sync keeps routines consistent across time and devices
- –Advanced governance and role controls are limited for organizations
- –Workflow automation depth is constrained outside supported integrations
- –Relies on manual review for many self-help metrics and reflections
- –Complex dependency planning requires external tools or discipline
Busy professionals and freelancers
Plan daily tasks with priorities
Clear next actions each day
Individuals building habits
Schedule recurring routines and study sessions
Fewer missed repeat commitments
Show 2 more scenarios
Self-coaching goal setters
Run structured review with templates
More consistent goal follow-through
Use recurring routines and templates to keep goals on track through repeat check-ins and planning.
Households and care partners
Coordinate responsibilities with checklists
Shared accountability across routines
Break repeat processes into assigned tasks and nested checklists so multi-step work gets completed.
Best for: Fits when individuals or small teams need habit scheduling and focused daily task review.
ClickUp
SMBProductivity platform combining tasks, docs, and goals for personal use.
Status-driven automation for tasks and linked docs, keeping article lifecycle steps synchronized with operational ownership.
ClickUp’s core strength for self-help operations is operational structure around knowledge output, not only publishing. Docs and tasks can be linked so an authoring workflow, review cycles, and release steps stay trackable inside the same system of record. Multiple views such as boards, lists, timelines, and dashboards make it practical to run article lifecycle queues, backlog triage, and release planning with one shared status model.
A key tradeoff is that knowledge publishing and end-user help center experiences are not ClickUp’s primary artifact. Teams that need a dedicated help center front end and public search relevance controls may still rely on separate knowledge tooling. ClickUp fits best when internal governance, workflow automation, and cross-team coordination matter more than built-in customer-facing knowledge UX.
- +Link docs to task workflows for traceable authoring and release ownership
- +Automation rules tie assignments and status changes to content lifecycle steps
- +Dashboards and multi-view planning support backlog triage and release cadence
- +API enables custom integrations for reporting and workflow automation
- –Built-in end-user help center and content publishing controls are limited
- –Granular governance across large article libraries needs careful workflow design
- –Advanced content discovery experiences require external tooling
- –Complex permission structures can become hard to reason about without conventions
Customer support operations teams
Run article review and release pipelines
Lower turnaround from draft to release
Internal enablement teams
Maintain onboarding and troubleshooting playbooks
Consistent onboarding documentation
Show 2 more scenarios
IT service managers
Coordinate knowledge work with incidents
Fewer repeat escalations
Create follow-up tasks from operational work to ensure recurring issues get translated into guidance.
Platform and data ops teams
Automate knowledge reporting via API
Measurable content lifecycle throughput
Pull knowledge workload metrics from ClickUp objects to drive dashboards and process monitoring.
Best for: Fits when teams need governed knowledge authoring workflows tied to work execution, with automation and API integration.
Evernote
SMBNote-taking app with personal knowledge base and goal-tracking templates.
Optical character recognition on scanned images inside notes, so therapy homework and receipts remain searchable.
Evernote centers on note capture and long-form personal knowledge with a flexible notebook structure that supports writing, scanning, and organizing across devices. It records reminders and attachments inside each note so self help workflows can stay in one place instead of splitting between docs and tasks.
Search and tagging make it practical to retrieve past reflections, habit logs, and reading notes when patterns need review. Evernote also supports integrations through its public API and automation options, which helps connect note capture to external systems.
- +Fast note capture with attachments keeps journaling artifacts together
- +Strong cross-device search for past reflections, scans, and documents
- +Notebook and tag structure supports repeatable self help routines
- +Public API enables custom export and note sync workflows
- –Complex automation needs usually require external tooling and coding
- –Rich formatting inside notes can complicate structured data reuse
- –Offline capture reliability depends on device sync behavior
- –Content discovery relies on query habits because relationships are lightweight
Habit trackers and self-coach users
Store habit logs with reminders and notes
Faster insight from past logs
Students and lifelong learners
Clip sources and link notes later
Searchable source library
Show 2 more scenarios
Personal development planners
Maintain project notes and attachments
Revisitable personal project context
Keep meeting notes, documents, and reminders together so goals and context stay aligned.
