Commissioned Research
Top 10 Best Custom Art Services of 2026

GITNUXSOFTWARE REVIEW

Art Design

Top 10 Best Custom Art Services of 2026

Editorial roundup comparing custom art services, use cases, timelines, and costs to help teams shortlist options for brand, packaging, and events.

20 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

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe 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

Custom art services translate brand briefs into finished creative assets for campaigns, product experiences, and marketing deliverables using concept design, illustration, and production-ready artwork workflows. This comparison helps analysts and technical evaluators weigh agency in-house production against freelance capacity models like AKQA-style team delivery, while comparing pricing structures, turnaround expectations, and integration paths for asset pipelines and approvals.

AKQA is the best pick for enterprise marketing teams commissioning interactive, motion-rich custom art because it pairs brand-aligned art direction with interactive engineering delivery, while Upwork suits teams needing ongoing custom art with flexible freelancer sourcing thanks to milestone-based work that ties progress to deliverables.

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

AKQA

Experience and campaign production that merges custom visuals with interactive engineering delivery

Best for: Enterprise marketing teams commissioning interactive and motion-rich custom art

2

McCann

Editor pick

Integrated creative production that couples custom art with campaign design and storytelling

Best for: Teams needing coordinated custom art for campaigns and branded creative systems

3

Saatchi & Saatchi

Editor pick

Integrated creative production spanning digital, print, and motion under centralized art direction

Best for: Teams needing campaign-ready custom artwork across many brand touchpoints

Comparison Table

1
AKQABest overall
agency
9.2/10
Overall
2
agency
8.7/10
Overall
3
8.6/10
Overall
4
freelance_platform
8.3/10
Overall
5
enterprise_vendor
8.1/10
Overall
6
enterprise_vendor
7.7/10
Overall
7
agency
7.4/10
Overall
8
freelance_platform
7.2/10
Overall
9
6.9/10
Overall
10
6.6/10
Overall
#1

AKQA

agency

Design and custom art production for brand experiences and campaigns through in-house creative teams that deliver final visual assets.

9.2/10
Overall
Features9.5/10
Ease of Use9.0/10
Value9.0/10
Standout feature

Experience and campaign production that merges custom visuals with interactive engineering delivery

AKQA connects brand-led custom art execution with digital engineering for campaigns, experiences, and product marketing assets. Teams build bespoke artwork systems that can extend beyond static files into motion and interactive craft that fits launch and product needs. The workflow supports concepting and art direction, then adapts deliverables across channels and formats without breaking creative continuity.

A key tradeoff is that custom art delivery is tied to broader engineering and experience work, so projects that only require a simple illustration batch may not benefit from that depth. The best usage fit is a launch or campaign program where the same creative system must work across film or video, digital experiences, and physical applications.

AKQA also fits scenarios that require consistent engineering handoff, since mobile information architecture and user flows can connect to prototype and interface design outputs. That makes it suitable for teams that treat custom art as part of a functional product or journey rather than standalone marketing graphics.

Pros
  • +High-end art direction aligned to brand systems and campaign goals
  • +Custom creative built for interactive and motion-first delivery requirements
  • +Cross-disciplinary teams combine design craft with engineering execution
  • +Strong asset adaptation for multi-channel campaign rollout
Cons
  • –Custom commissions can require tight creative approval cycles
  • –Smaller scopes may feel oversized for simple single-asset requests
  • –Delivery cadence depends on stakeholder availability for reviews
Use scenarios
  • Global brand launch teams

    Unified launch visuals across media

    Consistent multi-channel launch experience

  • Mobile product teams

    Mobile journey custom art handoff

    Clear engineering-ready interactions

Show 2 more scenarios
  • Enterprise commerce leaders

    Customer journey creative systems

    More coherent brand-to-action flow

    Connects brand and commerce custom art across touchpoints for a coherent customer path.

  • Marketing campaign teams

    Reusable cross-channel campaign assets

    Coordinated reusable asset set

    Builds coordinated custom art systems with motion and digital experience deliverables.

