
GITNUXSOFTWARE ADVICE
Finance Financial ServicesTop 10 Best Insurance Valuation Services of 2026
Ranked shortlist of insurance valuation services for insurer teams, with criteria and strengths notes on Kroll, EY, and KPMG.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
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Kroll is the best fit overall when insurers need review-ready valuation outputs for complex claims or underwriting decisions, whereas EY is the strongest alternative if you want insurer-file-ready work with tight governance and documentation control, and Marsh works best when property exposures call for expert-led valuation support.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Kroll
Documented valuation report packages with insurer-file oriented schedules and evidence references.
Best for: Fits when insurers need review-ready valuation outputs for complex claims or underwriting decisions.
EY
Editor pickValuation scope and evidence reconciliation workflow designed to produce appraisal-style, underwriting-readable outputs.
Best for: Fits when insurers need insurer-file-ready valuation work with tight governance and documentation control.
KPMG
Editor pickPortfolio valuation documentation that aligns appraisal outputs to insurer-underwriting file expectations and consistent valuation report structure.
Best for: Fits when insurer-facing appraisal governance and defensible valuation methodology matter more than automation tooling.
Comparison Table
Kroll
enterprise_vendorCorporate investigations and risk advisory firm offering insurance valuation services.
Documented valuation report packages with insurer-file oriented schedules and evidence references.
Kroll’s delivery centers on valuation outputs that can be slotted into insurer underwriting files and claims handling processes, with clear statement of values content, supporting documentation, and review-ready formatting. The service commonly covers exposure data collection and site inspection coordination when field evidence is needed to support replacement cost estimator assumptions and depreciation schedules. Kroll also fits teams that need consistent valuation scope framing across properties in a portfolio, especially where different building components and loss scenarios must reconcile.
A tradeoff is that the strongest outcomes depend on insurer-provided context like valuation scope and access to loss documentation, since Kroll’s work is advisory and evidence-driven rather than a self-serve calculation tool. Kroll is a strong fit when an insurer needs a third-party valuation certificate style output for a complex claim dispute or underwriting decision that benefits from documented methods and defensible calculations.
- +Evidence-driven valuation work product built for insurer file review
- +Supports valuation date and scope control across complex loss scenarios
- +Coordinated exposure data collection and site inspection when needed
- +Structured schedules and statement-style reporting for downstream reuse
- –Not a self-serve calculation tool for high-frequency internal use
- –Delivery timelines depend on evidence readiness and access to sites
- –Automation surface is limited since outputs come via advisory deliverables
- –System integration depth is engagement-dependent rather than productized
Claims teams
Disputed partial loss quantification support
Faster settlement agreement process
Underwriting teams
Portfolio valuation scope alignment
Consistent underwriting decisioning
Show 1 more scenario
Risk and catastrophe analytics
Methodology selection for loss scenarios
More defensible indemnity modeling
Kroll supports replacement cost estimator assumptions and depreciation schedule justification for given exposure.
Best for: Fits when insurers need review-ready valuation outputs for complex claims or underwriting decisions.
EY
enterprise_vendorBig Four firm offering insurance valuation services for financial reporting and risk management.
Valuation scope and evidence reconciliation workflow designed to produce appraisal-style, underwriting-readable outputs.
EY fits teams that need valuation outputs usable beyond claim or audit folders, such as underwriting underwriting file narratives and structured valuation certificates. Delivery typically pairs method selection with disciplined valuation scope definition, which helps keep agreed value and replacement cost valuation assumptions traceable across valuation runs. EY engagement work also emphasizes evidence capture from site inspection and documentation handoff so downstream reviewers can reconcile what changed between valuations.
A key tradeoff is that EY is strongest when a clear valuation workflow and governance model already exists inside the insurer, because customization work still requires scoping effort from the buyer. EY works well when insurers run total loss assessment programs at scale and need consistent statement of values schedules across multiple teams, rather than one-off engineering estimates.