Hobbyists documenting skill growth
Archive instructions and personal research
Reusable reference for practice
Save hobby resources and guidance in tagged notes for quick retrieval when practicing.
Best for: Fits when personal self help needs journaling, scans, and searchable reflections in one workspace.
KnowledgeOwl
specialistKnowledge base software for customer support, employee guidance, and documentation.
Knowledge analytics connect reader behavior and search activity back to specific content for governance decisions.
KnowledgeOwl fits teams that need help center publishing plus ongoing governance, not just page hosting. Core capabilities include FAQ authoring and topic structure for discoverable content, and knowledge analytics that report on usage patterns tied to what people read and search for.
- +Strong article publishing controls with clear lifecycle management
- +Search and usage analytics tied to content engagement
- +Help center delivery that stays consistent across topics
- +Permissioning supports multi-team content governance
- –Interactive guidance quality depends heavily on article structure
- –Advanced automation requires more setup than basic portals
- –Content governance can slow publishing without a review workflow
Internal IT support teams
Publish change-related troubleshooting guides
Lower repeat questions
Customer support operations
Improve containment through search refinement
Higher self-service rate
Show 2 more scenarios
Product enablement leads
Organize onboarding FAQs by persona
Faster user onboarding
Topic structure supports persona-specific navigation and consistent help center presentation.
Knowledge management teams
Govern multi-author article reviews
Fewer inaccurate updates
Role-based permissioning supports controlled edits and approvals across contributors.
Best for: Fits when support teams need controlled knowledge publishing and measurable self-service performance.
Whatfix
enterpriseDigital adoption software that provides contextual guidance inside business applications.
Built-in visual authoring for multi-step in-app experiences that bind to UI context at runtime.
Whatfix records user interactions and turns them into in-app guidance assets that display contextually during product use. The core workflow covers onboarding, guided troubleshooting, and interactive tutorials built from page elements inside the live UI.
- +In-app guidance created from real UI elements for accurate contextual steps
- +Content targeting rules support role-based walkthrough variations and reusability
- +Event-driven architecture supports measurable engagement and guidance performance
- +Governed publishing workflows help coordinate releases across teams
- –Guidance stability can require ongoing maintenance when UI layouts change
- –Complex flows take longer to author than simpler checklist tutorials
- –API-based integrations add effort for teams without existing automation infrastructure
- –Cross-system troubleshooting can require separate engineering work
Enablement and support teams
Search answers and show help in-app
Faster task assistance access
Customer success teams
Drive walkthroughs across key SaaS flows
Improved visibility into engagement
Show 2 more scenarios
Onboarding content administrators
Manage reusable journeys and locate stalls
Identify onboarding content gaps
Maintain consistent onboarding assets and measure where learners get stuck across programs.
Operations process owners
Show role-specific steps and checklists
Role-relevant process completion
Target guidance based on department, job level, and application state for accurate execution.
Best for: Fits when teams need UI-level, contextual guidance tied to real user flows and governed releases across products.
Habitica
vertical specialistGamified habit-tracking app that treats self-improvement like an RPG.
Character stat and loot changes tied directly to habit completion inside the game loop.
Habitica turns habit tracking into an RPG-style routine where tasks change your character stats and progress. It supports goal structures like daily, weekly, and recurring habits with streak-like reinforcement and customizable rewards.
