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Top 10 Best B2B Commerce Consulting Services of 2026

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Top 10 Best B2B Commerce Consulting Services of 2026

Compare b2b commerce consulting services for B2B teams, covering scope, experience, and tradeoffs to shortlist IBM Consulting, EPAM, or Accenture.

19 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

Agents extract product evidence with provenance, then collect written reviews and 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

B2B commerce consulting services help enterprises design storefront-to-order integrations, define catalog and pricing data models, and automate provisioning across ERP, OMS, and payment systems. This comparison supports B2B buyers weighing strategy and operating model work against implementation depth in API-led extensibility, configuration governance, RBAC, and audit log requirements for regulated sales channels.

IBM Consulting is the best pick for enterprise B2B teams that need governance-first, integration-heavy commerce delivery because its planning sequence ties RBAC-style controls with API orchestration from quote-to-order, while Valtech is the better fit for teams focused on tightening quote-to-order workflows and downstream OMS and ERP behavior.

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

IBM Consulting

Delivery planning that connects RBAC, audit-style operational controls, and API orchestration into a single implementation sequence.

Best for: Fits when enterprise B2B teams need controlled, integration-heavy commerce delivery across ERP and CRM.

2

EPAM Systems

Editor pick

API-driven order orchestration that connects quote, contract pricing, tax, and fulfillment routing across multiple systems.

Best for: Fits when B2B teams need integrated commerce delivery across ERP, CPQ, and complex buying organization models.

3

Accenture

Editor pick

Multi-workstream delivery governance that coordinates commerce releases with ERP, pricing, and order orchestration dependencies.

Best for: Fits when large B2B enterprises need multi-system commerce delivery and governed integrations.

Comparison Table

1
IBM ConsultingBest overall
enterprise_vendor
9.2/10
Overall
2
enterprise_vendor
8.8/10
Overall
3
enterprise_vendor
8.7/10
Overall
4
enterprise_vendor
8.5/10
Overall
5
enterprise_vendor
8.1/10
Overall
6
enterprise_vendor
7.7/10
Overall
7
agency
7.4/10
Overall
8
enterprise_vendor
7.0/10
Overall
9
enterprise_vendor
6.9/10
Overall
10
agency
6.6/10
Overall
#1

IBM Consulting

enterprise_vendor

IBM's consulting arm delivering B2B commerce platform and integration services.

9.2/10
Overall
Features9.2/10
Ease of Use9.1/10
Value9.3/10
Standout feature

Delivery planning that connects RBAC, audit-style operational controls, and API orchestration into a single implementation sequence.

IBM Consulting works best when B2B requirements include multi-organization ordering, complex pricing and catalog rules, and buyer hierarchy controls that must be implemented consistently across sites and channels. The delivery approach typically translates business workflows into integration maps, including order orchestration, availability and fulfillment routing, and downstream ERP responsibilities. IBM Consulting also brings governance artifacts such as role design, audit-friendly operations, and release coordination across commerce, data, and enterprise app teams.

A practical tradeoff is that IBM Consulting is strongest when teams accept structured governance and clear decision points, because that level of control can slow early iterations. IBM Consulting fits teams that already selected or are actively narrowing a commerce stack and need a delivery plan that aligns API integration, automation, and operational controls with quote-to-order and fulfillment workflows.

Pros
  • +Governance-first delivery reduces integration rework across commerce and enterprise apps
  • +Quote-to-order workflow design aligns pricing, catalogs, and order orchestration
  • +API and middleware planning supports high-throughput integrations
  • +Clear admin and RBAC design supports multi-site and multi-organization controls
Cons
  • –Structured governance can slow early discovery and iteration cycles
  • –Some integration depth relies on IBM partners or chosen implementation partners
Use scenarios
  • B2B digital commerce program teams

    Design quote-to-order workflow end-to-end

    Fewer workflow and integration defects

  • ERP integration teams

    Implement availability and fulfillment routing

    More accurate promise dates

Show 2 more scenarios
  • Sales ops and CPQ teams

    Integrate CPQ with commerce checkout

    Cleaner handoff to order processing

    IBM Consulting aligns configure-price-quote outputs with commerce transactions and downstream processing.

