Commissioned Research
Top 10 Best Cv Generator Software of 2026

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Employment Career

Top 10 Best Cv Generator Software of 2026

Ranking roundup of top cv generator software, comparing Kickresume, Jobscan, and Enhancv with criteria for resume quality, ATS fit, and edits.

27 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.

Read our full methodology →

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

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

CV generator software matters because it turns structured work histories into consistent CV and resume outputs that can survive ATS parsing and recruiter review. This ranked list targets analysts and operators comparing builders that combine template control, keyword optimization, and formatting output quality, so the best fit can be selected for a specific job search workflow.

Kickresume is the best pick for job seekers who want structured CV creation that stays clean in DOCX and PDFs, since its editor swaps templates without breaking block formatting between sections, whereas Overleaf fits candidates or teams who prefer a reproducible LaTeX source workflow with collaborative version control.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

Kickresume

One-click template switching with an editor that preserves block-level formatting across sections.

Best for: Fits when structured CV creation needs quick PDF and DOCX output with minimal layout tinkering.

2

Jobscan

Editor pick

Jobscan’s job-description match scoring drives targeted CV edits based on keyword coverage.

Best for: Fits when role-by-role ATS alignment matters more than advanced design customization.

3

Enhancv

Editor pick

Job-description matching guidance that targets claim coverage before final export.

Best for: Fits when fast CV iteration and export-ready formatting matter for job-specific targeting.

Comparison Table

1
KickresumeBest overall
SMB
9.2/10
Overall
2
8.7/10
Overall
3
8.6/10
Overall
4
8.4/10
Overall
5
API-first
8.2/10
Overall
6
7.9/10
Overall
7
7.4/10
Overall
8
7.2/10
Overall
9
SMB
6.8/10
Overall
10
6.5/10
Overall
#1

Kickresume

SMB

Resume and CV builder with matching cover letters and personal website generation.

9.2/10
Overall
Features9.2/10
Ease of Use9.0/10
Value9.4/10
Standout feature

One-click template switching with an editor that preserves block-level formatting across sections.

Kickresume generates CVs through an editor that focuses on fast section composition and consistent typography. The workflow supports ATS-friendly templates with export outputs that include PDF and DOCX for application submission and editing.

Layout control centers on structured blocks like headers, summaries, and experience entries with guided formatting. Output review includes a live preview that helps catch spacing issues before exporting.

Pros
  • +ATS-friendly templates with consistent heading and section structure
  • +DOCX and PDF export cover both submission and later editing
  • +Live preview reduces spacing errors before export
  • +Section block editor keeps timelines and bullets aligned
Cons
  • –Advanced formatting beyond preset typography is limited
  • –Batch export and bulk updates require manual repetition
  • –Strict layout conventions can constrain unconventional CV structures
  • –Customization depth for print calibration and font embedding is narrow

Best for: Fits when structured CV creation needs quick PDF and DOCX output with minimal layout tinkering.

#2

Jobscan

SMB

Resume optimizer and builder with ATS keyword analysis and match scoring.

8.7/10
Overall
Features8.7/10
Ease of Use8.7/10
Value8.7/10
Standout feature

Jobscan’s job-description match scoring drives targeted CV edits based on keyword coverage.

Jobscan generates CV and resume outputs by scoring a job description against a candidate resume using keyword matching. The workflow centers on CV optimization, then exporting a resume document for applications.

It also supports ATS-oriented formatting choices and includes a cover letter builder for role-specific drafts. Output focus is on matching language to the posting, not on template-driven design systems.

Pros
  • +Keyword density scoring ties edits to job-description match signals
  • +Section reordering helps align CV structure to common ATS expectations
  • +Cover letter builder drafts role-specific language from the job posting
  • +Export supports ATS-friendly layout for quick application submission
Cons
  • –Output quality depends on providing a well-structured input resume
  • –Template variety is limited compared with design-first resume builders
  • –Automation centers on matching, not on complex formatting like multi-column layouts
  • –Document editing is less precise than direct typography control tools

Best for: Fits when role-by-role ATS alignment matters more than advanced design customization.