- +RPG mechanics convert habit completion into visible character progress
- +Recurring daily and weekly habits reduce manual rework each cycle
- +Guild and group play adds structured accountability for persistence
- +API enables automation of habit creation and status syncing
- –Gamification can distract from nuance-driven behavior change
- –API integration needs engineering effort for reliable syncing
- –Rule coverage is limited for complex conditional habit logic
- –Group mechanics rely on social activity that varies by community
Self-reflection journal practitioners
Pair journal check-ins with recurring habits
Routine for review and action
Behavior change planners
Log negative habits to reduce triggers
Visible reduction over time
Show 2 more scenarios
Students and study organizers
Turn learning steps into habit routines
Repeatable study workflow
Users convert assignments and study sessions into repeatable tasks and habit patterns for progress visibility.
Personal productivity managers
Run to-dos with reminders and subtasks
Clear checklist of progress
Users track one-off work with subtasks, reminders, and completion status alongside ongoing habits.
Best for: Fits when habit tracking needs motivation through RPG feedback plus social accountability.
Day One
vertical specialistPersonal journaling app with prompts and mood tracking for self-reflection.
Offline friendly journaling with photo and location aware entries that build a chronological timeline automatically.
Day One captures daily reflections and journals as entries with attachments, tags, and calendar views. It supports rich media notes with location and timestamped timelines, which makes it practical for habit tracking and ongoing self reflection.
- +Fast entry capture with photos, links, and structured metadata
- +Calendar and timeline views make it easy to review patterns
- +Content exports support long term portability
- +Cross device sync keeps journal history consistent
- –Limited automation and workflow orchestration for journaling
- –No admin governance controls for teams or shared workspaces
- –Third party integration depth is constrained for self help workflows
- –Search is less flexible than dedicated document search tools
Self-development journaling users
Prompted reflection with reusable templates
More consistent reflection practice
Travelers and trip journal writers
Capture moments with media and location
Chronological travel memory
Show 2 more scenarios
Mobile and desktop journal writers
Write anywhere, continue reading later
Continuous cross-device workflow
Users maintain one journal across devices while adding entries on mobile and updating on desktop.
Long-term journal preservers
Export entries for outside storage
Portable personal archives
Users move their reflections out of the app through export tools for long-term access.
Best for: Fits when individuals need low friction daily reflection with media, tags, and review timelines.
Strides
vertical specialistGoal and habit tracker with SMART goal templates for personal use.
Scheduled check-in routines that pair weekly goals with reflection prompts and progress review dashboards.
Strides supports recurring self-improvement workflows by combining goal setting, scheduled check-ins, and reflection activities into a single routine. The product’s value is strongest when development programs need consistent cadence and when participants benefit from structured prompts rather than open-ended journaling. Reporting centers on personal progress visibility, with dashboards intended to show whether activities are being completed and whether goals are moving.
- +Goal templates with structured weekly check-ins
- +Progress dashboards tied to routine completion
- +Reflection prompts that guide consistent practice
- +Coaching-friendly cadence for recurring improvement cycles
- –Limited fit for knowledge-base publishing and governed article lifecycles
- –Automation surface depends more on configuration than deep integrations
- –Less suited to high-volume support case workflows
- –Complex multi-program rollouts can require careful setup discipline
Coaching teams
Run weekly accountability routines for clients
More consistent client follow-through
HR learning programs
Deliver personal development cycles
Higher completion of development activities
Show 2 more scenarios
Team leads
Track self-improvement for individuals
Clearer development visibility
Leads monitor routine adherence and review goal movement during scheduled check-ins.
Individuals
Stay on track with recurring goals
Sustained habit formation
Users follow guided routines and run weekly reviews to adjust goals based on outcomes.
Best for: Fits when coaches or small teams run recurring habit programs with structured check-ins.
Fabulous
vertical specialistBehavioral science app for building healthy routines and habits.
In-session timed guidance that runs inside routine steps, turning exercises into a repeatable day-by-day sequence.
Fabulous focuses on guided routines delivered as a day-by-day experience with reminders and in-session prompts.