- +Underwriting-grade valuation documentation tied to clear valuation scope
- +Consistent evidence capture through coordinated inspection and reconciliation
- +Structured reporting outputs aligned to insurer file review workflows
- +Method governance that reduces variance across geographies
- –Customization requires buyer scoping effort and process discipline
- –API and automation surface is not the primary delivery mechanism
- –Turnaround depends on inspection evidence availability
- –Less suitable for fully self-serve valuation execution
Claims operations leadership
Total loss assessments across regions
Lower variance across teams
Underwriting governance teams
Underwriting file valuation standardization
Audit-ready valuation narratives
Show 2 more scenarios
Property portfolio analysts
Exposure data collection normalization
More consistent inputs
EY aligns replacement cost estimator inputs with inspection findings to improve comparability across portfolios.
Risk engineering managers
Depreciation and schedule-of-values control
Fewer assumption mismatches
EY supports valuation date governance and schedule controls to keep depreciation assumptions applied consistently.
Best for: Fits when insurers need insurer-file-ready valuation work with tight governance and documentation control.
KPMG
enterprise_vendorBig Four firm providing insurance valuation and actuarial consulting services.
Portfolio valuation documentation that aligns appraisal outputs to insurer-underwriting file expectations and consistent valuation report structure.
KPMG’s valuation work typically combines exposure data collection, site inspection, and insurer-facing appraisal report production to support property valuation, contents valuation, and related schedule artifacts. The engagement approach is built around repeatable valuation documentation, which reduces method drift across large portfolios and improves alignment with underwriting file expectations. Teams get outputs that map into valuation certificate and valuation report structures rather than standalone spreadsheets.
A tradeoff appears when clients want automation through APIs or internal workflow provisioning because KPMG is primarily a services delivery model rather than an engineering platform. KPMG fits best when valuation scope requires methodological reviews, expert judgement for depreciation assumptions, and defensible narrative for valuation date and coverage boundaries. Usage works well for large commercial portfolios, complex high-value properties, and situations where insurer counterparts require a consistent report format.
- +Underwriting-file oriented appraisal reports with structured documentation
- +Method governance for depreciation assumptions across portfolio valuations
- +Structured site inspection and exposure data collection workflows
- +Consistent schedule of values and statement-of-values outputs
- –Limited API surface compared with tooling-first valuation vendors
- –Requires active client data supply and coordination for field inputs
- –Automation depth depends on engagement scope and expert team availability
- –Turnaround and iteration cycles can be slower than self-serve tools
Underwriting teams
Build insurer-ready underwriting valuation support
Cleaner underwriting assessment packages
Risk engineering teams
Standardize property and contents valuations
More consistent valuation outputs
Show 2 more scenarios
Claims valuation staff
Support total and partial loss valuation
Better valuation methodology alignment
Applies replacement cost and depreciation logic to create insurer-facing documentation for loss contexts.
Portfolio managers
Manage valuation scope across high-value sites
Lower method drift risk
Coordinates valuation date and scope boundaries with consistent appraisal report formatting across the portfolio.
Best for: Fits when insurer-facing appraisal governance and defensible valuation methodology matter more than automation tooling.
Marsh
enterprise_vendorGlobal insurance brokerage offering property and asset valuation services for insurance placement.
Marsh’s valuation work is delivered through specialist review built to align outputs with insurer-facing underwriting file needs.
Marsh is an insurance brokerage and consulting organization that applies valuation expertise to property and casualty risk, including replacement cost valuation workflows used in underwriting and claims support. Marsh helps teams produce valuation outputs that can align with insurer underwriting files and loss documentation needs for total loss and partial loss assessment scenarios.
- +Specialist-led valuations tied to underwriting and claims documentation workflows
- +Structured exposure intake supports repeatable valuation scope definition
- +Defensible review cycles for valuation outputs used in insurer-facing files
- +Broad property and risk coverage for multi-location portfolios
- –Limited evidence of a self-serve valuation interface for rapid iteration
- –Automation and API access are not emphasized as part of the core service
- –Output formats can require manual handoff work to downstream systems
- –Governance depends on engagement setup and specialist availability
Best for: Fits when complex property exposures need expert-led valuation support for underwriting or loss documentation.
Aon
enterprise_vendorGlobal risk management and insurance brokerage firm providing property valuation services.
Workflow delivery that ties valuation outputs to insurer underwriting file formats and internally consistent schedule structures.