#3

Enhancv

SMB

Resume builder with drag-and-drop sections, skills visualization, and ATS checks.

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

Job-description matching guidance that targets claim coverage before final export.

Enhancv’s core workflow starts with guided CV sections, then applies layout rules from chosen templates to produce predictable pagination and consistent typography. CV optimization guidance is built around matching job descriptions to user content, which helps tighten bullet wording before export. Export includes PDF output for formatting stability and DOCX output for later editing, which covers most ATS submission and post-edit needs.

Cover letter creation is available as a parallel workflow, using the same content base so applicants can keep tone and claims aligned. A tradeoff appears in customization depth because template constraints limit some grid-level design control compared with fully freeform editors. Enhancv fits best when the priority is fast CV iteration with section-level reordering and controlled spacing for a clean single-document deliverable.

Pros
  • +Template-driven layout controls keep typography and spacing consistent
  • +CV optimization prompts improve bullet structure for impact
  • +DOCX export supports later edits without rebuilding the document
  • +Section reordering helps adapt content to different roles
Cons
  • –Template constraints can restrict fine-grained visual layout changes
  • –Advanced ATS tuning can require manual review beyond guidance
Use scenarios
  • Career switchers

    Reframe experience for new roles

    Clearer narrative with relevant bullets

  • Early-career candidates

    Turn rough notes into CV-ready text

    Stronger content density

Show 2 more scenarios
  • Job seekers at scale

    Generate role-specific CV variants

    Faster iteration loop

    Matching guidance supports targeted edits across multiple applications.

  • Applicants who edit later

    Maintain a clean master CV

    Less rebuild after formatting changes

    DOCX export supports follow-up editing while preserving the generated layout.

Best for: Fits when fast CV iteration and export-ready formatting matter for job-specific targeting.

#4

Canva

SMB

Design platform with an extensive library of customizable CV and resume templates.

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

Template-based CV design with strong visual layout controls, including typography presets and margin handling.

Canva generates CVs by combining drag-and-drop editing with prebuilt resume and CV templates that support PDF export and DOCX export. Typography presets, margin controls, and section reordering help keep a consistent look while tailoring content like roles, achievements, and skills.

Pros
  • +Drag-and-drop template editing with typography presets for fast visual consistency
  • +DOCX export preserves editable text for later formatting in word processors
  • +Section reordering helps restructure a CV without rebuilding from scratch
  • +Collaborative editing supports shared review cycles for draft CVs
Cons
  • –Layout flexibility can produce ATS-unfriendly reading order without careful structure
  • –Automation and API options for batch CV generation are limited compared with developer-first tools

Best for: Fits when visual CV drafts need quick iteration and shareable collaboration, with manual checks for ATS readability.

#5

Overleaf

API-first

Overleaf provides collaborative LaTeX editing with CV and resume templates and PDF compilation.

8.2/10
Overall
Features8.2/10
Ease of Use8.1/10
Value8.3/10
Standout feature

LaTeX document workflow with compile feedback and versioned collaboration for CVs and resumes built from templates.

Overleaf targets CV and resume workflows through LaTeX authoring, versioned collaboration, and publish-to-PDF output. Document sources live as editable text with compile feedback, which makes section edits and layout refinements repeatable.

Pros
  • +LaTeX source makes typography and spacing changes reproducible across versions
  • +Collaborative editing with real-time awareness reduces merge friction for templates
  • +Compile-to-PDF workflow keeps output consistent with the same source
  • +Template-driven layouts help maintain predictable CV formatting
Cons
  • –WYSIWYG editing is limited compared with visual resume builders
  • –Layout fixes can require LaTeX knowledge for non-template modifications
  • –Export formats beyond PDF are not the primary focus for CV output
  • –Template customization can be brittle when altering section structure

Best for: Fits when candidates or teams need repeatable CV formatting from editable source, not drag-and-drop layout control.

#6

MyPerfectResume

SMB

Step-by-step resume and CV builder with template customization and ATS tips.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Job-focused keyword matching within the CV editor helps tune skills and experience sections for specific postings.

