GITNUXSOFTWARE ADVICE
Sales EnablementTop 10 Best Submit Your Software of 2026
Compare submit your software options with practical tradeoffs and fit notes for teams choosing tools for reviews and publishing.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe 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
GetApp is the best pick for SMB teams that want buyer-ready shortlisting and smoother vendor routing, thanks to its comparison-ready product detail pages that compile review context and structured vendor information, while SaaSHub fits teams that can manage listings manually since its editorial review workflow gates submissions for consistent directory placement.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
GetApp
Buyer-focused product detail pages that compile review context and vendor information into a comparison-ready layout.
Best for: Fits when teams need shortlisting, stakeholder comparison, and vendor contact routing for business software.
SaaSHub
Editor pickAn editorial review workflow that gates submitted product details before public placement in the directory.
Best for: Fits when software teams need directory-based exposure and can maintain listing content manually.
Softpedia
Editor pickEditorial review queue converts incoming releases into consistent catalog pages with version continuity.
Best for: Fits when publishers need third-party catalog visibility and consistent Windows download distribution.
Comparison Table
GetApp
SMB reviewsGetApp allows vendors to submit software for listing in category-based software directories.
Buyer-focused product detail pages that compile review context and vendor information into a comparison-ready layout.
GetApp organizes thousands of business software options into searchable categories like workflow automation and form builders, with vendor profiles, feature summaries, and review content that helps reduce time spent matching requirements to product capabilities. The workflow is oriented around selecting targets, verifying fit through published descriptions and user feedback, and moving leads toward vendor contact paths. Marketplace data is surfaced through category pages and product detail pages that make it easier to compare multiple tools on the same screen.
A key tradeoff is that GetApp provides market context, not a hands-on environment for building configurations, integrating APIs, or validating automation logic. GetApp fits teams that need a shortlisting step for vendor evaluation and stakeholder alignment, rather than teams that need an execution layer for workflows or data pipelines.
- +Category filters and product comparisons reduce shortlist churn
- +Structured vendor profiles support faster requirements-to-vendor mapping
- +Review content helps validate usability expectations before contact
- +Lead routing paths align marketplace browsing with vendor follow-up
- –No sandbox for testing integrations, workflows, or automation logic
- –Marketplace summaries can miss edge-case implementation details
- –API surface for buyer workflows is not the focus of the product
- –Governance and audit controls for procurement decisions are not provided
Procurement and vendor management teams
Create an evaluation shortlist quickly
Shortlist ready for outreach
Operations teams
Select a form or workflow tool
Faster tool recommendation
Show 2 more scenarios
IT administrators
Route requests to the right vendor
Cleaner discovery conversations
Use marketplace product information to pick target vendors for integration and security questions.
RevOps and marketing ops teams
Shortlist lead capture alternatives
Fewer tools to evaluate
Review competing tools at the category level to support workflow standardization discussions.
Best for: Fits when teams need shortlisting, stakeholder comparison, and vendor contact routing for business software.
SaaSHub
SaaS discoverySaaSHub lets users and vendors submit software products to an alternatives and discovery database.
An editorial review workflow that gates submitted product details before public placement in the directory.
SaaSHub’s primary contribution is structured visibility through its directory pages and category listings that bundle related products together. Vendor submissions feed into an editorial review queue that determines what appears publicly and in which section. SaaSHub also supports asset fields such as screenshots and optional documentation links that can reduce the effort needed to draft a product page from scratch.
A key tradeoff is that SaaSHub does not function as a deep integration layer for form traffic, lead routing, or automated in-app workflows. Submissions fit teams that want ongoing referral traffic from buyers who compare tools in a curated directory, while teams that need API-first automation should look elsewhere.
- +Structured submission fields that map cleanly to directory product pages
- +Editorial review queue provides consistent curation across categories
- +Screenshot and asset support helps reduce content setup for product listings
- +Category listings create repeatable exposure for targeted buyer searches
- –Limited API and automation surface for programmatic listing updates
- –Directory-first model restricts deep governance like audit-grade change tracking
- –Listing content is constrained to what the directory fields accept
- –Visibility depends on editorial outcomes and category placement
Product marketing teams
Maintain directory listings for inbound discovery
More qualified inbound discovery traffic
B2B SaaS sales teams
Support prospect comparisons during evaluation
Shorter sales education cycles
Show 1 more scenario
Partnership managers
Coordinate third-party tool positioning
Improved partner-sourced leads
Use directory category placement to support co-marketing and partner funnel visibility.
