GITNUXSOFTWARE REVIEW
Art & DesignTop 10 Best Catalog Design Software of 2026
Compare catalog design software options like Marq, Canva, and Flipsnack with practical tradeoffs for teams choosing tools for print-ready catalogs.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
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Framework: Features 40% · Ease 30% · Value 30%
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Marq is the best pick for sales ops that need fast, consistent catalog updates across web and print because its reusable template and content block rules keep layouts aligned across catalog variants and releases, while Pagination is the enterprise alternative for high-volume SKU churn since rule-driven batch pagination and template inheritance minimize redesign when data changes.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Marq
Template rules apply across pages using reusable content blocks for consistent variant rendering.
Best for: Fits when sales ops needs fast, consistent catalog updates across web and print outputs.
Canva
Editor pickBrand kit style management that propagates typography and color decisions across multi-page catalog designs.
Best for: Fits when teams need quick, template-based catalog page design with collaborative review before print.
Flipsnack
Editor pickHot spot linking turns static pages into clickable product journeys inside the hosted flipbook.
Best for: Fits when marketing teams need fast, interactive catalog publishing with web-first viewing.
Comparison Table
Marq
SMBTemplate-driven design and brand management platform formerly known as Lucidpress, supporting catalog layouts.
Template rules apply across pages using reusable content blocks for consistent variant rendering.
Marq’s catalog workflow centers on templates and reusable components, so teams can keep typography, spacing, and product callout styles consistent across campaigns. Content can be swapped per catalog item via fields attached to pages and blocks, which supports batch updates when only attributes change. Publishing is organized around producing shareable catalog outputs rather than managing multiple handauthored print files.
A key tradeoff is that Marq favors repeatable page structures over deep manual control, so highly custom multi-column spreads can require more template work than freeform layout tools. Marq fits best when teams need frequent catalog revisions driven by product data and brand rules, especially for web viewing and internal sales collateral.
- +Template and block system keeps layouts consistent across catalog versions
- +Publish outputs support both shareable viewing and structured exports
- +In-editor collaboration reduces version churn from file transfers
- +Field-driven updates reduce rework when product copy changes
- –Advanced manual typography control is limited versus desktop layout workflows
- –Highly bespoke page variations need more template engineering upfront
Marketing ops teams
Launch seasonal product catalogs
Fewer layout revisions
E-commerce merchandising
Refresh catalogs for campaigns
Faster assortment rollouts
Show 1 more scenario
Sales enablement teams
Distribute product catalogs in teams
More consistent collateral
Collaborative editing and publishing produces shareable catalog links for field teams.
Best for: Fits when sales ops needs fast, consistent catalog updates across web and print outputs.
Canva
SMBGeneral-purpose design platform offering catalog templates alongside its broader graphic design toolset.
Brand kit style management that propagates typography and color decisions across multi-page catalog designs.
Canva is a browser-first design tool that organizes catalog layout work around templates, drag-and-drop editing, and brand kits for repeatable page styling. Catalog files can be built as multi-page designs and exported to print-ready PDF formats for production workflows that need consistent typography and spacing.
Layouts can also be re-used through downloadable template elements and shared with collaborators using link-based review. Canva’s automation and integration surface is mostly centered on assets and design sharing rather than SKU-level catalog data synchronization.
- +Template-driven multi-page editing speeds up repeatable catalog builds
- +Brand kit and style controls keep typography and colors consistent
- +Link-based collaboration supports quick external review cycles
- +Exported PDFs preserve layout structure for straightforward print handoff
- –No native SKU synchronization from a structured PIM feed
- –Advanced catalog pagination automation is limited compared with publisher tools
- –Output controls for CMYK proofing and press marks are less detailed
- –Automation is mostly file-centric rather than API-driven catalog rendering
Couples and event organizers
Template photo collages for events
Printable and shareable collage
Small business print creators
Labels and packaging layout templates
Print-ready export for production
Show 2 more scenarios
Marketing teams and small businesses
Template-based social campaign graphics
Consistent graphics for publishing
Teams create campaign visuals and social posts using reusable brand assets for consistent digital publishing.
Teachers and school communities
Yearbook page layouts from templates
Designed yearbook content
Users design classroom visuals and yearbook pages with templates for sharing or print distribution.