- +Day-by-day routine flow with timed prompts keeps exercises consistent
- +Streak and progress indicators reduce drop-off during habit-building
- +Mobile-first session design makes guidance usable without extra setup
- +Content structure supports repeated practice across multiple days
- –Limited admin controls for organization-wide content governance
- –No documented API surface for automation or system integration
- –User personalization stays within the app rather than configurable rules
- –No workflow tooling for escalation, handoff, or case management
Individuals building daily self-care habits
Follow a recurring wellbeing routine daily
Less manual planning overhead
People pursuing personal development goals
Break abstract goals into daily actions
Clear path to follow-through
Show 2 more scenarios
Individuals stabilizing evening routines
Complete a wind-down sequence nightly
More consistent end-of-day ritual
Guides reflection and relaxation steps with structured in-session prompts.
Individuals forming morning habit routines
Run a repeatable wake-up routine
Visible habit completion streak
Provides morning sequence prompts and progress visibility until each day completes.
Best for: Fits when individuals need guided daily mental habits with timed in-app sessions and progress tracking.
HelpDocs
SMBCustomer-facing knowledge base software for searchable support documentation.
HelpDocs supports guided troubleshooting flows built around stepwise resolution sequences inside help center content.
HelpDocs is a help center and self-service portal tool focused on FAQ authoring, article organization, and guided troubleshooting flows. The editor workflow supports structured content for end users, plus controls for content publishing and ongoing revisions.
- +Content editor is optimized for rapid FAQ and help center article creation
- +Guided troubleshooting formats support stepwise flows that reduce abandoned reading
- +Built-in knowledge analytics show search behavior and content engagement patterns
- +API integration enables automation for content publishing and external linking
- –Automation surface is thinner than full support-ops suites for multi-step case handoff
- –Complex governance needs require disciplined review workflows across contributors
- –Semantic search depth is less extensive than enterprise-grade search engines
- –Interactive guidance beyond article flows depends on external tooling
Customer support teams
Publish searchable answers for common questions
Fewer repetitive support requests
Product teams
Host branded documentation navigation
Organized documentation destination
Show 2 more scenarios
Operations and support teams
Centralize standard operating procedures
Faster access to procedures
Admins can manage content access while users search internal help articles for consistent answers.
Enablement and training teams
Create reviewed training reference articles
Easier-to-maintain training reference
Content controls support governed creation and review before publishing internal training materials.
Best for: Fits when teams need a maintainable help center with guided articles and light automation.
Conclusion
After evaluating 10 self help software, Todoist 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 Help Software
Self help software ranges from task and habit loops to guided in-product assistance, and each approach changes what “progress” can be measured against. This guide covers ClickUp, KnowledgeOwl, Strides, Habitica, Day One, Todoist, Evernote, HelpDocs, Whatfix, and Fabulous, because the feature sets map to very different daily and team workflows.
The selection emphasizes integration depth, automation behavior, and governance controls where those capabilities exist in the product surface. ClickUp is included for status-driven automation that links operational ownership to knowledge lifecycle steps, and KnowledgeOwl is included for knowledge analytics that tie search and engagement back to specific articles.
Self Help Software for guided habits, journaling, and knowledge experiences
Self help software includes journaling and reflection tools such as Day One and Evernote, where entries become a searchable record built from photos, tags, and timelines or from OCR-enabled scanned content. It also includes habit program tools such as Strides, Habitica, and Fabulous, where structured routines and timed prompts convert reflections into recurring completion metrics.
For teams that need support at scale, self help software also covers help center and in-app guidance systems such as HelpDocs and Whatfix, where guided troubleshooting or UI-bound walkthroughs reduce abandoned reading and improve flow completion. KnowledgeOwl extends this category with knowledge analytics that connect reader behavior and search activity back to the content that triggered it, and ClickUp targets guided knowledge authoring by synchronizing article lifecycle steps with task status and automation rules.
Self Help Software capabilities that change outcomes
The category splits into journaling loops, habit programs, and in-product guidance, so the feature set has to match the workflow that produces behavior change. The biggest differences show up in how tasks and content are connected, how automation behaves, and how much governance exists for teams.
