GITNUXSOFTWARE ADVICE
General KnowledgeTop 10 Best Colorado Software of 2026
Compare colorado software options for Colorado teams, covering key features, pricing considerations, and tradeoffs using an editorial roundup.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Agents extract product evidence with provenance, then collect written reviews and transcribe video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Ibotta Performance Network is the best pick for marketing ops teams that need offer-to-conversion attribution across many publisher partners because its partner and campaign identifiers keep reconciliation clean without manual link stitching, while Sovrn fits publishing teams that prefer API-first monetization and cross-partner metric reconciliation.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Ibotta Performance Network
Conversion-event tracking tied to partner and campaign identifiers enables reporting and reconciliation without manual link stitching.
Best for: Fits when marketing ops needs offer-based attribution and conversion reporting across multiple publisher partners.
Sovrn
Editor pickSovrn’s partner integration endpoints coordinate ad and commerce data collection so connected systems can reconcile metrics reliably.
Best for: Fits when publishing teams need API-based monetization integrations and reconciled reporting across multiple partners.
BQE CORE
Editor pickTimesheet and expense approval workflows connect directly to billing-ready transaction output.
Best for: Fits when service teams need one system for projects, labor, and invoicing with controlled approvals.
Comparison Table
Ibotta Performance Network
vertical specialistRetail media and performance marketing software for brands and retailers.
Conversion-event tracking tied to partner and campaign identifiers enables reporting and reconciliation without manual link stitching.
Ibotta Performance Network centers on campaign offer execution with conversion tracking that stays aligned to partner IDs and campaign identifiers. Brands and publishers can coordinate by selecting offers, configuring tracking details, and validating performance outcomes in reporting views. Integration depth comes from event ingestion and programmatic access that reduces manual reconciliation between marketing systems and partner reporting. Governance tends to be workflow-based rather than role-based admin tooling, so control often relies on how partners are onboarded and how tracking configuration is managed across environments.
A key tradeoff is that it is optimized for performance offer ecosystems, so teams that need generic webhooks for non-offer events may find the event model narrower. It fits best when marketing operations needs consistent attribution and conversion reporting across multiple publisher partners feeding one brand analytics stack. It also fits when internal teams must synchronize offer participation rules with downstream order, finance, or CRM records without manual spreadsheet matching.
For high-throughput programs, teams typically need careful tracking parameter consistency and conversion-event timing so external reconciliation does not drift during campaign changes. The operational requirement is disciplined configuration of partner-level tracking and event mapping rather than ad hoc link sharing.
- +Offer-to-conversion tracking model reduces attribution drift across partners
- +API integration supports campaign event flow into marketing and analytics systems
- +Partner-level performance reporting supports reconciliation by program and period
- +Structured promotion eligibility aligns publisher execution with brand rules
- –Event types and workflow structure map best to offer-based performance programs
- –Operational consistency depends on disciplined tracking configuration management
- –Admin depth is limited for org-wide governance compared with enterprise marketing suites
- –Complex publisher onboarding can slow time-to-launch for new programs
Marketing operations teams
Synchronize offer conversions into data warehouse
Fewer reconciliation mismatches
Brand performance marketing teams
Launch offers with controlled eligibility
Cleaner partner performance visibility
Show 2 more scenarios
Publisher monetization teams
Measure conversions across multiple brands
Faster performance optimization cycles
Uses structured reporting to validate campaign results and conversion outcomes by offer.
Analytics and data engineering teams
Map attribution to internal CRM records
More accurate customer journey reporting
Integrates conversion events into downstream systems to align marketing attribution with customer records.
Best for: Fits when marketing ops needs offer-based attribution and conversion reporting across multiple publisher partners.
Sovrn
API-firstAd tech and publisher monetization software for advertising, commerce, and identity data workflows.
Sovrn’s partner integration endpoints coordinate ad and commerce data collection so connected systems can reconcile metrics reliably.
Sovrn is a publishing and monetization integration vendor focused on ad and commerce data flows for digital properties. Its core capabilities center on integrating with multiple monetization channels through hosted endpoints and partner-facing APIs, plus configuration for data capture and routing.