Best for: Fits when teams need quick, template-based catalog page design with collaborative review before print.
Flipsnack
SMBBrowser-based digital catalog and flipbook creator with drag-and-drop design tools.
Hot spot linking turns static pages into clickable product journeys inside the hosted flipbook.
Flipsnack’s core workflow starts with a catalog layout canvas and then adds interaction layers like hot spot linking and media embedding. Template inheritance helps teams keep typography, grids, and component placement consistent across SKU-heavy catalogs. Publishing generates a hosted viewer that works as a digital catalog viewer with responsive presentation.
A clear tradeoff appears in the export and typography control compared with design-first tools. Flipsnack is best when the catalog is meant for web consumption and marketing distribution, not when the team needs deep print prepress control like complex imposition workflows. Usage fits teams that need faster iteration cycles and frequent web updates without rebuilding layouts from scratch each release.
- +Hot spot linking adds clickable catalog navigation without custom code
- +Template inheritance keeps multi-issue catalogs visually consistent
- +Hosted responsive viewer supports embeddable sharing and web distribution
- +Exported PDF supports offline review and third-party distribution
- –Print prepress workflows get less depth than InDesign-centric pipelines
- –Large SKU catalogs can feel manual without structured data automation
Marketing teams
Quarterly product catalog updates
Faster release cycles
E-commerce merchandising
Category browse experiences
Higher engagement from viewing
Show 2 more scenarios
Sales enablement
Rep-ready collateral exports
Consistent handoff materials
Exported PDF and hosted viewing let reps share catalogs that remain consistent across channels.
Product managers
Interactive release announcements
Clearer product messaging
Embedded media and page interactions support launch storytelling tied to specific catalog sections.
Best for: Fits when marketing teams need fast, interactive catalog publishing with web-first viewing.
Catalog Machine
SMBProduct catalog builder with template-driven layout tools and CSV data import.
Automated pagination and template inheritance produce consistent multi-issue catalogs from mapped product inputs.
Catalog Machine fits teams that need consistent catalog layouts across many product sets, because its workflow is built around templated rendering from incoming product information. The solution is designed for batch output and repeatable formatting, which reduces per-page work compared with manual layout tools. Catalog Machine also supports interactive elements for web delivery, which makes it usable for both browsing experiences and sales enablement materials.
- +Template-driven batch rendering for consistent catalog output
- +Configuration controls keep variants and attributes synchronized across pages
- +Interactive publishing support for web catalog viewing
- +Automated pagination reduces repetitive layout steps
- –Template setup requires deliberate planning before high-quality output
- –Complex custom page layouts can take longer than expected
- –Data mapping work can become a dependency for frequent catalog updates
- –Fine-tuned typography adjustments may be constrained by templates
Merchandising operations teams
Seasonal catalogs with frequent product refreshes
Lower manual layout workload
E-commerce content teams
Web catalogs linked to product attributes
Faster catalog publishing cycles
Show 1 more scenario
Brand design teams
Multiple regional editions
Consistent visual identity
Reuses shared templates and configuration to keep typography and grid structure consistent region to region.
Best for: Fits when merchandising teams need repeatable catalog layouts from structured product data.
FlippingBook
SMBDigital flipbook maker for converting PDFs into interactive online catalogs with branding and analytics.
Hotspot linking inside the catalog viewer enables reader navigation without rebuilding separate documents.
FlippingBook creates interactive flipbook-style digital catalogs from your uploaded assets, with built-in page turning and viewer controls. Catalog workflows focus on template-driven layouts, automated page sequencing, and export options that support embedding on websites.
- +Template-based catalog creation reduces rebuild time across releases
- +Interactive hotspots support product-to-page navigation in the viewer
- +Embeddable viewer links enable catalog distribution on external sites
- +Automated pagination speeds catalog production from structured inputs
- –Catalog asset editing stays viewer-focused instead of full page-layout control
- –Complex SKU grouping needs careful preparation of incoming media
Marketing and merchandising teams
Turn PDF catalogs into interactive flipbooks
Shareable, trackable catalog
Publication and marketing operations teams
Update recurring catalog editions
More consistent repeat publishing
Show 2 more scenarios
Marketing and communications teams
Publish brochures and reports as flipbooks
Interactive documents for web
Organizations transform brochures and reports into branded flipbooks for link sharing or website embedding.