Operational links between content and execution
ClickUp ties status-driven task workflows to linked documentation lifecycle steps using automation rules that synchronize ownership with content release. This connection matters when self help content needs clear accountability and controlled publishing.
Knowledge analytics tied to content decisions
KnowledgeOwl connects reader behavior and search activity back to specific articles using knowledge analytics tied to engagement. This supports governance decisions when the goal is improving self-service performance and article effectiveness.
Routine engines for scheduled check-ins and reflection loops
Strides runs scheduled weekly check-ins that pair goals with reflection prompts and progress review dashboards. Habit tools like Habitica and Fabulous convert completion into in-session feedback and streak tracking to keep routines consistent.
In-app guidance authored at the UI layer
Whatfix uses built-in visual authoring to create multi-step in-app experiences bound to UI context at runtime. This matters when guided help has to follow the actual interface elements users see.
Stepwise guided troubleshooting within help center content
HelpDocs provides guided troubleshooting flows that structure resolution as stepwise sequences inside help center content. This reduces abandoned reading when teams want users to follow a predictable path rather than search blindly.
Media-rich journaling with searchable timelines
Day One captures offline journal entries with photo and location aware metadata and builds a chronological timeline automatically. Evernote adds OCR-based search inside scanned images so self help homework and receipts stay searchable.
Choose by workflow fit, automation surface, and control requirements
Self help software becomes either a personal reflection system or an operational guidance system, and that choice drives what features matter most. Tools also differ in how much automation depth is native and how much governance is built for multi-contributor environments.
Map the core loop to content-first or execution-first workflows
If progress depends on authored articles that need lifecycle control and ownership, ClickUp and KnowledgeOwl fit because content can be governed and tied to operational work. If progress depends on recurring coaching or reflection check-ins, Strides and Fabulous focus on timed routines and progress dashboards rather than knowledge authoring.
Select the guidance delivery shape: help center flows or UI-bound walkthroughs
If users should follow stepwise resolution inside a help center, HelpDocs organizes guided troubleshooting as sequences within articles. If the guidance must follow real UI elements at runtime, Whatfix binds visual guidance to UI context and requires ongoing maintenance when layouts change.
Decide how automation should behave across tasks and content
If automation should synchronize task status changes with linked documentation lifecycle steps, ClickUp’s status-driven automation rules provide that linkage. If automation is mainly about recurring prompts and scheduled review, Strides emphasizes check-in routines rather than deep workflow orchestration.
Pick the measurement signal that will drive content or habit iteration
For measurable improvements to self-service performance, KnowledgeOwl ties search and engagement activity back to specific content so governance decisions can be content-targeted. For habit adherence, Habitica ties character stat and loot changes directly to habit completion and Fabulous uses streak and progress indicators inside timed routines.
Validate the content type: structured journaling versus OCR searchable artifacts
If daily capture needs fast entry with photos, links, and a chronological timeline, Day One builds the timeline from structured metadata. If therapy homework and receipts arrive as scans that must remain searchable, Evernote’s OCR on scanned images keeps those artifacts retrievable.
Check governance fit for organizations that need contributor control
When multiple contributors must coordinate knowledge releases, ClickUp’s workflow design supports traceable authoring and release ownership, but large libraries require careful governance workflow design. When guidance is authored for help centers or in-app experiences, HelpDocs and Whatfix both depend on disciplined article or UI maintenance to keep guided flows stable.
Who Self Help Software fits best
Different self help programs require different operating models. Some benefit from low-friction personal journaling and offline capture. Others need governed knowledge publishing or UI-guided support flows that reduce user friction at scale.
Support and enablement teams that publish controlled knowledge
KnowledgeOwl is built to publish and govern articles with search and usage analytics tied to specific content. HelpDocs adds guided troubleshooting flows inside help center articles when teams want stepwise resolution formats.