Aon supports insurance valuation workflows for property and business insurance through services that produce valuation outputs usable in insurer underwriting files and internal governance. Its valuation delivery typically combines exposure data collection, site inspection, and valuation reporting tied to replacement cost and loss assessment methods.
- +Valuation reports align with insurer underwriting file expectations
- +Strong coverage for multi-property scopes needing consistent valuation structure
- +Site inspection workflows improve defensibility for property valuations
- +Cross-coverage coordination supports business interruption related calculations
- –Service-led delivery limits self-serve valuation automation speed
- –API automation surface is not a primary strength for custom ingestion
- –Requires disciplined exposure data quality to avoid rework
- –Turnaround depends on scheduling for inspections and data requests
Best for: Fits when insurance teams need defensible property and business insurance valuations delivered to underwriting-ready outputs.
Deloitte
enterprise_vendorBig Four firm providing insurance valuation services for reserves, portfolios, and M&A transactions.
Valuation governance through structured assumption tracking and cross-functional delivery tied to insurer documentation workflows.
Deloitte fits insurance teams that need valuation governance across large portfolios, complex asset types, and multi-party stakeholder review. Its insurance valuation work typically combines actuarial judgment with detailed property and business accounting inputs to produce structured valuation artifacts for underwriting and claims workflows.
- +Delivers valuation outputs designed for audit and underwriting review cycles
- +Strong coverage for complex portfolios with mixed asset and accounting inputs
- +Uses structured assumption documentation to reduce interpretation drift
- +Works well when valuation scope and exposure definitions need governance
- –Project-led delivery can slow turnaround for high-frequency ad hoc requests
- –Limited evidence of a public automation and integration surface for direct data pull
- –Valuation certificate style artifacts depend on engagement-specific scoping
- –Requires strong client participation for exposure data quality and access
Best for: Fits when insurers need governed valuation outputs for underwriting and claims decisions across complex portfolios.
PwC
enterprise_vendorBig Four firm offering insurance valuation services for financial reporting and transactions.
Reviewer-controlled valuation report production with traceable inputs and sign-off artifacts for insurer governance workflows.
PwC differentiates through valuation delivery that aligns insurer workflows with audit-ready documentation and regulated decision trails. Its insurance valuation services typically cover property and business loss quantification, including replacement cost approaches and agreed exposure scoping for valuation date controls.
- +End-to-end valuation documentation that maps to insurer audit trails
- +Clear reviewer workflows for statement of values and schedules
- +Structured scoping and exposure collection for consistent valuation date control
- +Strong handoff artifacts suitable for underwriting file requirements
- –Less suited for teams needing self-serve replacement cost estimator automation
- –Integration and API-style extensibility are not a core delivery surface
- –Data quality issues in exposure inputs can expand manual review effort
Best for: Fits when insurers need governed, documentation-heavy valuation delivery for complex property and business losses.
Savills
enterprise_vendorGlobal real estate advisor offering property insurance valuation services.
Appraisal and valuation certificate outputs tailored to insurer documentation expectations built from surveying-grade inspections.
Savills brings an insurance-valuation oriented service delivery model rooted in its property advisory and surveying workforce, rather than a generic valuation worksheet tool. For insurance teams, the workflow centers on property inspection, valuation scoping, and the production of insurer-ready documentation such as valuation certificates and appraisal reports.
- +Valuation work is grounded in in-person property inspection and surveying expertise
- +Produces insurer-facing outputs like valuation certificates and appraisal reports
- +Clear scoping support for valuation scope and schedule of values aligned to claims
- +Strong fit for complex property and contents valuation narratives
- –Limited transparency into automation and API support for valuation data exchange
- –Depends on engagement design for repeatable turnaround across high-volume losses
- –Not built around insurer-style valuation model configuration inside a tool
- –Extensibility for custom depreciation schedules is limited
Best for: Fits when teams need property-first valuation delivery with human inspection and formal reporting.
Knight Frank
enterprise_vendorGlobal real estate consultancy providing property insurance valuation services.
Inspection-led valuation evidence packaged into appraisal report deliverables for insurer document workflows.
Knight Frank delivers property valuation and related advisory outputs used by insurance organizations to support insurer underwriting files and loss investigations. The service includes exposure data collection and valuation workflows tied to site inspection processes and formal appraisal report deliverables.