Sovrn also provides reporting and export pathways so publishers and platforms can reconcile performance across connected systems. For teams evaluating Colorado-based software vendors ranked among Slack, Teams, and Zoom, Sovrn maps more directly to publishing operations than to collaboration workflows.
- +API-driven integrations for monetization and partner data routing
- +Reporting supports cross-channel reconciliation for publishing teams
- +Configuration options support multiple placements and data capture rules
- +Extensibility via partner endpoints fits platform and publisher stacks
- –Requires disciplined setup to keep events aligned across endpoints
- –Operational complexity increases when multiple partners are connected
programmatic yield teams
Compare demand and placement outcomes
Better yield visibility
ad operations teams
Configure display placements by inventory
More consistent ad delivery
Show 2 more scenarios
publisher ad serving teams
Measure display and video delivery results
Improved delivery control
Ad serving controls help teams manage delivery behavior and track revenue outcomes for display and video.
header bidding engineers
Route bids and connect outcomes
Coordinated demand routing
Sovrn routes bids through multiple demand sources and ties auction responses to downstream delivery.
Best for: Fits when publishing teams need API-based monetization integrations and reconciled reporting across multiple partners.
BQE CORE
SMBProject accounting, time tracking, billing, and resource management software for professional services firms.
Timesheet and expense approval workflows connect directly to billing-ready transaction output.
CORE is built for service firms that run projects alongside financial operations, because time and expense capture link directly into billing and project accounting workflows. It supports project activity tracking, approvals for timesheets and expenses, and invoice creation from billable transactions. Admin users can configure processes and access boundaries through user roles and permission settings that separate data entry from approval and reporting responsibilities.
A practical tradeoff is that organizations with highly customized workflows often need more configuration work to match CORE to internal operating procedures. CORE fits teams that already structure work around projects and need consistent throughput from time entry through approvals into invoices.
- +Time and expense capture routes into billing workflows without duplicate re-entry
- +Approval workflows reduce variance between timesheets and financial records
- +Role permissions separate entry, approval, and reporting responsibilities
- +Project accounting and invoicing stay aligned to the same activity timeline
- –Configuration effort increases when internal processes diverge from standard workflows
- –Some reporting views require report building to match unique KPIs
Professional services firms
Bill projects from captured time
Faster invoicing cycle times
Operations and finance teams
Align cost tracking to projects
Cleaner project margin visibility
Show 2 more scenarios
Project managers
Control throughput of approvals
Fewer billing corrections
Monitor time and expense submissions and enforce approval steps tied to project work.
Controller and admins
Govern who can post transactions
Reduced audit and rework risk
Use role permissions to restrict edits and approvals for financial-impacting records.
Best for: Fits when service teams need one system for projects, labor, and invoicing with controlled approvals.
Ping Identity
enterpriseIdentity and access management software for workforce, customer, and partner authentication.
Policy orchestration for authentication and access decisions across multiple integration points with centralized control.
Ping Identity fits organizations running multiple apps and relying on several upstream identity sources such as directories, enterprise identity providers, and identity platforms. Federation capabilities support common SSO patterns for browser and service traffic, and token processing helps downstream services validate access consistently. Policy enforcement and authentication workflows are configurable per application or integration, which helps teams keep guardrails consistent while still meeting app-specific requirements.
- +Policy-driven authentication and access flows for varied app requirements
- +Enterprise federation tooling for consistent SSO across many relying parties
- +Integration and management APIs for automating environment configuration
- +Token and claim handling designed for downstream service validation
- –Complex configuration can cause authentication failures during change rollout
- –Setup and tuning require deeper identity engineering than basic IAM tools
- –Admin workflows rely on product-specific concepts that take time to learn
- –Architecture decisions can increase deployment surface area
Identity engineering teams
Unify federation across multiple relying parties
Fewer app-specific auth exceptions
Platform engineering orgs
Standardize access to APIs
More predictable API authorization
Show 1 more scenario
Security and compliance teams
Enforce consistent access guardrails
Tighter access control consistency
Maintains governed policy decisions across channels while reducing drift between apps.
Best for: Fits when large enterprises need consistent federation and authorization across many apps and APIs.
Dispatch
vertical specialistField service management software for scheduling, dispatching, and mobile workforce operations.