Best for: Enterprise marketing teams commissioning interactive and motion-rich custom art

#2

McCann

agency

Brand campaign design and custom art services delivered by creative teams across concepting and finished artwork production.

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

Integrated creative production that couples custom art with campaign design and storytelling

McCann stands out by pairing custom art production with broader campaign creative disciplines, including brand storytelling and design systems. The team can deliver art assets for marketing needs such as concept art, key visuals, and campaign-ready layouts across multiple formats.

Custom workflows support iterative review cycles so artwork can align with messaging, typography rules, and production specifications. Engagement fits projects requiring coordinated creative output that plugs into larger creative and media plans.

Pros
  • +Campaign-ready custom artwork aligned to brand storytelling and messaging
  • +Multi-format deliverables support print, digital, and campaign layout needs
  • +Iterative review process helps converge on approvals and production-ready files
  • +Design system thinking improves consistency across series of assets
Cons
  • –Best results rely on clear creative direction and asset requirements
  • –Artwork delivery timelines can be sensitive to approval cadence
  • –Specialized art types may require early scoping of technical specs
  • –Less ideal for single, standalone custom pieces without campaign context
Use scenarios
  • Fashion and apparel marketers

    Campaign-ready apparel concept art

    Production-ready apparel visuals

  • Brand strategy and content teams

    Story-first campaign custom visuals

    Campaign stories tied to KPIs

Show 2 more scenarios
  • Multi-market brand teams

    Coordinated rollout custom art

    Consistent rollout across regions

    Plans and produces custom art deliverables for coordinated campaign execution across markets.

  • Product marketing teams

    Positioning refresh custom art sets

    Consistent repositioning across touchpoints

    Translates updated positioning into custom art direction and channel-ready creative outputs.

Best for: Teams needing coordinated custom art for campaigns and branded creative systems

#3

Saatchi & Saatchi

agency

Agency-led custom art design for advertising workstreams that produce campaign artwork and supporting creative assets.

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

Integrated creative production spanning digital, print, and motion under centralized art direction

Saatchi & Saatchi stands out with global brand-building experience applied to custom artwork for campaigns. The service combines strategy, creative concepting, and production for digital, print, and motion deliverables.

Dedicated teams support art direction, brand alignment, and asset refinement through review cycles. Work fits large-scale marketing needs where consistent creative output matters across multiple touchpoints.

Pros
  • +Brand-aligned concept development from creative strategy through final artwork
  • +Strong art direction for consistent visual systems across campaign assets
  • +Capability across print, digital, and motion formats for integrated delivery
Cons
  • –May feel heavyweight for one-off small custom pieces
  • –Turnaround can depend on multi-stakeholder review and approval steps
  • –Less direct fit for purely personal art requests without campaign context
Use scenarios
  • Brand and advertising leaders

    Campaign platform custom art materials

    Defined creative platform

  • Brand governance teams

    Approval system for campaign custom art

    More consistent campaign execution

Show 2 more scenarios
  • Awareness and reputation teams

    Film and social brand storytelling art

    Story-led brand perception

    Builds story-led custom art for film, digital, and social campaign communications.

  • Multinational marketing teams

    Localized custom art for markets

    Localized creative preserving core idea

    Adapts centrally developed custom art into local-language versions with market coordination.

Best for: Teams needing campaign-ready custom artwork across many brand touchpoints

#4

Upwork

freelance_platform

Workforce marketplace to hire custom art designers and illustrators for commissioned artwork projects with milestone-based workflows.

8.3/10
Overall
Features8.3/10
Ease of Use8.3/10
Value8.3/10
Standout feature

Milestone payments tied to deliverables

Upwork stands out by connecting custom art buyers with a large pool of specialist freelancers across illustration, character design, and graphic design. The platform supports project posting, milestone-based hiring, and structured messaging so custom art work can be scoped and iterated with clear deliverables.