- +Structured property valuation workflow with inspection-led evidence capture
- +Appraisal report deliverables support underwriting file documentation needs
- +Clear support for statement of values style outputs across scheduled assets
- +Dedicated valuation practice that fits complex property risk profiles
- –Limited public evidence of API or automation surface for valuation ingestion
- –Admin governance and RBAC controls are not framed as a software feature
- –Turnaround and iteration depend on project execution, not self-serve tooling
- –Catastrophe modeling and business income worksheets are not positioned as core coverage
Best for: Fits when insurer teams need inspection-backed property valuations with appraisal report outputs for underwriting and claims.
BDO
enterprise_vendorGlobal accounting and advisory firm offering insurance valuation services.
Analyst-driven valuation scoping and assumption management that keeps portfolio results consistent across appraisal deliverables.
BDO supports insurance valuation work that feeds insurer underwriting files and claims handling with defensible appraisal outputs. Its core capability is conducting property and business value assessments that culminate in structured valuation deliverables, including reconciliation of valuation scope and assumptions across a portfolio.
- +Valuation reports built for insurer file workflows and downstream review
- +Methodology consistency across replacement cost and depreciation-based calculations
- +Analyst-led data collection supports messy real-world exposure inputs
- +Clear valuation scope and assumptions carried through to the final deliverable
- –Automation depth is limited since outputs depend on analyst execution
- –Throughput can be constrained by inspection scheduling and document intake pace
- –Integration with internal systems relies on document handoffs rather than APIs
- –Customization beyond the valuation workflow can require extra project coordination
Best for: Fits when insurers need defensible valuation reports for underwriting and claims with controlled assumptions.
Conclusion
After evaluating 10 insurance valuation, Kroll stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right Insurance Valuation
Insurance valuation is the insurer-file work that turns property and business loss exposure into documentation-ready values that underwriters and claims teams can reconcile against agreed scope and evidence. This guide focuses on ten providers, with Kroll leading coverage of evidence-referenced valuation report packages and appraisal-style governance workflows from EY and KPMG.
Kroll is positioned for insurer file review readiness through valuation report packages that control valuation date and scope across complex loss scenarios. EY and KPMG are highlighted for their inspection-to-output governance approach that emphasizes valuation scope, evidence reconciliation, and consistent appraisal report structure for underwriting decision cycles.
Insurance Valuation: insurer-ready property and business loss values with evidence and scope control
Insurance valuation produces replacement cost valuation or depreciation-based results that are supported by an appraisal report or valuation certificate package aligned to insurer underwriting file expectations. The work also defines valuation scope, records the valuation date basis, and captures supporting evidence so downstream reviewers can trace the inputs used for schedule of values and related disclosures.
Kroll centers on documented valuation report packages with evidence references and insurer-file oriented schedules that control valuation scope across complex loss scenarios. EY and KPMG emphasize governance through valuation scope and evidence reconciliation or portfolio valuation documentation that maintains consistent appraisal report structure and depreciation assumption governance across a portfolio.
Insurance Valuation capability checks that map to insurer-file review
Insurer underwriting file use depends on valuation outputs that can be traced to valuation scope and supporting evidence, not just calculated figures. Kroll, EY, KPMG, PwC, and Marsh each build deliverables around insurer-file expectations with documentation that underwriters and claims reviewers can reconcile.
Automation matters only when the workflow needs repeated internal recalculation at speed. The provider set here is mostly specialist-delivery oriented, so buyers should compare evidence packages and governance workflow depth before expecting an API-first replacement cost estimator experience.
Evidence-referenced valuation report packages built for insurer-file review
Kroll delivers documented valuation report packages with insurer-file oriented schedules and evidence references tied to valuation date and scope. PwC provides reviewer-controlled report production with traceable inputs and sign-off artifacts that support insurer governance workflows.
Valuation scope and evidence reconciliation workflows for appraisal-style outputs
EY uses valuation scope and evidence reconciliation workflows designed to produce appraisal-style, underwriting-readable outputs. EY’s approach pairs controlled evidence capture with inspection and reconciliation so statement of values and schedules stay consistent.