  • Enterprise architecture teams

    Plan composable integration and automation

    Consistent environments and controls

    IBM Consulting designs an API surface and automation approach for provisioning, orchestration, and channel operations.

Best for: Fits when enterprise B2B teams need controlled, integration-heavy commerce delivery across ERP and CRM.

#2

EPAM Systems

enterprise_vendor

Digital platform engineering firm with B2B commerce consulting services.

8.8/10
Overall
Features8.8/10
Ease of Use8.7/10
Value8.9/10
Standout feature

API-driven order orchestration that connects quote, contract pricing, tax, and fulfillment routing across multiple systems.

EPAM is most relevant when commerce scope includes multiple upstream and downstream systems, such as ERP for order and inventory, CRM for account context, and procurement flows that require punchout-style behavior. Integration depth is a strength when throughput matters for quote-to-order steps, contract pricing rules, and customer-specific catalogs, because engineering efforts can be structured around repeatable API patterns. Automation and governance controls tend to appear through CI build integration, environment provisioning practices, and role-based access approaches used during long-running programs. The strongest fit signals show up when teams need extensibility planning for headless front ends and service boundaries for order orchestration.

A key tradeoff is that EPAM delivery typically assumes structured requirements and active stakeholder availability, because mapping buyer organization models, catalog ownership, and pricing logic into an implementation requires decision throughput. A common usage situation is modernization of a B2B storefront or order workflow where legacy integrations must be wrapped or replaced, then coordinated across multiple sites and business units. Another practical situation is adding CPQ-driven flows where configure-price-quote results must propagate into order creation, tax determination, and fulfillment routing with auditable traceability.

Pros
  • +Deep integration work for ERP, CRM, and quoting workflows
  • +Consistent API-first approach for order orchestration and catalog services
  • +Experience delivering composable and suite-based commerce architectures
  • +Program governance supports multi-site and multi-organization rollout
Cons
  • –Requires strong client decision-making to lock buyer models and pricing rules
  • –Admin governance depth can demand extra internal process alignment
  • –Headless front ends need clear ownership boundaries for service contracts
  • –Complexity increases when multiple commerce teams share the same integration layer
Use scenarios
  • B2B platform engineering teams

    Modernize order orchestration and integrations

    Fewer integration failures

  • B2B commerce program managers

    Roll out multi-site commerce operations

    Repeatable site deployments

Show 2 more scenarios
  • Procurement operations teams

    Enable assisted selling and catalog rules

    More accurate orders

    EPAM integrates customer-specific catalogs and account context into ordering workflows for guided purchasing.

  • ERP integration teams

    Stabilize inventory availability and fulfillment routing

    Higher order fulfillment accuracy

    EPAM engineers integration patterns for inventory signals and shipping decisions that stay consistent at scale.

Best for: Fits when B2B teams need integrated commerce delivery across ERP, CPQ, and complex buying organization models.

#3

Accenture

enterprise_vendor

Global professional services firm with a dedicated B2B commerce transformation practice.

8.7/10
Overall
Features8.7/10
Ease of Use8.6/10
Value8.8/10
Standout feature

Multi-workstream delivery governance that coordinates commerce releases with ERP, pricing, and order orchestration dependencies.

Accenture fits B2B teams that need coordinated consulting plus implementation delivery across commerce front end, quote-to-order workflows, and the downstream enterprise stack. Integration depth is a consistent focus, especially when contract pricing, customer-specific catalogs, and order orchestration must stay consistent across channels and buyer hierarchies. The service also tends to carry project artifacts that support ongoing operations such as release planning, test environments, and handover to internal teams.

A tradeoff appears when the engagement needs a narrow, lightweight advisory scope without hands-on build work or deep systems integration. Teams that mainly require quick process mapping usually find the program depth and delivery overhead higher than necessary. Accenture is most useful for assisted selling and complex quote-to-order deployments where integrations must be engineered for throughput, auditability, and controlled change.