MyPerfectResume is a CV and resume generator focused on guided editing and structured templates. It supports common document outputs like PDF export and DOCX export, with template choices designed for ATS-friendly layouts.

Pros
  • +Guided section editing reduces blank-page decisions during CV builds.
  • +PDF export and DOCX export support common ATS and application workflows.
  • +Cover letter builder keeps application materials aligned to one profile.
  • +Template typography and margin controls help avoid cramped, unreadable pages.
Cons
  • –Customization depth is limited for advanced layout needs beyond template rules.
  • –Tailoring tools can be blunt compared with deeper keyword analysis engines.

Best for: Fits when a structured CV generator is needed for quick, consistent ATS-friendly submissions.

#7

Standard Resume

SMB

Minimalist resume builder with LinkedIn import and clean PDF export.

7.4/10
Overall
Features7.4/10
Ease of Use7.4/10
Value7.4/10
Standout feature

Job matching feedback that links job-description text to content coverage guidance inside the CV editing flow.

Standard Resume’s workflow is built around template selection and then filling section-specific fields that map to common CV structures. Formatting stays governed by presets such as font choices, margin controls, and section ordering, which reduces layout drift when iterating. Export supports common application workflows using PDF and DOCX output, so generated documents remain editable for later cleanup. The job matching layer accepts a job description and then provides feedback tied to wording coverage and relevance.

Pros
  • +Guided section inputs reduce formatting drift across CV revisions
  • +Margin and typography presets keep exports consistent for repeated applications
  • +DOCX export supports later edits in standard word processors
  • +Job matching feedback ties content changes to target role text
Cons
  • –Custom layout variations can be difficult beyond preset-driven structure
  • –Advanced design control is limited compared with fully manual template editors
  • –Keyword feedback needs user judgment to avoid generic phrasing
  • –Batch output is not positioned for high-volume automation workflows

Best for: Fits when applicants need repeatable CV structure with strong formatting consistency and role-text refinement.

#8

ResumeLab

SMB

Resume and CV builder with expert-written examples and cover letter templates.

7.2/10
Overall
Features7.2/10
Ease of Use7.3/10
Value7.1/10
Standout feature

Job-targeting feedback that scores or flags keyword alignment against a specific job posting.

ResumeLab’s workflow centers on a structured CV builder that keeps section order and layout consistent while users fill in role-specific details. The tool supports content polish through bullet guidance and achievement phrasing help, which reduces blank-page time when rewriting older resumes. Export output emphasizes recruiter-friendly documents with PDF and DOCX formats for distribution and editing in standard desktop tools.

Pros
  • +Guided CV sections reduce layout mistakes during drafting
  • +DOCX and PDF exports support both sharing and later editing
  • +Cover letter builder generates a consistent application packet
  • +Job-targeting feedback helps align wording to a specific posting
Cons
  • –Template typography and spacing constraints limit deep customization
  • –Batch export workflows for multiple CV versions are not a focus

Best for: Fits when individual applicants need a guided CV builder with DOCX and PDF exports for targeted applications.

#9

Zety

SMB

Online resume and CV builder with ATS-friendly templates and cover letter integration.

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

Job-description matching highlights keyword gaps inside the CV so edits align with target requirements.

Zety is a CV generator built around guided editing that turns job-focused inputs into structured resume sections. It provides document export workflows that output both PDF and DOCX formats, which supports ATS-friendly sharing and offline editing.

Pros
  • +Guided section builder reduces formatting mistakes during CV creation
  • +PDF and DOCX export supports both ATS uploads and Word edits
  • +Cover letter builder keeps messaging aligned with the CV narrative
  • +Job-description matching surfaces keyword and relevance gaps for revisions
Cons
  • –Strong layout control can limit advanced custom design approaches
  • –Document output quality depends on how inputs are written and structured

Best for: Fits when job seekers want guided CV structuring with DOCX edits and PDF exports for applications.

#10

LiveCareer

SMB

Resume and CV builder offering templates, cover letters, and career resources.

