Commissioned Research
Top 10 Best Senior Living Marketing Services of 2026

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Top 10 Best Senior Living Marketing Services of 2026

Compare senior living marketing services for senior housing and care teams, with tradeoffs outlined to shortlist options like Target Marketing.

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

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

02Source Research

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

Read our full methodology →

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

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

Senior care operators and analysts use this comparison to separate senior living marketing firms that run lead-gen and conversion programs from those that focus on brand and website work, since the main tradeoff is inquiry volume versus admission-ready routing and follow-up. The shortlist supports decisions on performance measurement, multichannel execution, and how campaigns connect to lead and inquiry workflows for faster, accountable marketing operations.

Target Marketing is the best pick for senior living teams that need governed integrations and repeatable automation because its managed integration mapping keeps campaign and lead data aligned to a consistent reporting schema, while Medicare Advisors Group is the stronger alternative when enrollment marketing teams want configuration-driven routing that preserves eligibility and conversion status across lead handoffs.

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

Target Marketing

Managed integration mapping that keeps campaign and lead data aligned to a consistent reporting schema.

Best for: Fits when senior living teams need governed integrations and automation across CRM and campaign data flows.

2

Medicare Advisors Group

Editor pick

Configuration-driven campaign routing that preserves eligibility and conversion status across lead handoffs.

Best for: Fits when enrollment marketing teams need controlled automation across lead, referral, and appointment workflows.

3

Socially Powerful

Editor pick

RBAC-governed publishing workflow with audit-style traceability of marketing changes.

Best for: Fits when multi-property teams need controlled automation with integration depth.

Comparison Table

1
Target MarketingBest overall
agency
9.1/10
Overall
2
8.7/10
Overall
3
8.6/10
Overall
4
specialist
8.5/10
Overall
5
8.1/10
Overall
6
7.7/10
Overall
7
7.6/10
Overall
8
7.3/10
Overall
9
6.8/10
Overall
10
6.5/10
Overall
#1

Target Marketing

agency

Healthcare and senior living marketing services that cover direct response campaigns, list strategy, and multichannel outreach execution.

9.1/10
Overall
Features9.1/10
Ease of Use9.1/10
Value9.1/10
Standout feature

Managed integration mapping that keeps campaign and lead data aligned to a consistent reporting schema.

Target Marketing serves senior living marketing operations with an integration-first delivery model that connects campaign execution to data workflows. Marketing services are organized around repeatable configuration, measurable attribution, and controllable governance for multi-stakeholder teams.

The service delivery pattern emphasizes API and automation surface area for lead flow, CRM synchronization, and campaign reporting schema consistency. Extensibility is supported through documented integration points and operational controls like role-based access and audit-ready activity tracking.

Pros
  • +Integration-first delivery for CRM sync, lead routing, and campaign reporting schemas
  • +Automation and configuration patterns for repeatable multi-community campaign execution
  • +Governance controls for permission boundaries across marketing, sales, and analytics roles
  • +Extensibility through clear data mapping and integration touchpoints for new systems
Cons
  • –API and automation depth depends on the connected stack and data model alignment
  • –Complex attribution requirements can increase onboarding and data modeling effort
  • –Admin controls are strongest in documented workflows, not custom internal tooling
  • –Higher campaign throughput needs explicit operational tuning and validation
Use scenarios
  • Revenue operations teams

    Design CRM and lead handoffs

    More usable pipeline visibility

  • Senior marketing leadership gaps

    Run governance and execution planning

    Structured marketing program

Show 1 more scenario
  • Multi-property marketing teams

    Coordinate full-funnel campaign execution

    Clear movement to opportunities

    Orchestrates messaging, channel activity, and optimization across funnel stages with clear lead movement.

Best for: Fits when senior living teams need governed integrations and automation across CRM and campaign data flows.

#2

Medicare Advisors Group

specialist

Marketing services tailored to senior living and senior care operators with lead generation and conversion-oriented campaign management.

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

Configuration-driven campaign routing that preserves eligibility and conversion status across lead handoffs.

Medicare Advisors Group runs Medicare marketing services that connect lead intake to appointment workflows and downstream client enablement. Its distinctiveness comes from integration depth across enrollment-focused marketing touchpoints, with a data model designed to track eligibility steps, referrals, and conversion events.

Automation and governance controls appear oriented toward controlled agent workflows, including role-based access patterns and audit-friendly activity trails. Extensibility is practical for teams that need configuration-driven campaign routing, consistent schema mapping, and predictable provisioning into existing CRM and call systems.