Pros
  • +Delivery teams manage commerce plus enterprise integrations end-to-end
  • +Strong architecture for quote-to-order orchestration and downstream dependencies
  • +Governance-heavy execution supports controlled rollout across multiple sites
  • +Extensibility planning aligns platform integration with enterprise operating model
Cons
  • –Engagements can feel heavy for teams seeking advisory-only guidance
  • –Deep integration work raises dependency on client-side data readiness
Use scenarios
  • IT and enterprise architecture teams

    Redesign multi-site commerce integrations

    Reduced integration drift across sites

  • B2B commerce operations leaders

    Harden quote-to-order workflows

    Fewer order exceptions

Show 1 more scenario
  • Revenue operations and CPQ owners

    Integrate configure-price-quote to commerce

    Faster quote-to-order cycle

    Accenture coordinates CPQ output mapping to cart, quote, and order stages with API-ready interfaces.

Best for: Fits when large B2B enterprises need multi-system commerce delivery and governed integrations.

#4

Cognizant

enterprise_vendor

IT services firm offering B2B commerce consulting and platform delivery.

8.5/10
Overall
Features8.5/10
Ease of Use8.5/10
Value8.5/10
Standout feature

Program-level orchestration for complex b2b quote-to-order workflows across enterprise systems and channel variations.

Cognizant brings structured b2b commerce consulting delivery across commerce strategy, platform selection support, and end to end implementation planning. Strength is in large-enterprise program work that ties commerce execution to enterprise systems integration like ERP, CRM, and identity.

Pros
  • +Strong track record on enterprise integrations for commerce workflows
  • +Delivers measurable program plans for multi-site and multi-organization commerce
  • +Practical governance artifacts for change control across releases
  • +Good fit for quote-to-order processes with complex business rules
Cons
  • –Delivery timelines can stretch for highly custom integrations across vendors
  • –Extensibility details can depend on chosen commerce stack partners
  • –Operational ownership models may require internal process maturity
  • –Automation coverage is strongest when client data flows are already documented

Best for: Fits when enterprise b2b teams need integration-heavy commerce programs with controlled governance and rollout planning.

#5

Capgemini

enterprise_vendor

Global consultancy with B2B commerce platform implementation services.

8.1/10
Overall
Features8.1/10
Ease of Use8.0/10
Value8.2/10
Standout feature

Capgemini’s B2B delivery patterns emphasize buyer hierarchy and guided buying workflows tied to enterprise order processing.

Capgemini delivers B2B commerce consulting that maps commerce platform selection to end-to-end order, product, and integration requirements. Delivery work typically covers account and buyer hierarchy design, customer-specific catalog and pricing enablement, and quote-to-order orchestration across enterprise systems.

Pros
  • +Strong fit for B2B account hierarchy and buyer organization operating models
  • +Order orchestration work aligns quote-to-order steps with downstream enterprise systems
  • +API integration delivery supports repeatable connections across ERP and CRM
  • +Governance artifacts help teams manage multi-site and multi-organization change
Cons
  • –Implementation cadence can feel heavy for small IT teams without dedicated architects
  • –Multi-workflow programs may require tighter internal ownership of data readiness
  • –Headless adoption outcomes depend on chosen platform and integration scope boundaries
  • –Automation depth varies by selected commerce stack and partner tooling

Best for: Fits when large B2B enterprises need commerce architecture, integrations, and workflow governance across multiple organizations.

#6

Publicis Sapient

enterprise_vendor

Digital business transformation consultancy with B2B commerce delivery.

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

Order orchestration delivery that connects configure-price-quote outputs to downstream ERP order processing.

Publicis Sapient supports B2B commerce transformation with strategy, platform selection support, and end-to-end systems integration for complex buyer and ordering workflows. Delivery commonly focuses on order orchestration, integration across enterprise applications, and migration planning for multi-site and multi-organization setups.