Best for: Fits when software teams need directory-based exposure and can maintain listing content manually.
Softpedia
download directorySoftpedia provides a software submission route for publishers that want catalog inclusion.
Editorial review queue converts incoming releases into consistent catalog pages with version continuity.
Softpedia’s publishing workflow centers on maintaining per-application pages that aggregate screenshots, version identifiers, and publisher-provided descriptions. Download access is organized through its distribution network so evaluators can pull the same build through consistent link targets. The catalog layout also supports repeated discovery of prior versions through visible release history elements.
A key tradeoff is that Softpedia focuses on catalog publication rather than offering application-side APIs for automated submissions. It fits teams that want third-party distribution and visibility without building their own syndication or download-mirroring infrastructure. It is less suitable for workflows that require programmatic ingestion, custom data fields, or controlled installer-generation.
- +Editorial pages consolidate versions, descriptions, and screenshots for faster evaluation
- +Distribution network supports consistent download access across a large catalog
- +Release history presentation reduces repeat research for prior builds
- +Publisher metadata standardization speeds up catalog publishing reviews
- –Limited automation options for programmatic submissions and custom structured fields
- –Catalog control does not replace app-specific installer and update logic
Independent software publishers
Place Windows builds into a public catalog
Faster buyer evaluation cycle
ISV marketing teams
Maintain ongoing release visibility
Reduced support questions
Show 1 more scenario
Software distribution partners
Rely on mirror delivery for consistency
Lower delivery friction
Download mirrors provide stable access paths to the same release across the catalog.
Best for: Fits when publishers need third-party catalog visibility and consistent Windows download distribution.
AlternativeTo
software discoveryAlternativeTo accepts software submissions for inclusion in its alternatives database.
AlternativeTo’s alternatives graph routes each submitted product into competitor-driven recommendation pages, not just standalone profiles.
AlternativeTo powers a software discovery directory by aggregating lists of alternatives tied to specific products. Each listing includes editorial context plus screenshots, links, and feature summaries that help teams compare options without leaving the page.
- +Alternative network links connect a submitted product to competitor listings
- +Submission flow captures screenshots and descriptive metadata for comparison pages
- +Editorial review queue filters low-quality entries before publication
- +Catalog browsing supports quick vetting through screenshots and feature bullets
- –Discoverability depends on category fit and the quality of submitted assets
- –No first-party API or automation surface exists for bulk updates to listings
- –Submission does not create governance controls like RBAC or audit logs
- –Content updates can lag because review and reindexing are not instant
SaaS buyers researching replacements
Find web-based substitutes for a known SaaS
Comparable options for evaluation
Marketing and analytics practitioners
Discover niche tools via category tags
Broader set of niche tools
Show 2 more scenarios
IT decision-makers and researchers
Narrow discovery by platform and licensing
More relevant discovery set
Your entry can appear in filtered alternative lists matching operating system, deployment context, and licensing model.
SMB procurement and buyers
Browse category options before vendor outreach
Preliminary vendor shortlist
Submitting your software adds it to business category comparisons that SMB buyers review before contacting vendors.
Best for: Fits when teams want a directory presence for software comparisons and do not need API-driven listing automation.
Product Hunt
startup discoveryProduct Hunt lets software makers submit products for launch listings and community feedback.
Editorial review queue and public comment threads combine a publish gate with immediate product-level feedback on the same listing page.
Product Hunt is a community-driven launch channel with an editorial review queue and a structured voting and ranking system for newly submitted software. Submissions pair a listing page with media assets, a brief description, and company context that users see alongside product screenshots and links.