Product and UX teams that need in-app guidance tied to UI context
Whatfix supports multi-step visual guidance bound to UI elements, and it can vary walkthrough content by targeting rules tied to roles. This fits teams that can schedule upkeep when UI layouts change.
Coaches and small teams running recurring check-ins
Strides provides weekly goal templates with reflection prompts and progress dashboards tied to routine completion. This matches programs where adherence is reviewed on a fixed calendar cadence.
Individuals who want daily reflection with searchable media artifacts
Day One supports offline friendly journaling with photo and location aware entries that build a timeline automatically. Evernote adds OCR searchable scans so self help homework artifacts remain searchable alongside notes and attachments.
Teams coordinating self help content as part of execution workflows
ClickUp links documentation lifecycle steps to status-driven task workflows through automation rules. This fits environments where article ownership and release tracking must align with operational work.
Common Self Help Software buying mistakes
Many misbuys happen when the evaluation compares features that look similar on the surface but measure different signals. Journaling and habit tools often do not provide the governance depth needed for multi-contributor help content. Help center and in-app guidance tools often require ongoing content or UI maintenance to keep flows correct.
Treating a journaling app as a team knowledge governance platform
Day One and Evernote focus on personal capture and search, while governance workflows for multi-contributor publishing appear in tools like ClickUp and KnowledgeOwl. Evernote’s OCR search supports retrieval but it does not provide the same operational lifecycle control for shared article release ownership.
Choosing guided help without planning for maintenance
Whatfix guidance can require ongoing maintenance when UI layouts change, because guidance binds to UI context at runtime. HelpDocs reduces abandoned reading by structuring stepwise troubleshooting, but teams still need disciplined review workflows for contributor changes to keep flows accurate.
Expecting deep organization controls from consumer habit and task tools
Todoist has limited advanced governance and role controls for organizations, and its automation depth is constrained outside supported integrations. Habitica and Fabulous offer strong habit feedback loops, but they provide limited admin controls for organization-wide content governance.
Building habit programs in a tool that does not map progress to the right feedback loop
Fabulous uses timed in-session exercises with streak and progress indicators, while Habitica ties completion to character stat and loot changes. Selecting the wrong feedback mechanic can reduce adherence because motivation is generated by the app’s specific reward loop rather than by generic reminders.
Overlooking how structured content quality affects guidance performance
KnowledgeOwl’s interactive guidance quality depends heavily on article structure, so weak article organization harms measurable self-service results. HelpDocs and ClickUp both support guided or lifecycle-based workflows, but their success depends on article and workflow structure staying consistent as content grows.
How We Selected and Ranked These Tools
We evaluated each tool by mapping it to three capability buckets. Features accounted for 40% of the ranking because ClickUp’s status-driven automation with linked docs and KnowledgeOwl’s knowledge analytics each demonstrate measurable workflow value.
Ease and value each accounted for 30% of the ranking because tools like Day One and Strides emphasize friction-free entry or recurring check-in usability. ClickUp ranked highest because status-driven automation keeps article lifecycle steps synchronized with operational ownership while also supporting API integration and governed knowledge authoring workflows.
Frequently Asked Questions About Self Help Software
How do ClickUp and KnowledgeOwl handle knowledge workflows end to end?
Which tools support API-based extensibility for connecting self-help data to other systems?
How does Whatfix differ from Evernote for guided troubleshooting and self-help knowledge capture?
When is HelpDocs a better fit than a personal habit app like Strides or Fabulous?
What breaks if a self-help program needs strong admin controls and audience governance?
Which tool is more appropriate for onboarding and in-app tutorials built from the live user interface?
How does data migration typically work when switching from a journal system to Evernote or Day One?
Tradeoff question: what falls short if self-help needs offline-first media timelines instead of team publishing?
What setup burden changes between natural-language task capture in Todoist and structured routines in Strides?
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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