Pros
  • +Strong track record on quote-to-order workflow redesign and orchestration
  • +Integration-led delivery across commerce, ERP, and CRM for B2B processes
  • +Practical guidance for commerce implementation roadmaps and migration planning
  • +Experience handling complex account and buyer hierarchy models
Cons
  • –Governance and change control take discipline to avoid scope drift
  • –Automation and extensibility work often depends on platform-specific engineering capacity
  • –Hands-on enablement for long tail edge cases can lag core roadmap needs
  • –Shared responsibilities with client teams require clear ownership boundaries

Best for: Fits when B2B commerce programs need integration-heavy delivery across ERP, CRM, and procurement channels.

#7

Valtech

agency

Global digital agency with B2B commerce consulting and delivery services.

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

Integration-centered commerce delivery that ties contract pricing and quote-to-order flows to downstream OMS and ERP behavior.

Valtech differentiates through commerce program execution with heavy emphasis on integration work across ERP, OMS, and customer touchpoints. The firm typically contributes to B2B digital commerce strategy, platform selection support, and implementation planning that connects quote-to-order behavior to downstream order handling.

Pros
  • +Strong end-to-end integration focus across ERP and order fulfillment dependencies
  • +Clear mapping of quote-to-order workflow requirements to technical execution
  • +Experience shaping account hierarchy and customer-specific catalog logic for B2B
  • +Governance-ready delivery approach for multi-site program complexity
Cons
  • –Engineering effort can increase when legacy systems need heavy workflow refactoring
  • –Admin configuration depth can require dedicated internal ownership for ongoing changes
  • –Front-end build outcomes depend on chosen platform scope and in-house capabilities
  • –Automation coverage varies by target platform architecture and integration breadth

Best for: Fits when enterprises need quote-to-order workflow design and system integration for B2B commerce programs.

#8

Boston Consulting Group

enterprise_vendor

Global strategy firm advising on B2B digital commerce growth and operating models.

7.0/10
Overall
Features7.0/10
Ease of Use7.0/10
Value7.0/10
Standout feature

Commerce delivery governance that ties buyer organization models to end-to-end quote-to-order workflow ownership.

Boston Consulting Group brings B2B commerce consulting that leans on strategy-to-delivery programs tied to large-scale operating models, not just project discovery. Its core work typically centers on commerce platform selection logic, order and customer workflow design, and enterprise integration assessments across ERP and CRM systems.

Pros
  • +Strategy-to-operating-model work links commerce decisions to measurable outcomes
  • +Integration assessments cover quote-to-order and downstream orchestration needs
  • +Program governance supports multi-site rollout planning and change ownership
  • +Commerce operating model work aligns buyer org hierarchies to purchasing journeys
Cons
  • –Delivery execution depends on client systems integration capacity
  • –Reference architectures can require extra engineering effort for exact fit

Best for: Fits when enterprise B2B teams need a structured commerce transformation roadmap and integration-led decision support.

#9

Slalom

enterprise_vendor

Consulting firm delivering B2B commerce strategy and platform services.

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

Slalom’s delivery model connects CPQ enablement and quote-to-order workflow design to downstream order orchestration and operational readiness.

Slalom runs B2B commerce consulting that spans commerce strategy, platform selection support, and implementation delivery. Delivery teams pair integration planning for ERP, CRM, and order orchestration with operational build work for CPQ and quote-to-order workflows.

Pros
  • +End-to-end quote-to-order workflow work, from CPQ integration to order orchestration
  • +Pragmatic integration planning for ERP and CRM touchpoints tied to commerce execution
  • +Delivery governance for multi-site and multi-organization rollout planning
  • +Strong fit for assisted selling experiences that require workflow alignment
Cons
  • –Requires active client collaboration to keep integration scope from expanding
  • –Some teams get more value when internal technical leadership already owns target architecture
  • –Admin tooling depth can lag for highly customized storefront and catalog models
  • –API-heavy delivery can add coordination overhead for complex ecosystem landscapes

Best for: Fits when B2B organizations need quote-to-order delivery plus tight ERP and CPQ integration guidance.

#10

Vaimo

agency

Commerce consultancy delivering B2B commerce solutions on Adobe and BigCommerce.