Workflow-driven routing that ties approvals and notifications directly to each status transition.
Dispatch routes incoming work items to the right responders using configurable workflows and approval steps. It tracks status across a shared operations queue and provides notifications tied to each workflow transition.
- +Workflow transitions reflect real operations states instead of generic ticket statuses
- +Slack-based triggers reduce context switching during incident and on-call work
- +Multi-step routing and approvals support controlled handoffs
- +Notification rules follow the same path as state changes
- –Complex workflows require careful configuration to avoid misrouted work
- –Some reporting needs more effort to translate workflow data into summaries
operations coordinators
Route requests to correct approvers
Faster routing decisions
support operations teams
Track work status in one queue
Reduced handoff confusion
Show 2 more scenarios
IT automation teams
Trigger workflows from external systems
Less manual queue work
Integrations connect external events to workflow triggers and status updates without manual coordination.
cross-team workflow owners
Notify teams on workflow transitions
Better task visibility
Notifications attach to each workflow stage so stakeholders get updates tied to specific transitions.
Best for: Fits when operations teams need stateful routing, approvals, and Slack-driven handoffs without custom development.
Guild
enterpriseWorkforce education platform software for tuition programs, learning access, and employer benefit administration.
Cohort-driven learning paths with completion tracking tied to community participation.
Guild is a Colorado-based software product for skills and knowledge communities that uses structured learning paths and cohort-based experiences. It centers on member profiles, learning plans, and course-like content inside a community workspace.
- +Learning paths with cohorts and clear progression checkpoints
- +API and webhooks for user, content, and event synchronization
- +Program reporting shows completion and participation patterns
- +Role-based access controls for separating learner and admin permissions
- –Requires setup and configuration discipline for program governance
- –Content and workflow customization is less granular than LMS-style builders
- –Admin tooling is lighter than full enterprise community platforms
- –Integrations depend on careful event mapping for automation accuracy
community learning administrators
Run cohort learning paths
Higher completion rates
program managers
Report participation and completion trends
Clearer engagement insights
Show 2 more scenarios
identity and access teams
Sync users through API automation
Fewer manual user setups
Guild automation supports webhooks and an API surface for data sync and provisioning integrations.
SSO administrators
Connect single sign-on to cohorts
Simplified logins
Guild’s integration surface supports SSO connections so community members access learning experiences consistently.
Best for: Fits when teams need cohort-based learning inside a community with integration-ready automation.
Guild
enterpriseEducation and career mobility software for employers managing workforce learning benefits.
Program workflow orchestration that ties coaching, assessments, and completion events to cohort progression rules.
Guild is a Colorado education credentialing and learning operations system that standardizes learner onboarding, course progression, and assessment workflows. The system connects curriculum delivery with task-level tracking for coaching, completion, and outcomes reporting.
- +Cohort and enrollment workflow design aligns to education progression
- +Assessment and completion tracking maps to learner lifecycle milestones
- +Operational dashboards help monitor program throughput by cohort
- +Role-based access supports segregating staff duties during delivery
- –Workflow configuration can require iterative setup to match program rules
- –Integration depth varies by external system and may need custom work
- –Advanced reporting depends on how events are modeled in workflows
- –Some automation tasks are constrained to education-specific triggers
education operations teams
Standardize learner onboarding workflows
Consistent onboarding
program coordinators
Track coaching and task-level progress
More trackable coaching
Show 2 more scenarios
assessment and outcomes staff
Run assessment and outcome reporting
Better outcomes reporting
Task-level tracking supports completion and outcomes reporting across education program workflows.
administrator teams
Manage cohorts and operational roles
Reduced role misconfiguration
Administrative controls support user roles, cohort management, and operational processes across multiple programs.
Best for: Fits when education teams need end-to-end learner tracking with operational governance.
ApartmentAdvisor
SMBRental search software with listing, review, and apartment comparison features.
Property and listing detail aggregation that funnels users into property-specific inquiry paths.
ApartmentAdvisor is a rental housing listings and matching service that pairs renters with available apartments and related leasing information. It is distinct for its buyer-style workflow, where users search by location and budget then evaluate options through a guided comparison flow.