Pros
  • +Large freelancer pool covering illustration, concept art, and brand graphics
  • +Milestone-based hiring helps align deliverables to defined custom art scope
  • +Portfolio and reviews support style matching for specific visual directions
  • +Messaging and file-sharing streamline iteration during art production
Cons
  • –Quality varies widely across freelancers without strong scoping guardrails
  • –Managing briefs and feedback can become time-intensive for clients
  • –Response quality depends on freelancer responsiveness and availability
  • –Some bids emphasize speed over style consistency for custom art
Use scenarios
  • Creative teams and media producers

    Illustration and character custom art commissions

    Commissioned artwork delivered

  • Marketing teams and publishers

    Custom blog and website visual assets

    Iterative custom web assets

Show 2 more scenarios
  • Individuals and families

    Memoir custom writing production

    Structured life-story manuscript

    Engage editors and writers to produce interview-driven memoir drafts with revisions.

  • Sports and video producers

    Highlight reel custom video outputs

    Approved edited video deliverables

    Hire editors for custom video cutdowns and export deliverables with feedback trails.

Best for: Teams needing ongoing custom artwork with flexible freelancer sourcing

#5

IDEO

enterprise_vendor

Custom visual design and art direction for products and experiences using multidisciplinary teams that deliver tailored artwork for projects.

8.1/10
Overall
Features8.1/10
Ease of Use8.1/10
Value8.1/10
Standout feature

Human-centered design workshops that turn research insights into tested visual concepts

IDEO stands out for design-led problem solving paired with multidisciplinary studio teams that work across product, service, and experience design. Core capabilities include human-centered research, rapid prototyping, and concept-to-launch design support for complex customer journeys.

Pros
  • +Human-centered research that informs original, audience-specific creative direction
  • +Rapid prototyping that validates custom art concepts quickly
  • +Cross-discipline teams blending experience, product, and brand visuals
  • +Workshop facilitation that accelerates creative alignment across stakeholders
Cons
  • –Design process can be heavyweight for small, single-piece art requests
  • –Deliverables may skew toward systems and experiences over standalone artworks
  • –Iterative cycles can increase effort for clients seeking a one-pass outcome
Use scenarios
  • Hardware and engineering teams

    Prototype-focused product visual systems

    Clearer engineering handoff

  • Public-sector and nonprofit service teams

    Workshop-driven service change artifacts

    Shared insights and artifacts

Show 2 more scenarios
  • Innovation and product strategists

    Tested new concept visual directions

    Validated direction with concepts

    Conducts research and produces custom art concepts with tangible prototypes for further development.

  • Brand and corporate communications teams

    Rebranding system custom art planning

    Coherent visual brand system

    Connects stakeholder workshops to positioning and custom identity systems for rollout planning.

Best for: Teams needing research-driven custom art for products, services, and experiences

#6

Frog Design

enterprise_vendor

Custom art direction and design services that translate concepts into high-fidelity visuals and production-ready assets.

7.7/10
Overall
Features7.7/10
Ease of Use7.7/10
Value7.7/10
Standout feature

Art direction that translates early concept decisions into production-ready layered deliverables.

Frog Design fits brand teams that need custom art production tied to product thinking, with concept-to-delivery workflows that keep visuals aligned to a creative brief. The studio is known for handling art direction, style references, and iterative sketch approvals with controlled revision pacing across layered source files intended for both digital and print use.

Pros
  • +Strong concept development linkage to art direction decisions
  • +Clear review cycles for sketch approval and visual hierarchy refinement
  • +Delivers production-ready layered artwork files for downstream reuse
  • +Good governance around usage rights scoping for commercial channels
Cons
  • –Process requires frequent stakeholder approvals to avoid rework
  • –Less suited to one-off illustrations with minimal creative direction
Use scenarios
  • Brand and product marketing teams

    Campaign visuals aligned to product narrative

    Fewer style mismatches

  • Design leadership and creative ops

    Multi-round approval governance

    More predictable delivery

Show 2 more scenarios
  • Agencies needing production support

    External art production with standards

    Faster production handoff

    Layered source files support downstream edits and derivatives for campaign and print needs.

  • Legal and licensing stakeholders

    Commercial reproduction usage scoping

    Clearer reproduction permissions

    Usage rights conversations are incorporated into the creative workflow to support downstream licensing needs.