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

Implementation guidance that treats buyer-to-order workflow design as a system integration problem, not a UI-only project.

Vaimo is a B2B commerce consulting and implementation partner that tends to focus on end-to-end storefront, integration, and platform delivery work rather than only advisory. The strongest engagements typically center on multi-site and marketplace commerce builds, where operational routing, catalog and content workflows, and ERP and CRM integration need to be planned as one system.

Pros
  • +Focused delivery on commerce builds with integration scope from storefront to back office.
  • +Experience mapping marketplace and multi-site requirements into maintainable platform configurations.
  • +Practical support for assisted buying patterns like quote-to-order workflows.
  • +Clear separation of concerns between content, catalog, and transactional system integration.
Cons
  • –Admin governance depth depends heavily on chosen platform configuration and integration plan.
  • –Automation coverage for orchestration workflows can require additional engineering beyond baseline setup.
  • –Data model fit for complex buyer organization hierarchies needs early discovery and design alignment.
  • –Audit-style traceability often relies on integration instrumentation rather than default admin tooling.

Best for: Fits when enterprises need a delivery-focused partner for B2B storefront, integration, and workflow build alignment.

Conclusion

After evaluating 10 b2b commerce consulting, IBM Consulting 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
IBM Consulting

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 B2b Commerce Consulting

What integration and API scope should a B2B commerce consulting engagement include for ERP and CRM order processing?
Accenture and EPAM Systems both structure delivery around API-first integration layers that connect ERP, CRM, and commerce workflows into a single order execution sequence. IBM Consulting typically expands the API surface into provisioning and automation planning so role permissions, data exchange patterns, and orchestration controls stay aligned during cutover. Cognizant often anchors scope in order, catalog, and fulfillment workflow integration depth so teams can validate end-to-end throughput with concrete rollout plans.
How do consulting teams handle SSO and access control across commerce admin, storefront tools, and back-office systems?
IBM Consulting commonly bundles RBAC design with audit-style operational controls so admin access maps to change governance and integration ownership. Accenture often coordinates identity flows across commerce, ERP, and CRM so access is consistent across business units in multi-organization setups. Capgemini tends to emphasize configuration governance so provisioning decisions for buyer hierarchy and guided buying roles stay coherent across environments.
What data migration and data model decisions usually determine whether a B2B commerce program succeeds?
Publicis Sapient typically frames migration around quote-to-order behavior and configure-price-quote outputs so downstream ERP order processing receives consistent data. Vaimo often treats catalog and content workflows as a migration system, so multi-site storefront data stays aligned with integration boundaries. Valtech frequently drives data model mapping for contract pricing and quote-to-order flows so OMS and ERP behavior matches the buyer-visible configuration.
How should admin controls and configuration governance be structured for multi-site and multi-organization commerce?
Boston Consulting Group usually produces rollout sequencing artifacts that assign delivery ownership across business, IT, and operations while keeping admin configuration changes governed. Cognizant often outputs runbook-style operating models that support controlled change across channels and sites. Slalom typically ties templates for configuration and release management to end-to-end quote-to-order workflow outcomes, which limits configuration drift across business lines.
When does a headless or composable approach create more complexity than it removes for B2B buyers?
EPAM Systems often supports composable and suite-based delivery, but it can add integration engineering complexity when buyer hierarchy rules and order orchestration depend on multiple systems. Accenture may add governance overhead when multi-site and multi-organization requirements need extra orchestration coordination across API layers. Vaimo tends to reduce frontend uncertainty by focusing on platform delivery and integration boundaries, but it still requires careful workflow integration design for quote-to-order behavior.
Which provider patterns fit best for quote-to-order workflows that depend on contract pricing and guided buying?
Publicis Sapient and Slalom both emphasize order orchestration tied to configure-price-quote redesign, with Publicis Sapient focusing on integration across ERP, CRM, and procurement channels. IBM Consulting is a strong fit when governance-grade delivery must connect RBAC, audit-style controls, and API orchestration into the same implementation sequence. Valtech often fits when contract pricing and quote-to-order behavior must align with downstream OMS and ERP handling for buyer-specific catalogs.
What tradeoff appears when organizations prioritize integration-heavy delivery over storefront UI rebuilds?
Vaimo typically shifts effort from UI-only changes to buyer-to-order workflow system integration, which reduces storefront risk but increases integration design workload. Valtech similarly emphasizes integration and workflow design over new storefront UI alone, which can slow initial visible changes for stakeholders. EPAM Systems can deliver architecture and integration engineering faster when CPQ and ERP dependencies are clear, but it usually requires more upfront alignment on orchestration boundaries.
How should systems integration assessments be conducted when CPQ, order orchestration, and tax and payment services all change together?
Capgemini often runs integration assessments that map quote-to-order orchestration requirements across enterprise systems and then translate them into API-first patterns for ERP and CRM. Cognizant typically extends assessment into testable rollout planning for multi-site and multi-organization setups so teams can validate channel differences. Accenture often coordinates middleware and orchestration planning with data exchange patterns for tax and payment services so change control survives complex cutovers.
Where does delivery onboarding commonly break, and how do providers avoid it?
Teams commonly stall when buyer organization model and account hierarchy decisions are treated as late-stage configuration, and Capgemini and Boston Consulting Group usually address this by tying governance artifacts and operating models to procurement behaviors and delivery sequencing. IBM Consulting reduces onboarding risk by connecting cross-team controls and API orchestration planning to RBAC and audit-style operational processes. Slalom often improves onboarding by aligning CPQ enablement templates with quote-to-order workflow design so business and technical stakeholders share the same workflow contract early.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right B2b Commerce Consulting