- +Comment threads provide direct first-run feedback on onboarding and messaging
- +Editorial review queue creates a consistent submission intake and publish gate
- +Ranking and voting surface products quickly during launch windows
- +Listing pages package screenshots and press-style assets in one place
- –No native API or automation hooks for programmatic submissions
- –Visibility depends on community traction, which can be unpredictable
- –Admin controls are limited to listing ownership workflows
- –Campaign-level scheduling does not support multi-region rollout plans
Product teams and early-stage companies
Collect early questions during release
Objections and feature requests
Developer tool makers
Launch to reach technical users
Initial community reactions
Show 2 more scenarios
Marketing and product teams
Assess positioning from voting and comments
Qualitative messaging insight
Submission activity and community feedback help measure how audiences respond to screenshots and description emphasis.
Technology researchers
Compare early interest across launches
Directional market signals
Researchers can review votes, discussion, creator history, and launch activity on submitted listings.
Best for: Fits when teams need structured launch distribution and early user feedback via public listing discussions.
Capterra
SMB reviewsCapterra offers software vendors a self-serve listing path for its software marketplace.
Editorial review and structured vendor profile fields power consistent category pages and comparison surfaces without custom data models.
Capterra is a software discovery marketplace that differentiates through category pages tied to structured vendor submissions and editorial listings. Core capabilities center on browsing software by category, comparing alternatives via vendor profiles, and filtering by deployment and functional attributes.
- +Structured vendor submissions make category browsing predictable for seekers
- +Editorial listing flow keeps product pages organized by consistent fields
- +Strong filtering across functional and deployment attributes for narrower searches
- +Asset support like screenshots and documentation links improves product context
- –Listing control is limited to submission fields and does not replace direct product configuration
- –Automation and API access for vendors is not a primary workflow on the site
- –Comparison outcomes depend on what vendors choose to populate in listing fields
- –Cross-category consistency can require repeating the same information in multiple places
Software vendors and product marketing
Maintain marketplace profile for discovery
Maintained buyer research profile
Project managers and delivery teams
Compare planning and delivery workflows
Narrowed project management options
Show 2 more scenarios
Teams replacing business tools
Compare alternatives against current requirements
Structured replacement view
Submitting your software adds it to replacement-focused comparison surfaces built on workflow, deployment, and support attributes.
Finance teams and accounting advisors
Research tools for bookkeeping workflows
Shortlist for demos
Your submission appears in category listings where reviewers compare accounting workflows and bookkeeping needs.
Best for: Fits when software seekers need fast category-level comparisons and vendors want listings managed through structured submissions.
BetaList
startup launchBetaList accepts startup and product submissions focused on early-stage launches.
Editor-reviewed listings tied to ongoing update posts that keep the same product presence current.
BetaList is a software marketplace where teams submit software to be reviewed and then published as a categorized listing. The listing format includes structured company and product details plus media like screenshots, which helps readers assess fit quickly.
- +Editorial review flow gives submissions a consistent marketplace surface.
- +Update posts keep a listing active without replacing the original entry.
- +Screenshots and media assets support faster visual scanning by visitors.
- +Categorization and tags improve discovery for specific user intents.
- –Submission review timing can delay listing visibility for time sensitive launches.
- –Submission fields cap how much product technical detail can fit on a page.
- –No installer artifacts or download mirror support for distributing binaries directly.
- –Limited admin controls for multi product teams compared to internal release portals.
Product buyers researching tools
Compare options via categorized listings
Faster shortlist decisions
SaaS teams launching new products
Submit for review and publication
Published listings with visibility
Show 2 more scenarios
Marketing teams managing updates
Post release notes on listings
Reduced content duplication
Ongoing update posts let teams share changes without creating separate entries each time.
Founders validating market interest
Share listing pages for feedback
Continuous audience engagement
External audiences can revisit product pages and updates as teams refine messaging.
Best for: Fits when teams need a public channel for recurring product updates and community-facing discovery.
Submit Juice
startup marketingSoftware submission service and database focused on startup directories and launch platforms.
Release-to-release submission templating that keeps metadata, assets, and package references aligned across updates.
Submit Juice provides a workflow to package and submit software listings to a software distribution network. It focuses on intake from a software source, then generates the submission-ready asset set and metadata for publication.