Best for: Fits when product and brand teams want end-to-end custom art with tightly managed approvals and usage scoping.

#7

Digitas

agency

Creative production and custom art design for advertising and brand campaigns with design teams delivering finished artwork across channels.

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

Data-driven personalization integrated into custom customer journey design

Digitas stands out for using large-scale digital experience production alongside creative and strategy teams that run end-to-end client work. Core capabilities include custom campaign creative, experience design, and data-informed personalization for digital channels.

Pros
  • +Custom campaign creative with experience-led design and clear storytelling.
  • +Data-informed personalization tied to measurable engagement outcomes.
  • +Cross-channel execution with media activation and iterative optimization.
Cons
  • –Less suitable for one-off artwork without broader campaign context.
  • –Team workflows can require stakeholder alignment and timely feedback.
  • –Not ideal for highly niche formats that lack a digital experience footprint.
Use scenarios
  • Brand marketing and creative teams

    Launch personalized digital campaigns end-to-end

    Higher engagement across journeys

  • Product marketing and UX teams

    Design and iterate interactive customer journeys

    Improved conversion rates

Show 2 more scenarios
  • Media operations and growth teams

    Activate media and optimize real-time experiences

    Lower acquisition costs

    Runs build and activation workflows to refine content and targeting based on channel performance.

  • Data and personalization stakeholders

    Deliver data-informed personalization at scale

    More relevant customer experiences

    Applies data-informed personalization within digital experiences to customize messaging for different segments.

Best for: Brands needing custom creative plus digital experience execution and optimization

#8

Fiverr Pro

freelance_platform

Freelance services marketplace where providers offer web research, competitor scans, data gathering, and manual information collection.

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

Curated Pro talent listings that filter for established art workflows and repeatable delivery quality.

Fiverr Pro is a curated marketplace for custom art work where client and artist expectations are set through vetted listings and structured project delivery. Custom illustration, cover art, character art, and digital artwork can be commissioned with defined briefs and versioned handoff artifacts.

Pros
  • +Curated Pro sellers reduce variability in art quality and process
  • +Project messaging supports iterative revision cycles without leaving the platform
  • +Consistent project structure helps teams manage approvals and deliverables
  • +Portfolio-first discovery makes it easier to match style references to artists
Cons
  • –Customization depth can be limited by each seller’s available formats and assets
  • –Integration and automation are minimal since work is coordinated inside the marketplace
  • –Artist availability and timelines can fluctuate by seller capacity
  • –Complex brand governance needs extra coordination outside the platform
Use scenarios
  • Small publishers and editors

    Book cover illustration commission

    Print-ready cover artwork delivered

  • Product marketing teams

    Product visual concept and artwork

    Campaign-ready digital artwork assets

Show 1 more scenario
  • Localization and media producers

    Character art for dubbed content

    Localized character artwork delivered

    Pro artists can adapt character visuals to localization packages while teams track iteration and handoff in one place.

Best for: Fits when teams need commissioned artwork from vetted specialists with clear iteration inside one project thread.

#9

Mediakraft Networks

specialist

Custom art design services for brands and campaigns that include concept design, illustration, and artwork production for marketing deliverables.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Brief-to-asset iteration process that keeps typography, color, and layout consistent across deliverables

Mediakraft Networks stands out for delivering custom art services tied to real-world media production needs across multiple formats. The team supports bespoke visual assets for marketing, product, and brand storytelling rather than relying on generic illustration packages.

Pros
  • +Produces custom visuals aligned to brand systems and reusable design rules
  • +Supports multiple asset types for cross-channel marketing and media production
  • +Iterative review workflow improves alignment with briefs and stakeholder feedback
  • +Delivers polished artwork with consistent typography, spacing, and color
Cons
  • –Custom scope depth may require clear briefs for fastest execution
  • –Timelines can feel dependent on review turnaround and feedback cycles
  • –Highly experimental art styles may need additional concept direction
  • –Asset integration into complex design systems can require prior documentation
Use scenarios
  • Marketing teams

    Multi-format campaign custom art assets

    Clean integration with creative

  • Product marketing teams

    Brand storytelling custom art delivery

    Audience-aligned visual output

Show 2 more scenarios
  • Design ops and creative directors

    System-consistent custom art sets

    Consistent visual language

    Delivers assets that reuse established layout and type rules for consistent campaign presentation.