6.5/10
Overall
Features6.5/10
Ease of Use6.5/10
Value6.5/10
Standout feature

LiveCareer pairs CV drafting with a cover letter builder in the same guided workflow, reducing duplicated job-specific writing.

LiveCareer generates CVs with a guided form workflow and built-in career content prompts that shape section-by-section wording. The editor focuses on ATS-friendly formatting through template controls and consistent section structure, with export paths to common document formats.

Pros
  • +Guided section prompts keep content organized and reduce blank-page risk
  • +ATS-friendly layout controls keep headings and ordering consistent
  • +Cover letter builder uses the same job context as the CV workflow
  • +Export formatting stays stable with margin and spacing controls
Cons
  • –Section reordering flexibility is limited compared with fully layout-editing editors
  • –Advanced styling like deep font embedding control is not a primary workflow
  • –Batch export and automated job-specific variants are not the core focus
  • –Template switching can require re-checking line breaks and spacing

Best for: Fits when job applicants want guided CV drafting with predictable formatting and document exports.

Conclusion

After evaluating 10 cv generator software, Kickresume stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
Kickresume

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 Cv Generator Software

The buyer guide covers cv generator software used to draft, format, and export CVs for ATS submissions and human review, including Canva, Enhancv, Jobscan, Kickresume, LiveCareer, MyPerfectResume, Overleaf, ResumeLab, Standard Resume, and Zety.

Tool reviews show how template editors, job-description alignment workflows, and LaTeX source pipelines shape the end-to-end build process, from section ordering to PDF and DOCX output structure.

This page focuses on integration depth, automation and API surface when available, and admin and governance controls when the workflow touches teams or high-volume CV production.

The decision criteria connect directly to what the editor surfaces in each tool build flow, including whether users can iterate job-specific content without breaking export formatting.

What Cv Generator Software does for ATS-friendly CV drafting and export

cv generator software turns structured CV inputs into formatted documents through template-driven editors, job-description matching guidance, or source-based build pipelines.

Most tools combine a guided CV layout with export paths that produce PDF and DOCX files that preserve readable structure for ATS parsing, while some add CV structure tactics like section reordering.

Jobscan is built around job-description match signals that drive targeted keyword edits, while Overleaf uses a LaTeX workflow with versioned collaboration so formatting changes stay reproducible across iterations.

The practical difference between tools shows up in how much control stays inside the editor versus how much work shifts to manual formatting after export.

CV generator capabilities that affect ATS parsing and export reliability

CV generator software matters most for ATS-ready output because template edits, spacing, and section order directly affect whether parsers extract headings and bullet content consistently from PDF and DOCX exports. The practical goal is to keep the build workflow from introducing formatting drift that forces rework after export.

  • Job-description alignment inside the editor

    Jobscan and Zety surface job-description keyword gaps so users can edit CV content toward role-specific match expectations before export. Enhancv and ResumeLab provide job-targeting guidance that shapes bullet structure and section coverage before the final document is generated.

  • Section ordering controls aligned to ATS expectations

    Jobscan includes section reordering to align CV structure with common ATS expectations for experience and skills blocks. Zety also highlights keyword gaps inside the CV builder, which changes what gets reordered or rewritten during the build flow.

  • Export formats that preserve editable structure

    Kickresume and LiveCareer provide both PDF export and DOCX export paths that preserve editable text for later formatting in word processors. Canva supports DOCX export that keeps editable text for follow-up formatting, while MyPerfectResume and Standard Resume also support PDF and DOCX outputs for common application workflows.

  • Design control that does not break reading order

    Canva’s template-based CV design includes typography presets and margin handling that help keep visual consistency during editing. Kickresume limits advanced formatting beyond preset structures, which reduces the risk of users breaking reading order for ATS extraction.

  • LaTeX source pipeline for reproducible CV formatting

    Overleaf generates CVs from LaTeX templates with compile feedback so typography and spacing remain consistent across revisions. The workflow suits teams that need versioned collaboration on the same source document instead of repeated drag-and-drop formatting.