- +Search and compare listings with neighborhood and amenity filters
- +Listing detail pages consolidate key leasing facts for quick scanning
- +Guided inquiry flow directs users toward property-level next steps
- +Aggregated coverage reduces cross-site searching for similar options
- –Automation and API access for internal workflows is not a clearly documented feature
- –Admin governance controls for multi-agent teams are not productized for B2B use
- –Listing freshness depends on upstream property feeds and updates
- –Workflow depth for team operations like approvals and audit trails is limited
renter decision makers
Compare apartments through guided flow
Fewer wasted visits
housing prospecting teams
Drive inquiries for specific properties
More targeted leads
Show 2 more scenarios
neighborhood researchers
Reduce browsing across multiple sites
Less multi-site searching
The platform aggregates listings so renters can evaluate options in one place for a neighborhood.
move planning households
Filter by location and budget
Shorter shortlist
Renter search uses location and budget inputs to narrow options before guided evaluation.
Best for: Fits when small teams need guided renter discovery and side-by-side listing comparison without integrations.
FullContact
API-firstIdentity resolution and audience intelligence software for customer data workflows.
API-based identity enrichment for email and phone records with match-linked enrichment fields for downstream systems.
FullContact is distinct in how it ties identity enrichment to customer data matching and verification workflows. It provides email and phone identity intelligence plus contact enrichment fields that can be pushed into CRMs and marketing stacks through documented APIs.
- +Identity enrichment API for email and phone records
- +Configurable field selection to control enrichment surface
- +Match-and-merge workflow suitable for CRM and data pipelines
- +Enrichment output formats that work in ETL and event flows
- –Higher setup effort than CRM-only enrichment tools
- –Data quality varies by input completeness and region coverage
- –Limited native UI for complex deduping without pipeline logic
- –Not a full data governance suite for RBAC and auditing
customer data teams
Unify person records across sources
Unified profiles
demand generation teams
Enrich missing fields in prospect lists
More usable prospects
Show 2 more scenarios
sales and marketing teams
Append phone attributes for routing
Fewer missing fields
Phone data append and related identifiers help teams complete contact attributes for downstream workflows.
customer onboarding teams
Verify identity during intake
More consistent records
Product, risk, and onboarding teams resolve submitted identifiers and enrich profiles at intake time.
Best for: Fits when customer identity enrichment must flow through an API-driven CRM and data pipeline.
QuickBox
vertical specialistWarehouse and fulfillment management software for direct-to-consumer and omnichannel operations.
Rule-based handoff logic that maps each intake submission to the right queue, owner, and next action based on captured fields.
QuickBox is a Colorado software tool for collecting and routing inbound requests through configurable intake forms. It turns submissions into tracked work items with status updates and assignment rules that reduce manual triage.
- +Configurable intake forms convert submissions into consistent, trackable work items
- +Routing and assignment rules reduce manual triage overhead for inbound requests
- +Integration hooks support event-driven updates into external systems
- +Role-based access controls and activity visibility support controlled workflow changes
- –Complex routing logic takes careful configuration to avoid misrouted work
- –Automation coverage depends on available connectors for each external system
- –Audit depth is more practical than forensic for detailed change investigations
- –Bulk edits across large workflow sets can be slower than single-item changes
intake coordinators
Collect requests through forms
Structured request intake
operations leads
Assign work using routing rules
Lower triage load
Show 2 more scenarios
IT and automation teams
Push handoff events to external systems
Fewer disconnected systems
QuickBox sends integration events so external tools stay aligned with workflow handoffs and status changes.
team managers
Control workflow access and visibility
Controlled collaboration
Role-based settings and activity visibility support governance for who can view and modify workflows.
Best for: Fits when Colorado teams need form-driven intake, rule-based routing, and controlled workflow access for ongoing request handling.
Conclusion
After evaluating 10 colorado software, Ibotta Performance Network 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 Colorado Software
This Colorado software guide translates real workflow differences into procurement-ready tradeoffs across BQE CORE, Ping Identity, Dispatch, and the other reviewed tools. The emphasis stays on how each product moves operational events through approvals, routing, and data handoffs using its automation and integration surface.