Portfolio valuation documentation with depreciation assumption governance
KPMG aligns appraisal outputs to insurer-underwriting file expectations with a consistent valuation report structure across portfolios. KPMG also applies method governance for depreciation assumptions across portfolio valuations.
Specialist-led exposure intake tied to repeatable scope definition
Marsh delivers specialist-led valuations aligned to underwriting and claims documentation workflows with structured exposure intake that supports repeatable valuation scope definition. Savills and Knight Frank emphasize property-first inspection and surveying evidence packaged into appraisal report deliverables for insurer document workflows.
Governed assumption tracking for audit and underwriting review cycles
Deloitte emphasizes valuation governance through structured assumption tracking tied to insurer documentation workflows. PwC adds reviewer workflows that map end-to-end valuation documentation to insurer audit trails.
Decision framework for selecting Insurance Valuation services by workflow fit
The right provider depends on where the valuation work must land in the insurer cycle, which is typically underwriting file reconciliation for agreed scope and evidence traceability. Kroll, EY, KPMG, PwC, and Deloitte focus on that insurer-file governance outcome, while Marsh, Aon, Savills, Knight Frank, and BDO focus more on specialist delivery and controlled execution through analyst or surveyor processes.
Two selection forks often separate outcomes. One fork is whether the work needs insurer-file oriented documentation packages with scope and evidence governance. The other fork is whether the insurer team expects service delivery speed and iteration through self-serve automation or custom ingestion, where multiple providers show limited API emphasis in their delivery model.
Start with insurer-file deliverable requirements and evidence traceability depth
If underwriting file review depends on evidence-referenced schedules and valuation scope control, Kroll’s evidence-driven valuation work product is built for insurer file review. If the workflow needs reviewer sign-off artifacts tied to traceable inputs, PwC’s reviewer-controlled production and sign-off artifacts match that documentation governance requirement.
Choose the scope workflow model, either reconciliation-first or method-governance-first
If the insurer requires valuation scope and evidence reconciliation that produces appraisal-style outputs, EY’s coordinated inspection and reconciliation workflow is designed for underwriting-readable results. If the insurer needs consistent appraisal report structure across portfolios with governance of depreciation assumptions, KPMG’s portfolio documentation and depreciation governance fit the method-governance-first model.
Match specialist delivery to exposure intake and iteration needs
If repeatable valuation scope definition relies on structured exposure intake and specialist review, Marsh’s structured exposure intake is positioned for underwriting and claims documentation alignment. If property-first inspection and valuation certificate outputs are required, Savills and Knight Frank deliver inspection-grounded appraisal reports and insurer-facing valuation certificate style deliverables.
Validate governance coverage for mixed inputs and audit cycles
If the insurer’s portfolio spans complex asset and accounting inputs that require governed assumption tracking, Deloitte’s structured assumption tracking supports audit and underwriting review cycles. If the insurer’s governance process needs end-to-end mapping to audit trails for statement of values and schedules, PwC’s clear reviewer workflows support that traceability.
Decide how much automation and API surface the workflow actually requires
If the workflow expects service-led delivery rather than self-serve replacement cost estimator automation, providers like Aon and Marsh align to defensible valuation reports delivered into underwriting-ready formats. If automation and integration are a core operational need, Kroll’s evidence package focus and EY and KPMG’s limited emphasis on API-style extensibility indicate that automation should not be assumed to be the primary delivery mechanism.
Who Insurance Valuation services fit best
Insurance valuation services fit insurers, reinsurers, and specialized insurance teams that need valuation outputs tied to valuation scope and supporting evidence for underwriting and claims reconciliation. The strongest match occurs when valuation documentation must be consistent across loss scenarios and packaged for insurer-file review.
Organizations that primarily want a self-serve calculator style replacement cost estimator workflow will find more friction across the provider set because multiple vendors describe service-led delivery rather than a primary automation and API-first tool surface.
Underwriting teams reconciling complex property and business exposures to insurer underwriting files
Kroll’s evidence-referenced valuation packages and insurer-file oriented schedules support valuation date and scope control across complex loss scenarios. Aon also aligns valuation reports to insurer underwriting file expectations with consistent schedule structures across multi-property scopes.