Sales and client services teams
Present client-facing product documents
Polished trackable client view
Sales and account teams package PDF product information into a branded viewer experience with tracking.
Best for: Fits when teams need interactive digital catalogs with embedded delivery and viewer interactivity.
Issuu
SMBDigital publishing platform that hosts and distributes PDF catalogs as interactive flipbook publications.
Issuu’s flipbook viewer and embeddable document experience package uploaded PDF layouts for web distribution.
Issuu is a publishing-first catalog tool that emphasizes cloud-hosted layouts as shareable digital documents and embeddable viewers. It supports flipbook-style presentation with design import workflows built around PDF ingestion, then adds catalog browsing through Issuu’s document experience.
- +PDF ingestion workflow turns finished layouts into web-ready flipbooks quickly
- +Embeddable document viewer fits marketing sites and catalog landing pages
- +Content versioning supports updates to published catalog issues over time
- +Publishing and sharing flow reduces friction from design to distribution
- –Print prepress controls like CMYK proofing and PDF/X compliance are limited
- –Catalog layout automation such as automated pagination and SKU synchronization is not its core
- –Variant-level catalog structure needs extra external preparation before upload
- –Template inheritance and InDesign interchange fidelity are constrained by PDF-first ingest
Product marketing and sales teams
Distribute catalogs as navigable editions
Hosted web catalog distribution
Educators and training teams
Publish course readers and handbooks
Consistent online course reading
Show 2 more scenarios
Small businesses and marketing teams
Publish brochures from finished PDFs
Online viewing for collateral
Teams upload completed brochure or booklet PDFs and publish them via share links and website embeds.
Operations and communications teams
Publish handbooks and internal policies
Managed internal document sharing
Organizations publish policies and internal-facing documents with controlled access options for online management.
Best for: Fits when marketing teams need fast digital catalog publishing from existing layouts without deep print automation.
MyBusinessCatalog
SMBDesktop and cloud product catalog software for creating printable and digital catalogs from a product database.
Template-based catalog page rendering from product entries, with coordinated outputs for print layouts and a web catalog viewer.
MyBusinessCatalog is a catalog design and publishing tool aimed at companies that need production-ready print layouts plus a web catalog viewer from the same source content. It emphasizes template-driven catalog pages with SKU and product data entry workflows, plus export outputs for print and digital viewing.
- +Template-driven page building supports consistent catalog styling
- +Digital catalog output works for web viewing alongside print-oriented layouts
- +Product-to-page rendering reduces manual page rebuilding for updates
- +Catalog-wide updates help keep product details aligned across sections
- –Fewer layout-engine controls than layout-first editors
- –Limited visibility into export compliance tuning for print workflows
- –Complex catalogs can require workaround templates for unusual grids
- –Automation depth depends on how product attributes map to templates
Marketing ops catalog producers
Frequent seasonal SKU catalog updates
Faster catalog refresh cycles
Product content managers
Centralized product data entry workflows
Lower manual layout rework
Show 2 more scenarios
Print production teams
Batch rendering for production-ready layouts
More consistent prepress handoff
Batch-style rendering supports predictable pagination and output preparation for print schedules.
Sales enablement coordinators
Web catalog viewer publishing
Consistent product presentation
Published catalogs reuse the same source content for internal browsing and customer viewing.
Best for: Fits when teams need repeatable catalog layouts and periodic product updates without deep page-design customization.
Pagination
enterpriseCloud-based automated catalog production engine that generates print-ready layouts from product data feeds.
Template inheritance with rule-driven batch pagination to update large SKU catalogs with minimal redesign work.
Pagination turns structured product and editorial content into print-ready catalog layouts with automation built around repeatable pagination rules. It supports template inheritance and batch rendering for SKU-heavy catalogs where item counts and variants change frequently.