  • Guided section inputs that reduce blank or malformed blocks

    LiveCareer uses guided section prompts that keep content organized and reduce the likelihood of incomplete sections. MyPerfectResume also uses guided section editing to prevent formatting drift across CV revisions, especially when users are creating multiple job-specific versions.

How to choose Cv Generator Software based on workflow control and automation depth

Start by choosing where the tool does the work. Some systems focus on job-description alignment signals that rewrite content inside the editor, while others focus on template editing controls or a source-based LaTeX build pipeline.

  • Choose alignment-first tooling for role-specific keyword coverage

    If job-description alignment drives the process, Jobscan and Zety show keyword gaps inside the build flow so edits target specific coverage gaps before export. If the workflow needs a guided structure for matching, ResumeLab and MyPerfectResume also provide job-focused guidance inside the CV editor so users update relevant sections rather than relying on post-export editing.

  • Choose editor-first design control when visual layout consistency matters

    If typography presets and margin handling are the main requirement, Canva offers drag-and-drop template editing that keeps visual formatting consistent during iteration. If the requirement is predictable heading and section structure with minimal layout tinkering, Kickresume uses ATS-friendly templates and consistent block formatting across sections.

  • Choose section-guided drafting to reduce blank-page and structure errors

    If users struggle with leaving gaps or misplacing content blocks, LiveCareer and Standard Resume use guided section inputs that keep headings and ordering consistent. This approach reduces formatting drift when multiple revisions are generated for different applications.

  • Choose DOCX-preserving exports when later formatting is part of the workflow

    If submissions require iterative editing in Word after the first export, tools that provide DOCX output help keep the text editable, including Canva and Kickresume. Enhancv, MyPerfectResume, and Zety also support DOCX export paths that support later formatting without redoing the entire CV build.

  • Choose a source-based LaTeX pipeline for repeatable formatting at scale

    If the priority is reproducible typography across versions and collaboration, Overleaf keeps changes in LaTeX templates with compile feedback. This is the fit when version control and repeatable layout updates matter more than drag-and-drop editing flexibility.

Who should use Cv Generator Software for ATS submissions and job-specific CV revisions

Candidates who submit multiple applications benefit from tools that reduce formatting drift and keep exports consistent across revisions. The right fit depends on whether role targeting is driven by keyword-gap signals or by template-controlled layout and section prompts.

  • Job seekers targeting many postings with keyword gap-driven edits

    Jobscan and Zety align edits to job-description coverage signals so users can update the CV where gaps appear before generating the final PDF or DOCX.

  • Applicants who need fast template drafting with consistent visual layout

    Canva supports typography presets and margin handling during drag-and-drop editing so users can iterate quickly while maintaining a coherent visual structure. Kickresume supports ATS-friendly templates that preserve block-level formatting across sections.

  • Candidates who draft CVs with guided structure and predictable headings

    LiveCareer and MyPerfectResume guide section inputs to keep formatting consistent and reduce missing or misordered blocks in the finished export.

  • Users who require DOCX export for downstream editing in word processors

    Kickresume and Canva preserve editable text in DOCX exports so later Word formatting adjustments do not require rebuilding the CV from scratch. Enhancv, MyPerfectResume, and Zety also support DOCX export paths for common application workflows.

  • Teams or power users who want reproducible CV formatting from editable source

    Overleaf suits users who prefer LaTeX source pipelines so spacing and typography changes stay consistent across versions and collaboration workflows.

Common pitfalls when using Cv Generator Software for exported ATS-ready documents

Many failures come from choosing a workflow that makes formatting easy during editing but fragile after export. ATS extraction issues usually appear when reading order or section structure changes in the exported file.

  • Editing in a way that creates ATS-unfriendly reading order in the exported file

    Canva’s template flexibility can produce reading order problems without careful structure, so users should verify that headings and bullet blocks export in a consistent order. Kickresume reduces risk by keeping block-level formatting consistent with ATS-friendly templates.

  • Relying on keyword guidance without a well-structured source CV input

    Jobscan’s match signals depend on the input resume structure, so poorly organized sections reduce the quality of keyword-driven edits. ResumeLab also depends on what the editor can map inside the CV build flow, so users should start from a structured draft.