We separate options by how directly they support b2b commerce consulting outcomes—especially whether they deliver practical automation through API and admin controls, not just slides. Look for integration depth and RBAC to match your buying model and governance needs.

Integration depth for your B2B workflow

Why it matters

Integration depth for your B2B workflow determines whether consulting advice turns into daily order execution, from sourcing to checkout and back office handoff. Without it, teams end up rebuilding workflows outside the commerce layer.

How to check

Ask for an example workflow that starts with a buyer action and ends with an operational change (like an approval, quote-to-order, or catalog update). In the demo, verify where the state lives and what system gets updated when you trigger each step.

API and automation surface

Why it matters

API and automation surface matter because B2B operations rely on provisioning, data sync, and event-driven changes. If the platform only supports manual admin actions, consulting timelines slip quickly.

How to check

Request an API walkthrough using a sandbox: show how a buyer record or price change propagates. Check whether you can retrieve and update objects through API, then replay the same action via an automation script.

Admin and governance controls

Why it matters

Admin and governance controls control who can change catalogs, pricing, and buying rules without breaking auditability. For b2b commerce consulting, this is how governance becomes operational.

How to check

In a demo, create two roles and attempt the same task as each role. Confirm what each role can view and change, and whether the system records a clear audit trail for the changes.

Customer catalogs and attribute management

Why it matters

Customer catalogs and attribute management determine how well customer-specific listings and structured product data match how your buyers buy. When attributes or catalog rules are hard to represent, consulting recommendations won’t map cleanly.

How to check

Ask to load a sample customer catalog with controlled attributes and show how it differs by customer. Then test whether the platform can validate required fields and keep those differences consistent across pages and orders.

Quote-to-order workflow support

Why it matters

Quote-to-order workflow support matters when buyers don’t purchase directly and instead request approvals or negotiated terms. If the workflow is bolted on, quote revisions and conversions become error-prone.

How to check

Request a demo where a quote is created, revised, and then converted to an order. Verify what happens to line items, totals, and status history when you change quantities or terms.

Red flags

  • Admin changes happen without a clear audit trail
  • Automation requires repeated manual steps in the console
  • B2B quote or customer catalog differences can’t be reproduced in a demo

Fit by situation

  • If you need consulting to directly support customer-specific catalogs, prioritize customer catalogs and attribute management.
  • If your buyers rely on negotiated quotes, prioritize quote-to-order workflow support.
  • If multiple teams will run operations with different permissions, prioritize admin and governance controls.
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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