- +Template inheritance reduces rework when catalogs are updated each cycle
- +Batch rendering speeds up large catalogs with frequent SKU and variant churn
- +Print-ready PDF exports preserve layout structure for production handoff
- +Structured source reuse supports cross-channel catalog workflows
- –Automation setup requires upfront mapping between content fields and layout regions
- –Advanced layout behaviors may need more workflow discipline than manual layout tools
- –Collaboration features are not the primary strength versus dedicated DAM-centric systems
- –Interchange with complex editorial pipelines can require extra configuration effort
Ecommerce and digital merchandising teams
Reuse content to publish digital catalogs
Digital catalogs from structured data
Catalog and product content teams
Generate repeatable multi-page catalogs
Fewer manual page assembly
Show 2 more scenarios
Print production and publishing teams
Apply pagination rules for print exports
Predictable print-ready structure
Publishing teams apply controlled templates and page sequencing, then export catalogs for print production handoff.
Global catalog and campaign teams
Run multi-issue and multi-channel editions
Controlled regional and channel publishing
Organizations reuse page structures while swapping SKU content, regional data, or output channels for each edition.
Best for: Fits when catalog teams need repeatable, high-volume layouts driven by structured content and rules.
Publuu
SMBDigital catalog flipbook maker with interactive elements, analytics, and lead-capture features.
Analytics that track viewer engagement and page-level lead capture within the published digital catalog.
Publuu converts catalog layouts into shareable digital publications with a viewer-first workflow and exportable files for sales and marketing use. The product supports page-by-page publishing, interactive elements like hot spot linking, and embeddable viewer experiences for web pages.
- +Hot spot linking for interactive product callouts inside the viewer
- +Embeddable catalog widget for placing publications on websites
- +View and lead analytics tied to specific publication pages
- +Flipbook-style presentation with consistent page rendering across devices
- –Limited support for catalog data synchronization workflows from PIM
- –Template inheritance for large SKU catalogs requires careful manual setup
- –Automation and API access for catalog generation is not central
- –Print output controls are narrower than InDesign-style production tooling
Marketing and product teams
Convert PDFs into interactive catalog viewers
Shareable interactive catalog
Marketing and creative teams
Create branded digital brochures
Branded brochures for campaigns
Show 2 more scenarios
Web and marketing communications teams
Embed catalogs on marketing pages
Embedded reader experience
Organizations place interactive publications directly on web and information pages without requiring downloads.
Training and documentation teams
Publish manuals and handbooks online
Navigable online reference
Teams publish manuals and handbooks with page links, thumbnails, and media for more navigable reference access.
Best for: Fits when teams need interactive digital catalogs with analytics and web embedding, without heavy layout automation.
Plytix
SMBProduct information management platform with a built-in catalog builder for generating PDF product sheets.
Variant grouping rules that drive conditional page content during automated rendering from template logic.
Plytix generates print-ready catalog layouts from structured product content and reusable design templates. It focuses on catalog workflows that include variant-aware rendering, batch output, and cross-media delivery for digital viewing.
- +Template-based page generation supports consistent catalog formatting across many SKUs
- +Variant-aware rendering reduces manual layout work for product families
- +Batch export workflows support repeatable catalog production runs
- +Catalog updates can be driven by changes in connected product data
- –Advanced layout rules require disciplined template setup
- –Complex custom creatives can require deeper design-to-template engineering
Marketing and sales teams
Build web-ready digital catalogs from records
Faster updated presentations
Marketing teams and catalog publishers
Create PDF catalogs and product sheets
Reusable printable product layouts
Show 2 more scenarios
Brands and manufacturers
Run approvals for catalog content changes
Traceable approvals for changes
Brands review product edits through ownership, approval, and publishing workflows before updates reach channels.
Catalog teams managing broad ranges
Generate bulk fields across SKU collections
Consistent content across product families
Teams use structured generation workflows to create and enrich product fields across large SKU sets.
Best for: Fits when teams need repeatable catalog layout generation from product data with batch exports for print and digital viewing.
Conclusion
After evaluating 10 catalog design software, Marq 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 Catalog Design Software
Catalog design software covers tools that assemble print-ready layouts and digital catalog viewers from templates and product inputs, including hosted flipbook publishing and layout automation. This buyer's guide covers Flipsnack, Catalog Machine, Marq, Pagination, FlippingBook, Canva, Issuu, Publuu, Plytix, and MyBusinessCatalog.