Teams comparing colorado software for Slack, Teams, and Zoom centered collaboration workflows will see how Dispatch routes status changes and notifications, while BQE CORE connects timesheet and expense approvals to billing-ready transaction output. Across the full set, Ping Identity focuses on policy-driven authentication and access flows, while tools like FullContact focus on API-based identity enrichment for downstream systems.
Colorado Software for automation, identity, and workflow routing across Slack, Teams, and Zoom
Colorado software in this guide is defined by concrete mechanisms that move work and events between systems, including approval chains, routing rules, and API-driven handoffs. BQE CORE represents colorado software built around time and expense approval workflows that generate billing-ready transaction output instead of requiring re-entry. Ping Identity represents colorado software built around centralized policy orchestration for authentication and access decisions across multiple integration points and relying parties.
Other reviewed tools focus on specific event models like offer-to-conversion tracking in Ibotta Performance Network or cohort progression rules in Guild, which changes what integrations can standardize. For teams selecting colorado software, the practical question is which product aligns its workflow transitions or policy controls with the collaboration layer they use alongside Slack, Teams, and Zoom.
Automation and integration features that decide Colorado Software fit
In colorado software selections, the deciding factor is how each product turns operational events into actions inside other systems using its automation and API surface. The best matches connect Slack, Teams, and Zoom-adjacent workflows to real approval chains, routing states, or identity decisions instead of only logging activity.
Approval-to-output workflow chains
BQE CORE connects timesheet and expense approvals to billing-ready transaction output with reduced duplicate re-entry. Dispatch instead ties routing approvals and notifications to each status transition to match operational states.
Policy orchestration across integration points
Ping Identity provides policy-driven authentication and access flows across multiple integration points using centralized enterprise federation tooling. FullContact focuses on identity enrichment via an API for email and phone records with match-linked enrichment fields for downstream systems.
Event models built for attribution or cohort progression
Ibotta Performance Network uses an offer-to-conversion tracking model that reconciles metrics across partner identifiers. Guild uses cohort progression rules that tie assessments and completion events to learner lifecycle milestones.
Rule-based routing for intake and operational queues
QuickBox maps each intake submission to the right queue, owner, and next action using rule-based handoff logic. Dispatch routes approvals and notifications based on workflow transitions to reduce context switching during incident and on-call work.
Partner and monetization integration endpoints
Sovrn coordinates ad and commerce data collection via API endpoints so connected systems can reconcile metrics across multiple partners. Ibotta Performance Network similarly ties conversion events to partner and campaign identifiers but focuses on offer-based reporting rather than monetization endpoints.
Decision framework for Colorado Software across Slack, Teams, and Zoom workflows
First map the workflow responsibility boundary by identifying where status changes, approvals, or identity decisions originate in day-to-day work. Then select a colorado software product whose event model and automation design match that boundary so Slack, Teams, and Zoom collaboration cues trigger real state transitions or policy outcomes rather than manual follow-up.
Choose the product that owns the system-of-record for transitions
If approvals must convert into billing-ready financial records, BQE CORE aligns timesheet and expense capture with approval outputs. If operational work must move through stateful routing, Dispatch aligns notifications and approvals directly to each workflow status transition.
Match the event model to the workflow goal
If performance reporting needs partner reconciliation, Ibotta Performance Network tracks offer-to-conversion events using partner and campaign identifiers. If program governance must track learners through enrollment and cohort progression, Guild ties assessments and completion to cohort rules.
Pick the control layer based on identity or business data enrichment
If access decisions require centralized policy orchestration across many relying parties, choose Ping Identity for policy-driven authentication and enterprise federation tooling. If customer records need enrichment before they reach CRM or data pipelines, choose FullContact for API-based identity enrichment of email and phone with match-linked fields.
Validate governance and configuration discipline for workflow correctness
Dispatch can misroute work when complex workflows lack careful configuration, so operational teams need governance discipline for transition rules. BQE CORE increases configuration effort when internal approval processes diverge from standard workflows, so teams should confirm how close standard workflow mapping must stay.
Confirm integration coverage where external connectors vary by program design
Guild integration depth varies by external systems, so education teams should plan for custom work when niche systems must connect. QuickBox routing depends on available connectors for each external system, so request-handling automation quality depends on connector availability.