  • Channel teams and editors

    Iterated art for specific placements

    Format-ready creative deliverables

    Iterates custom art based on channel needs so delivered work matches format and audience expectations.

Best for: Teams needing consistent, production-ready custom art across marketing and product assets

#10

Wunderman Thompson

agency

Custom art and creative design services for brand campaigns, including illustration and artwork tailored to specific marketing formats.

6.6/10
Overall
Features6.6/10
Ease of Use6.5/10
Value6.7/10
Standout feature

Campaign art direction backed by full-service creative production across channels

Wunderman Thompson stands out for combining brand strategy with custom art production across digital, experiential, and campaign channels. The team supports end to end creative workflows, including concept development, art direction, and production-ready asset delivery.

Pros
  • +Strong integration of art direction with brand strategy
  • +Reliable delivery of campaign-ready multi-format creative assets
  • +Production support for digital, motion, and experiential creative work
  • +Skilled at scaling concepts into localized market variants
Cons
  • –Can be less agile for highly iterative, rapid micro changes
  • –Requires clear creative briefs to avoid late alignment churn
  • –Not specialized for single artist bespoke commissions only
  • –Workflow complexity may slow very small, one-off projects
Use scenarios
  • Brand strategy teams

    Brand-aligned campaign custom art workflows

    Brand-consistent campaign assets

  • Digital marketing teams

    Motion and video-ready custom art

    Ready-to-ship motion creative

Show 2 more scenarios
  • Experience and event organizers

    Experiential channel custom art delivery

    Coordinated experiential visuals

    Produces end-to-end custom art deliverables for experiential campaign components and related touchpoints.

  • Global marketers

    Localized multi-market custom art variants

    Consistent variants across markets

    Generates localized campaign custom art while preserving messaging alignment for rollout execution.

Best for: Teams needing brand-aligned custom art for multi-channel campaigns and rollouts

Conclusion

After evaluating 10 custom art, AKQA 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
AKQA

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Custom Art Services

Which provider best delivers consistent typography, color systems, and layout across many custom marketing assets?
Mediakraft Networks focuses on brief interpretation plus iterative review loops to keep typography, color, and layout consistent across deliverables. McCann also supports design systems and campaign-ready layouts, but Mediakraft Networks is most explicitly tuned for production-ready custom art that integrates cleanly with existing creative rules.
Who is best for brands that need custom art tied to digital experience execution and optimization?
Digitas pairs creative and strategy with end-to-end digital experience production, including data-informed personalization and performance-focused iteration. AKQA also delivers custom campaign visuals with motion and interactive engineering, but Digitas is the stronger fit when the art output must plug into journey design and ongoing media activation.
Which firm is strongest for interactive and motion-rich custom art delivered alongside engineering workflows?
AKQA stands out for interactive engineering delivery paired with bespoke artwork systems for campaigns and experiences. Wunderman Thompson supports motion and video-ready creative as part of full-service campaign production, but AKQA is the better match for teams that require interactive craft as a first-class output.
Which option fits multi-market rollouts where localized variants and brand messaging alignment drive the creative workflow?
Wunderman Thompson is built for brand-aligned custom art across digital, experiential, and campaign channels with localized campaign variants. Saatchi & Saatchi supports centralized art direction across digital, print, and motion touchpoints, but Wunderman Thompson is more directly positioned for measurable campaign execution across markets.
When should a team choose IDEO for custom art work tied to research and stakeholder alignment?
IDEO is suited to custom art that grows out of human-centered research, workshop facilitation, and rapid prototyping. Frog Design also delivers cohesive visual systems across physical and digital touchpoints, but IDEO’s workshop-driven approach is more targeted when stakeholder alignment and tested insights must shape the visuals.
Which provider is best for product and brand cohesion between industrial design, prototypes, and visual systems?
Frog Design emphasizes industrial design craft and translates strategy into polished design outputs like prototypes, design languages, and production-ready assets. IDEO can cover product and service experiences through research-driven design support, but Frog Design is the stronger choice when industrial design-to-visual system integration is the primary objective.
How do marketplace platforms like Fiverr handle onboarding and requirement clarity for custom art requests?
Fiverr uses gig-based delivery milestones and structured art request messaging so requirements and revision expectations are clarified before work begins. Upwork similarly supports milestone-based hiring and clear deliverables, but Fiverr is often more efficient for quick matching to a specialized style using portfolio samples and service scope.
Which provider is best for campaign-ready art assets across digital, print, and motion when centralized art direction matters?
Saatchi & Saatchi combines strategy, concepting, and production to deliver custom artwork across digital, print, and motion with dedicated review cycles. McCann also delivers coordinated art assets like key visuals and campaign-ready layouts, but Saatchi & Saatchi is the more centralized choice for large-scale multi-channel campaign execution.
What technical review and iteration workflow can reduce rework when custom art must match strict typography and production specifications?
Mediakraft Networks uses iterative review loops designed to align outputs with briefing intent, including typography, color, and layout system usage. McCann runs iterative refinement so artwork aligns with messaging, typographic rules, and production specifications, which helps when custom art must be integrated into broader creative and media plans.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Custom Art