The comparison prioritizes the practical differences that show up in catalog updates, template inheritance, and viewer interactivity such as hot spot linking. Flipsnack leads for clickable product journeys inside hosted flipbooks, while Catalog Machine focuses on repeatable multi-issue layouts from mapped product inputs.
Catalog Design Software for template-driven print and interactive digital catalogs
Catalog design software is used to produce print catalog layout pages and interactive digital catalog experiences by combining template rules with product content. Tools like Flipsnack emphasize hot spot linking inside the hosted flipbook viewer so readers can navigate products without rebuilding separate documents.
Catalog Machine is built around automated pagination and template inheritance that render consistent multi-issue catalogs from structured inputs, which reduces rework when SKU lists and variants change. Marq and Pagination also use template inheritance and rule-driven batch pagination, but they place different emphasis on how much layout control is preserved when catalogs scale across many product families.
Template inheritance, automation, and viewer interactivity that change catalog output
Catalog design software saves time only when template inheritance and rule-driven pagination carry design intent across repeated releases. That matters most when SKU lists change and multi-issue catalogs must stay visually consistent.
Viewer interactivity also changes how products get discovered. Tools that add hot spot linking inside the hosted flipbook viewer reduce the need for separate navigation pages and keep the catalog as the interaction surface.
Hot spot linking for in-viewer product journeys
Flipsnack and FlippingBook embed clickable hotspots in the catalog viewer so readers can jump from a page element to product details without leaving the flipbook experience.
Automated pagination for repeatable multi-issue layouts
Catalog Machine and Pagination use template inheritance plus rule-driven batch pagination to update large SKU catalogs across cycles with less redesign work.
Template rules with reusable content blocks
Marq applies template rules across pages using reusable content blocks, which keeps variant rendering consistent across catalog versions while still supporting structured exports.
Batch rendering from structured product inputs
Catalog Machine and Plytix generate consistent catalog formatting across many SKUs by combining templates with mapped product or variant logic.
Embedding and document viewer distribution
Issuu and Publuu emphasize publishing finished layouts into web-ready flipbooks with embeddable viewers and widgets that fit marketing sites and landing pages.
Brand kit style propagation for multi-page consistency
Canva manages typography and color using brand kit style controls so multi-page catalogs stay consistent during collaborative review and template-driven edits.
Pick a workflow axis: viewer-first interactivity or layout-first catalog generation
Catalog teams typically follow one of two repeatable workflows. Viewer-first teams optimize the hosted catalog experience for clickable navigation and web embedding. Layout-first teams optimize automated page generation so pagination and layout regions update from structured inputs.
The fastest path to fewer reworks starts with how templates and rules handle change. Flipsnack and FlippingBook focus on interactivity in the viewer, while Catalog Machine and Pagination focus on automated pagination and template-driven batch rendering.
Choose how interactivity is created in the publishing experience
If the catalog must include reader navigation that ties page elements to products inside the hosted viewer, prioritize Flipsnack or FlippingBook for hotspot linking. If web embedding and embeddable viewer distribution matter more than deep page layout control, evaluate Issuu or Publuu for document viewer packages.
Decide whether pagination must scale from mapped product inputs
If multi-issue catalogs require batch updates driven by structured inputs, prioritize Catalog Machine or Pagination for automated pagination and template inheritance. If catalogs need rule-driven block reuse for consistent variant rendering across versions, evaluate Marq or Pagination where template rules apply across pages.
Test for template inheritance behavior during SKU and variant churn
Run a small multi-variant pilot that updates product families and verify that template-driven layout stays consistent across releases in Catalog Machine or Pagination. For variant-dependent page content, validate Plytix variant grouping rules against the template logic needed for product families.
Separate layout control needs from viewer-focused editing
If page-level layout control must stay close to publisher-grade typography, compare Marq and desktop layout workflows against viewer-first tools like FlippingBook and Publuu. If the main goal is fast multi-page builds with brand-consistent styles, Canva’s brand kit style propagation can cover that without building complex layout rules.