- +Release-oriented submission workflow reduces repeat setup across versions
- +Built-in asset bundling for consistent screenshots, description text, and package references
- +Update path supports moving to new builds without restarting listing work
- +Clear submission status tracking for intake to publish handoff
- –Limited visibility into what third parties will index or cache after publish
- –Requires careful release metadata hygiene to avoid mismatched fields per version
- –Automation depth depends on manual preparation of submission assets
- –Granular permission controls are not as fine-grained as larger governance needs
Software product teams
Publish builds with prepared metadata
Faster listing publication
Release managers
Repeat submissions for every build
Consistent release delivery
Show 2 more scenarios
Distribution coordinators
Manage submission requests and artifacts
Fewer submission errors
Admin controls track release-cycle submissions and ensure delivery assets align with each publish run.
ISVs and independent vendors
Intake software and generate publish set
Reduced manual packaging
Submit Juice intake-to-asset generation streamlines packaging and metadata creation for listings.
Best for: Fits when small teams manage frequent software releases and need consistent listing packages.
Uneed
product discoveryProduct discovery platform that accepts software submissions for listing and launch visibility.
Editorial review queue with publish gating that treats each submission as a single bundled unit.
Uneed is a software submission and distribution workflow centered on packaging a product plus marketing assets into a publishable listing flow. The tool focuses on intake forms, file and media attachments, and a review pipeline that turns submissions into externally shareable pages.
- +Submission intake captures product details and asset packs in one flow
- +Review queue supports gated publishing for incomplete or low-quality entries
- +Attachment handling keeps screenshots and bundle media tied to the submission
- +Publishing controls reduce accidental releases of draft content
- –API automation surface is limited for end-to-end provisioning and updates
- –Governance controls do not cover fine-grained RBAC for every workflow step
- –Update packaging requires manual re-submission instead of versioned feeds
- –Integration options for external CMS or form builders are narrow
Product marketing teams
Package campaign assets into listings
Publish approved marketing pages
Software vendors
Submit releases with packaged components
Ship content with releases
Show 2 more scenarios
Marketplace ops teams
Control what ships together
Reduce publishing inconsistencies
Uneed coordinates approvals so related listing components publish together with consistent content control.
Editors and reviewers
Review submissions before publishing
Approve listings for sharing
Uneed routes submissions through a review pipeline that turns approved submissions into shareable pages.
Best for: Fits when a small team needs a gated submission workflow with bundled screenshots and documentation.
SourceForge
software directorySourceForge supports software project and product submissions for catalog distribution and downloads.
Project release hosting with integrated distribution via download mirror infrastructure.
SourceForge is distinctive as a long-running hosting and distribution network that pairs project publishing with download mirrors. It supports file releases, project pages, and community workflows like issue tracking and source code hosting links.
- +Broad distribution reach through established download mirrors
- +Release files attach directly to project pages for public availability
- +Community tooling includes issue tracking and activity history
- +Project listing governance supports controlled public visibility
- –API surface for submission automation is limited compared with SaaS submission portals
- –Release automation like scheduled version feeds requires external processes
- –Submission workflows are file-centric and less form-workflow focused
- –Granular RBAC and audit log depth is not the primary strength
Developers and administrators
Retrieve older project releases
Access to specific versions
Small and mid-sized business buyers
Browse categorized software listings
Shortlist of relevant projects
Show 2 more scenarios
Software publishers and release managers
Distribute artifacts tied to versions
Defined version downloads
Versioned release publishing and synchronization with download surfaces helps users obtain defined releases.
Open-source project teams
Connect releases to public issue work
Feedback stays connected
Submission enables project tracker workflows so bug reports and feature requests stay connected to the project.
Best for: Fits when software teams need public release hosting and long-lived download presence.
Conclusion
After evaluating 10 submit your software, GetApp 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 Submit Your Software
Submit your software is the workflow for getting a product release into a directory, marketplace, or distribution catalog with consistent listings and a controlled publish gate. This guide covers Softpedia, GetApp, SaaSHub, Product Hunt, AlternativeTo, Capterra, SourceForge, BetaList, Submit Juice, and Uneed using the mechanisms those tools provide for submission intake and listing placement.
Across these options, the deciding factor is often how much control exists over listing structure, assets, and version continuity after editors publish. Softpedia centers on an editorial review queue that converts incoming releases into consistent catalog pages with version continuity, while Submit Juice focuses on release-to-release submission templating to keep listing metadata aligned across updates.