Who should buy these Colorado Software tools
Colorado teams benefit most when the purchased software has an automation and API surface that matches the operational event they already run through Slack, Teams, and Zoom collaborations. The right buyer also ensures the product can enforce governance on approvals, identity decisions, or cohort progression without creating parallel data re-entry steps.
Service and finance teams that run labor-to-billing workflows
BQE CORE fits teams that need timesheet and expense approval flows that generate billing-ready transaction output. This reduces duplicate re-entry when approval decisions must be reflected in billing records.
Enterprise identity teams managing many apps and federation relationships
Ping Identity fits organizations that need consistent federation and authorization across many relying parties. Its policy orchestration supports varied app requirements from one centralized control layer.
Marketing operations teams reconciling offer-based attribution across partners
Ibotta Performance Network fits marketing ops that require conversion-event reporting tied to partner and campaign identifiers. Its offer-to-conversion tracking model reduces attribution drift across publishers.
Education and program teams governing cohorts, assessments, and completion milestones
Guild fits program governance that needs cohort and enrollment workflow design with assessments and completion mapped to learner lifecycle milestones. It also supports completion tracking tied to cohort progression rules.
Operations teams that handle inbound requests with routing and approvals
QuickBox fits intake-heavy workflows that need form-driven submissions converted into consistent trackable work items. Dispatch fits teams that require workflow transitions and Slack-driven handoffs that reflect real operational status.
Common mistakes in Colorado Software procurement
Mistakes usually come from buying around screens instead of buying around event transitions, approval outcomes, or policy decisions. The fastest failure mode happens when configuration effort and governance discipline are underestimated for complex routing or workflow correctness.
Selecting a routing tool without matching workflow transitions to real operational states
Dispatch ties approvals and notifications to each status transition, so teams must design transition rules that reflect incident and on-call operations. If workflow states stay generic, summaries and routing intent will require extra translation.
Assuming identity enrichment is the same as enterprise access policy control
FullContact enriches identity fields via an enrichment API for email and phone records, which supports downstream data pipelines. Ping Identity handles policy-driven authentication and access decisions across multiple integration points and relying parties.
Underestimating configuration workload when internal processes diverge from standard approval patterns
BQE CORE reduces duplicate re-entry by routing timesheet and expense capture into billing-ready transaction output. Configuration effort increases when internal workflows differ from standard workflows and KPIs require report building.
Using an education workflow tool for non-education program progression
Guild is built around cohort and learner lifecycle milestones with assessments and completion mapped to progression rules. When programs require a different event taxonomy, workflow configuration often needs iterative setup and custom integration work.
How We Selected and Ranked These Tools
We evaluated each reviewed colorado software tool on features first because BQE CORE’s time and expense approval workflows connect directly to billing-ready transaction output while Dispatch ties routing approvals and notifications to each status transition. We weighted ease of use next because Ping Identity’s policy-driven authentication can become complex during change rollout compared with QuickBox’s rule-based handoff logic for intake routing.
We weighted value alongside the stated fit and standout use cases such as Ibotta Performance Network’s offer-to-conversion tracking model for partner reconciliation. We ranked BQE CORE highest because its approval chain outputs reduce variance between timesheets and financial records without requiring re-entry, and its workflow focus matches teams that need operational events to become billing-ready transactions.
Frequently Asked Questions About Colorado Software
How do Dispatch and QuickBox differ in inbound request routing and status tracking?
Which tool offers identity federation and API-driven access control for multiple applications?
How does data migration or user provisioning typically work when connecting an existing environment to Ping Identity or Guild?
What changes when Slack handoffs are required compared with Teams or Zoom workflows across the top tools?
Where does BQE CORE fall short if the workflow needs partner-based event reconciliation rather than internal invoicing?
How do Sovrn and Ibotta Performance Network differ in what their APIs track and how reporting is reconciled?
What security controls and audit-style governance mechanisms show up in Ping Identity versus FullContact?
Which tool is better when learner onboarding and cohort governance need to follow program progression rules?
What breaks if Dispatch workflows need approvals and notifications without external integration triggers?
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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