Confirm how complex custom variations will be engineered
If the catalog includes bespoke page variations, evaluate whether the tool supports extending templates enough without heavy engineering. Marq and Plytix both depend on disciplined template setup, which is safer for structured variants than for frequent one-off page redesigns.
Who Catalog Design Software fits best
Catalog design software fits teams that publish repeated catalogs where layout rules must hold under product updates. It also fits teams that need an interactive digital catalog viewer embedded into web experiences.
The right choice depends on whether the workflow starts from structured product inputs or from finished page layouts pushed into a flipbook viewer.
Merchandising and catalog ops teams with frequent SKU and variant changes
Catalog Machine and Pagination reduce rework by combining template inheritance with rule-driven batch pagination, which keeps layouts consistent across catalog cycles.
Marketing teams publishing interactive digital catalogs for web delivery
Flipsnack and FlippingBook add hot spot linking inside the hosted flipbook so the catalog page surface supports product navigation without separate menus.
Sales operations teams updating catalogs across web and print outputs
Marq’s template and block system helps keep layouts consistent across catalog versions while supporting publish outputs for shareable viewing and structured exports.
Content teams producing branded multi-page catalogs with collaborative review
Canva supports repeatable multi-page edits with brand kit style management so typography and color decisions propagate across pages.
Marketing teams focused on embedding finished documents into campaigns
Issuu and Publuu provide embeddable document viewer experiences that turn uploaded PDF layouts into web-ready flipbooks with viewer packages.
Common catalog software mistakes that cause rework
Catalog rework usually starts when template inheritance and automation are underestimated. It also happens when interactive viewer needs are treated as an add-on rather than a core publishing requirement.
The mistakes below track directly to how tools in this catalog design set handle hotspots, batch rendering, and template setup discipline.
Choosing a viewer-first tool when the catalog requires deep automated pagination
Flipsnack and FlippingBook can deliver interactive hotspot navigation, but teams with heavy pagination scaling needs should validate Catalog Machine or Pagination for batch rendering and repeatable pagination rules.
Treating template setup as minimal work for large SKU catalogs
Catalog Machine and Pagination deliver consistency through template inheritance, but setup requires deliberate mapping between content fields and layout regions to avoid downstream layout drift.
Underestimating template engineering effort for complex custom page variations
Marq and Plytix rely on reusable blocks or variant-aware rendering, which is efficient for structured variants but slows down when bespoke page variations exceed the template logic.
Assuming SKU synchronization exists when the workflow starts from design templates
Canva and Issuu emphasize template-driven editing or PDF-to-flipbook publishing, so teams that require automated SKU synchronization should check whether the workflow supports structured product input mapping like Catalog Machine or Pagination.
How We Selected and Ranked These Tools
We evaluated Flipsnack, Catalog Machine, Marq, Pagination, FlippingBook, Canva, Issuu, Publuu, Plytix, and MyBusinessCatalog on features and on the practical effort needed to keep catalog output consistent across updates. Features accounted for 40% of the score, ease and workflow fit accounted for 30% of the score, and value for repeatable catalog production accounted for the remaining 30% of the score. Flipsnack led the ranking because hotspot linking turns static catalog pages into clickable product journeys inside the hosted flipbook, and template inheritance keeps multi-issue catalogs visually consistent without rebuilding navigation or page layout every release.
Frequently Asked Questions About Catalog Design Software
How does Flipsnack turn product media into clickable catalog navigation for a hosted flipbook?
Which tools are built for automated catalog pagination from structured inputs instead of manual page building?
How do Plytix and Catalog Machine handle variant-aware content when the SKU list changes between catalog issues?
Which tools support editable template rules that propagate consistent layout logic across many pages?
When a workflow must export both web viewing and print-ready PDFs with preserved layout fidelity, which tools fit best?
What breaks when teams rely on Canva templates for catalogs that require SKU-level synchronization and conditional variant rendering?
How do FlippingBook and Publuu implement interactive hotspots, and where does the navigation logic live?
Which tools offer admin-grade access control features like RBAC and audit-friendly collaboration workflows?
How do Issuu and Flipsnack differ for teams that need embeddable viewers versus print prepress controls like PDF/X compliance?
Where does MyBusinessCatalog fall short for projects that require file-based print interchange like InDesign interchange or XML round-tripping?
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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