  • Treating template constraints as a reason to force major layout changes late in the process

    Enhancv and Zety use template-driven layout controls that can restrict deep visual rearrangements, so late layout changes can require manual cleanup. Standard Resume and MyPerfectResume also follow preset structure rules, so layout experiments should happen before final export.

  • Assuming DOCX export is optional when downstream edits are part of the workflow

    CV builders that provide both PDF and DOCX outputs reduce rework when recruiters or systems request changes after submission. Canva and Kickresume are good examples of tooling that keeps text editable through DOCX export for later Word edits.

  • Trying to use drag-and-drop editing patterns on a source-based LaTeX workflow

    Overleaf keeps formatting changes in LaTeX templates, so users expecting WYSIWYG-only editing may struggle with layout fixes that require template edits. The LaTeX source approach reduces drift but demands a source-first workflow discipline.

How analysts built this Cv Generator Software short list

Analysts collected figures from the original publication pages covering cv generator software capabilities. Search tools opened each publication page and copied the figures placed beside the passages that describe each product capability.

Analysts compared those copied figures with official documentation, the changelog, and an independent review when one was cited, keeping the figure only when it matched. Analysts included a published benchmark only when a benchmark was cited as the source and used it to frame tool behavior in the buying guide.

Frequently Asked Questions About Cv Generator Software

Which tools produce ATS-friendly layouts without manual reformatting?
Enhancv and Zety keep structure consistent through guided section editing and template-driven typography rules before export. Kickresume also targets predictable block formatting for headers, summaries, and experience entries, which reduces spacing drift when moving from editor to PDF and DOCX.
How do export formats differ across Canva, Overleaf, and Jobscan?
Canva exports CVs to both PDF export and DOCX export using template layouts and typography presets. Overleaf compiles a LaTeX source into PDF export and supports versioned collaboration on the document text. Jobscan focuses on CV optimization and then exports a resume for applications, with output geared toward ATS-oriented formatting choices.
When does a job-matching workflow like Jobscan or ResumeLab become the right constraint?
Jobscan fits when keyword coverage from a specific job posting drives the edit loop because it guides CV optimization around job description matching. ResumeLab fits when applicants want job-targeted feedback inside a structured builder that keeps section order stable while users refine content for a defined target.
What breaks if a CV draft built in Canva gets moved into a strict ATS parser?
Canva’s visual controls can produce layouts that read fine for humans but require careful cleanup of spacing and section ordering when parsed by some applicant tracking systems. Standard Resume and MyPerfectResume reduce that risk by keeping formatting governed by presets such as margin controls and section ordering, which helps preserve a parser-friendly structure.
Which generator supports cover letter creation from the same content base?
LiveCareer ties CV drafting and cover letter creation to the same job description so section wording does not have to be rebuilt. Enhancv and Zety also provide a parallel cover letter workflow that reuses the CV content base for role-aligned messaging.
How should teams handle identity controls and auditing when multiple editors work on CV documents?
Overleaf supports versioned collaboration on the CV source, which makes change history trackable across editors. Canva includes collaboration for multiple editors, but document governance depends on how workspaces and permissions are managed around the shared file.
How do data import and migration workflows affect switching tools mid-process?
MyPerfectResume supports a resume parsing-style import flow to seed content faster when moving from an older document into a guided editor. Overleaf migration is better handled by converting existing CV text into a LaTeX source so edits remain repeatable, while Canva-based drafts usually require manual cleanup to preserve layout intent after import.
Which tools support configuration-driven consistency for repeated applications?
Standard Resume and Kickresume emphasize template-driven structure so recurring applications stay consistent across document generations. Overleaf supports repeatable CV formatting through editable source and template reuse, but it demands a stricter authoring workflow than WYSIWYG editors.
Where does customization trade off against predictability in tools like Enhancv and Canva?
Enhancv applies layout rules from chosen templates to keep pagination and typography predictable, which limits grid-level design freedom compared with fully freeform editors. Canva provides stronger visual layout control through typography presets and margin handling, but predictability for ATS ingestion depends on how consistently sections are structured before export.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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