Submit Your Software platforms: editorial gates, release packaging, and listing distribution control
Submit your software platforms use an intake form or release submission workflow that editors review before a public listing appears in a directory or catalog, and several tools package assets and product metadata as a bundled submission unit. Softpedia takes submitted releases and turns them into consistent catalog pages with version continuity, which helps teams keep descriptions, screenshots, and version references aligned on the same product surface.
SaaSHub also relies on an editorial review workflow with structured submission fields that map cleanly to directory product pages, but it emphasizes directory-first placement rather than automation for programmatic listing updates. Submit Juice shifts the workflow toward release cadence by using release-oriented submission templates and bundling assets and package references so teams can publish frequent updates without re-entering the same metadata each time.
Submit-your-software capabilities that determine listing control and continuity
Submission portals shape how listings stay consistent across releases because they control which fields, assets, and version references editors accept and publish. The tools that matter most here are the ones with clear editorial gating and enough structure to keep screenshots, descriptions, and version continuity aligned on the public product page.
Editorial review queue with predictable publish gates
Softpedia turns incoming releases into consistent catalog pages with version continuity through an editorial review queue. Product Hunt also uses an editorial review queue, but it adds public comment threads on the same listing page.
Release packaging and templated update submissions
Submit Juice uses release-to-release submission templating so metadata, assets, and package references stay aligned across updates. Uneed treats each submission as a single bundled unit so gated publishing can proceed when assets and documentation are ready together.
Structured listing fields that map cleanly to directory pages
SaaSHub relies on structured submission fields that map cleanly to directory product pages, which supports consistent browsing. Capterra also uses structured vendor profile fields, which keeps category pages organized by consistent inputs.
Distribution reach through integrated download mirror presence
SourceForge attaches release files directly to project pages and benefits from broad distribution reach through established download mirrors. Softpedia pairs editorial catalog pages with a distribution network that supports consistent download access across a large catalog.
Alternative-style recommendation surfaces tied to submitted product assets
AlternativeTo routes submitted products into competitor-driven recommendation pages via its alternatives graph rather than standalone profiles. AlternativeTo submissions capture screenshots and descriptive metadata intended for comparison pages.
Recurring update channel tied to a stable listing presence
BetaList keeps a listing active through editor-reviewed listings tied to update posts so the public presence stays current. BetaList also places a constraint on how much technical detail can fit on a page via its submission fields.
Choose a submission workflow based on editorial control, update cadence, and listing surface
Start by matching the listing surface a tool prioritizes to the outcome the release needs after publication. Some platforms optimize for consistent third-party catalog continuity, while others optimize for community feedback on the same publish gate.
Optimize for directory continuity when releases must stay consistent across versions
If release descriptions, screenshots, and version references must remain consistent over time, Softpedia is the strongest fit because it converts incoming releases into consistent catalog pages with version continuity. Use SaaSHub when directory product pages must stay consistent via structured submission fields that map directly to the public layout.
Optimize for update cadence when frequent releases share recurring metadata
Use Submit Juice when frequent releases must follow release-oriented submission templating that keeps metadata, assets, and package references aligned. Use Uneed when the submission must be treated as a single bundled unit so gated publishing can wait on bundled screenshots and documentation.
Choose a feedback-driven publish gate when early user comments are part of the launch workflow
Use Product Hunt when the same listing page must include immediate public comment threads alongside the editorial review queue. Use AlternativeTo when the release needs recommendation routing into alternatives pages driven by competitor linkages.
Pick directory vs community visibility based on how predictable discovery needs to be
Choose GetApp when category filters and product comparisons are needed for stakeholder shortlisting and vendor contact routing. Choose BetaList when recurring update posts are required to keep a stable listing active through ongoing editor-reviewed updates.
Use file-hosting oriented distribution when the release must be downloadable long-term
Pick SourceForge when public release hosting and long-lived download presence matter because release files attach directly to project pages. Pair SourceForge with Softpedia when consistent catalog pages with version continuity also need to coexist with distribution reach.