Insurer governance and documentation controls teams that require audit-friendly traceability
PwC provides end-to-end valuation documentation with traceable inputs and sign-off artifacts that map to insurer audit trails. Deloitte adds governed valuation outputs using structured assumption tracking tied to insurer documentation workflows.
Portfolio owners coordinating depreciation assumptions across many valuations
KPMG’s portfolio valuation documentation aligns appraisal outputs to insurer-underwriting file expectations with method governance for depreciation assumptions. BDO similarly emphasizes analyst-driven assumption management to keep portfolio results consistent across appraisal deliverables.
Claims and underwriting support teams that need specialist-led inspection to evidence packaging
Marsh delivers specialist-led valuations tied to underwriting and claims documentation workflows with structured exposure intake for repeatable scope definition. Savills and Knight Frank center valuation work on in-person surveying expertise and appraisal report outputs backed by inspection-led evidence capture.
Common pitfalls in Insurance Valuation buying and how to avoid them
Insurance valuation buyers often mistake calculation output for insurer-file readiness. Underwriting and claims reconciliation requires valuation scope control, evidence traceability, and structured schedules or statement of values that match internal review practices.
Buyers also overestimate how much self-serve automation can replace specialist delivery. Several providers in this set position automation and API as secondary to analyst or specialist execution, evidence intake, and documentation governance.
Selecting a provider because the deliverable looks like a valuation calculator output
Kroll and EY are positioned around documented valuation report packages and appraisal-style governance workflows that produce insurer-file ready evidence references. PwC adds reviewer sign-off artifacts and traceable inputs that a calculator-style workflow cannot provide.
Assuming automation and API-style integration are the primary path to faster valuation iteration
EY and KPMG describe limited API and automation surface emphasis compared with governance and documentation control. Aon and Marsh also emphasize service-led delivery and do not frame API automation as a core strength for custom ingestion.
Under-scoping evidence readiness and site access during complex loss turnaround
Kroll’s delivery timelines depend on evidence readiness and access to sites, which impacts turnaround for complex loss scenarios. BDO similarly notes throughput constraints tied to inspection scheduling and document intake pace.
Ignoring depreciation assumption governance for portfolios with repeat valuations
KPMG explicitly governs depreciation assumptions across portfolio valuations to maintain defensible methodology. Deloitte and BDO also focus on assumption governance through structured tracking or analyst-driven assumption management.
Choosing property inspection vendors without mapping outputs to underwriting file expectations
Savills and Knight Frank provide inspection-grounded appraisal reports and insurer-facing valuation certificate style deliverables, which still need underwriting file alignment. Buyers should compare whether exposure intake and report structure match internal schedule and statement of values expectations before committing.
How We Selected and Ranked These Providers
We evaluated Kroll, EY, KPMG, Marsh, Aon, Deloitte, PwC, Savills, Knight Frank, and BDO on features delivery suitability for insurer-file workflows and on ease of getting governed outputs into review cycles. Features accounted for 40% of the score, and ease and value each accounted for 30%. Kroll led the ranking with evidence-driven valuation report packages that control valuation date and scope for complex loss scenarios, plus insurer-file oriented schedules with evidence references designed for downstream reviewer traceability.
Frequently Asked Questions About Insurance Valuation
How do Kroll and EY structure valuation outputs so they map into insurer underwriting files?
Which providers handle valuation scope framing and evidence reconciliation when properties have different components or coverage boundaries?
How should insurers plan data migration for exposure data collection and valuation runs when moving between internal systems and external valuation services?
What technical integration expectations exist when an insurer needs automation into valuation workflows rather than analyst-only delivery?
Which services best support SSO, RBAC, and audit log requirements for insurer teams reviewing valuation artifacts?
When a loss changes after inspection, how do Kroll and Savills manage updates to depreciation assumptions and replacement cost views?
What tradeoff appears if an insurer needs API throughput for high-volume valuation requests rather than full review and documentation cycles?
Where does EY fall short if the insurer expects a self-serve valuation worksheet engine with minimal governance work?
How can insurers get started with a valuation engagement without breaking consistency across total loss and partial loss assessment programs?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
Funding and competing interests
This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.
They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.
Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →
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