We separate options by how you can steer the output after you place a request: the fit depends most on File handoff quality, Proof and approval workflow, and Revision handling. These determine whether your final custom art stays usable for what you planned to print or publish next.

File handoff quality

Why it matters

File handoff quality matters because custom art often needs to match specific print or platform expectations. When handoff is inconsistent, you end up re-exporting or fixing artifacts instead of moving forward.

How to check

Ask what formats and variants you receive (for example, source + exports) and whether they include the background removed and transparent output. Request a sample delivery from a demo request and inspect resolution, edge quality, and whether elements you need are editable.

Proof and approval workflow

Why it matters

Proof and approval workflow matters because you need control before the final art locks in. A clear proof path reduces mismatches between what you expect and what you get.

How to check

During a demo, request to see how proofs are delivered and how you confirm the final version. Ask whether you can approve per asset (single piece vs multiple deliverables) and how feedback is captured.

Revision handling rules

Why it matters

Revision handling rules matter because custom art frequently needs iterative tweaks to match your intended use. Tight or unclear rules can force you into repeated remakes.

How to check

Ask how revisions work after a proof, including what counts as a revision versus a new request. Test with a small change request in the demo and note whether the tool tracks the change to the right version.

Customization spec controls

Why it matters

Customization spec controls matter because custom art quality depends on how precisely you can state constraints and preferences. If controls are vague, outcomes drift from your intent.

How to check

Try submitting a request with clear constraints you care about (for example, subject count, background preference, and size/aspect). Then verify that the output reflects each constraint you gave rather than only the general theme.

Use-case output targets

Why it matters

Use-case output targets matter because art that works for a poster may fail for a product image or social crop. The best fit is the one that produces versions aligned to your real publishing channels.

How to check

Ask whether the workflow prompts you for intended channels and produces channel-ready variants. In the demo, select two different output targets and compare whether each keeps critical details intact.

Project history traceability

Why it matters

Project history traceability matters because you may need to audit what changed across proofs for consistency. When history is missing, it is hard to reproduce or justify a specific version later.

How to check

Request access to a project timeline showing versions or proof states. Look for timestamps, what changed per revision, and whether you can roll back to a prior approved version.

Red flags

  • You can’t retrieve prior approved versions after feedback
  • Uploads and downloads don’t preserve the editability you expect
  • Proofs arrive without clear linkage to the change you requested

Fit by situation

  • If you need artwork that matches print and web specs, prioritize File handoff quality.
  • If you want to steer outcomes with explicit constraints, prioritize Customization spec controls.
  • If you expect multiple rounds of small tweaks, prioritize Revision handling rules.
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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