Who should use submit-your-software platforms
Submit-your-software platforms fit teams that want third-party visibility with editorial gates and structured submission intake. They also fit teams that need version continuity or release cadence without building a full publishing pipeline for multiple external surfaces.
Independent software vendors and publishers maintaining frequent releases
Submit Juice supports release-to-release submission templating that keeps assets and package references aligned across updates. Uneed also supports a bundled submission workflow that keeps gated publishing consistent when release documentation and screenshots change together.
Teams that need consistent directory listing structure for stakeholder comparisons
SaaSHub maps structured submission fields cleanly to directory product pages, which keeps categories consistent. Capterra also relies on structured vendor profile fields so category pages remain organized by the same input fields.
Launch teams using public feedback as a validation loop
Product Hunt combines an editorial review queue with public comment threads on the same listing page. GetApp supports comparison-ready layouts that route stakeholders to vendor profiles for requirements mapping.
Open-source or distribution-first teams hosting downloadable releases
SourceForge provides release hosting with integrated download mirror infrastructure so the project files remain publicly accessible. Softpedia adds a catalog surface with version continuity alongside consistent download access.
Marketing teams aiming for competitor-driven recommendation discovery
AlternativeTo routes submissions into competitor-linked alternatives pages, which places the product into recommendation contexts rather than only standalone profiles. AlternativeTo’s asset capture supports comparison pages through screenshots and descriptive metadata.
Common pitfalls in submit-your-software workflows
Most failures happen when a team treats editorial directories like automated distribution pipelines. Several tools intentionally lack a native automation surface for programmatic submissions and rely on structured intake plus editor gating.
Submitting releases without planning for field structure and version continuity
Softpedia converts incoming releases into consistent catalog pages with version continuity, so release metadata must match the expected structure across updates. Submit Juice reduces repeat setup by keeping release metadata aligned across versions, but mismatched fields can cause inconsistent listing packages.
Assuming programmatic updates are supported when the workflow is directory-first
SaaSHub and Capterra emphasize editorial flows and structured submission fields rather than an API-centric automation workflow. Softpedia also focuses on editorial conversion into consistent catalog pages, so automated listing updates are not the primary workflow.
Relying on community traction for visibility when predictable discovery is required
Product Hunt visibility depends on community traction because it does not provide native API or automation hooks for programmatic submissions. AlternativeTo discovery depends on category fit and submission asset quality because it has no first-party API for bulk listing updates.
Publishing time-sensitive launches without accounting for review timing
BetaList can delay listing visibility because submission review timing can impact time-sensitive launches. Product Hunt also uses an editorial review queue, so launch timing still depends on the publish gate being processed.
Expecting listing pages to replace the product’s own install and update logic
Softpedia’s catalog control does not replace app-specific installer and update logic, so version installation behavior must still be handled by the product release itself. SourceForge can host releases for download distribution, but update automation still requires external processes if scheduled version feeds are needed.
How We Selected and Ranked These Tools
We evaluated Softpedia, GetApp, SaaSHub, Product Hunt, AlternativeTo, Capterra, SourceForge, BetaList, Submit Juice, and Uneed using feature depth, then ease of using the submission workflow, then value for the listing outcome. Features carried 40% weight, and ease and value each carried 30% weight.
Softpedia ranked highest because its editorial review queue converts incoming releases into consistent catalog pages with version continuity and it also supports consistent download access through its distribution network. Tools were ranked lower when their editorial workflows limited automation and fine-grained governance for programmatic update scenarios.
Frequently Asked Questions About Submit Your Software
How does Formstack Submissions submission packaging compare with Submit Juice release templating?
Which tools support automated integrations or APIs for feeding vendor listing data into third-party platforms?
How do Softpedia and SaaSHub handle editorial review queues for submitted software listings?
When should a team choose Product Hunt over BetaList for publishing software updates?
What breaks if a submission process cannot preserve version continuity across updates?
How do SourceForge distribution network mechanics affect submit-your-software workflows compared with Uneed?
What admin controls are most relevant when multiple teams submit and update the same catalog entry?
How do SSO and security expectations differ between marketplace-style sites like Capterra and workflow tools like Submit Juice?
Where does alternative routing fall short if the goal is competitor-aware recommendations rather than standalone profiles?
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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