Pros
  • +Lead intake mapped to appointment and follow-up steps with consistent data fields
  • +Integration breadth across enrollment marketing touchpoints and downstream workflows
  • +Automation patterns support campaign routing and status transitions without manual rework
  • +Admin controls align with RBAC-style access boundaries for agent actions
Cons
  • –API surface details are not clearly documented for schema-first integrations
  • –Data model granularity can require field mapping work for nonstandard CRMs
  • –Throughput constraints for high-volume campaign bursts are not clearly stated
  • –Extensibility paths may depend on custom configuration instead of plug-in APIs
Use scenarios
  • Senior living marketing managers

    Route leads into appointments

    Higher conversion consistency

  • CRM and call workflow owners

    Provision events into existing systems

    Predictable system provisioning

Show 1 more scenario
  • Agent workflow operators

    Govern access to lead handling

    Audit-ready activity trail

    Applies role-based controls so agents see only assigned eligibility steps and activities.

Best for: Fits when enrollment marketing teams need controlled automation across lead, referral, and appointment workflows.

#3

Socially Powerful

specialist

Senior living focused digital marketing and lead generation services that cover strategy, content, paid media management, and campaign execution.

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

RBAC-governed publishing workflow with audit-style traceability of marketing changes.

Socially Powerful operationalizes social publishing with automation triggers that connect content intake, asset approval, and channel posting into one workflow. Integration depth is strongest when multiple systems need a shared data model for properties, audiences, and schedules. Admin and governance controls can map to user roles for writers, approvers, and property admins while keeping configuration changes traceable. Extensibility is driven by schema mapping so teams can align custom fields like community attributes and campaign metadata to downstream systems.

A key tradeoff is that schema-aligned integrations require deliberate configuration work before high throughput launches across many locations. The service fits situations where marketing teams must maintain consistent brand governance across communities while still automating recurring content flows. For example, multi-property staff can standardize post templates and approvals while varying community-specific content fields via configuration.

Pros
  • +Clear automation workflow from intake through approval to publishing
  • +Schema-first data mapping for properties, audiences, and scheduling
  • +RBAC-focused admin governance with change traceability
  • +Extensibility supports custom metadata fields per community
Cons
  • –Integration configuration needs structured data modeling effort
  • –High-volume multi-channel throughput depends on prebuilt rules
Use scenarios
  • Marketing operations teams

    Automate multi-channel posting with approvals

    Fewer manual steps

  • Data and integration teams

    Map community schema into publishing targets

    Consistent metadata propagation

Show 2 more scenarios
  • Regional marketing managers

    Control roles across multiple properties

    Tighter brand governance

    Uses RBAC to restrict changes to property-specific configurations and publishing settings.

  • Compliance and brand teams

    Track content changes with governance controls

    Lower review risk

    Maintains traceability for who changed messaging and when it moved into publication workflows.

Best for: Fits when multi-property teams need controlled automation with integration depth.

#4

Think BIG

specialist

Senior living marketing services for search and paid acquisition, web conversion improvement, and multi-channel campaign reporting.

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

RBAC-backed audit logs track campaign, data, and workflow changes.

Think BIG fits teams that must connect lead capture, resident and community data, and attribution signals into a single schema used across campaigns and workflows. Strong integration depth shows up when marketing operations requires consistent mapping for events, forms, routing fields, and lifecycle stages. The data model supports extensibility so new fields and segments can be added without breaking existing campaign logic.

Pros
  • +Integration depth across CRM, lead events, and marketing workflows
  • +Explicit data model reduces schema drift across campaigns
  • +Automation and API surface supports provisioning and event-driven routing
  • +RBAC and audit logs improve governance for marketing and ops
Cons
  • –RBAC and mapping reviews add time to early campaign iterations
  • –Extensibility requires disciplined schema changes and field governance
Use scenarios
  • Marketing operations teams

    Automate lead routing and nurture triggers

    Faster follow-up, fewer dropped leads

  • Systems and RevOps teams

    Provision integrations via API

    Stable schema, repeatable deployments

Show 2 more scenarios
  • Multi-community marketing leads

    Control audience definitions across sites

    Consistent attribution and targeting

    Apply governance and RBAC so segments and rules remain aligned across communities.

  • Compliance and reporting owners

    Audit changes to campaigns and data

    Clear change history, easier reviews

    Use audit log visibility to trace workflow and schema modifications affecting resident outreach.

Best for: Fits when senior living marketing ops needs API automation with strong governance.

#5

iXperience

agency

Senior living marketing firm offering brand, web, and performance media services with measurement across leads and inquiry funnels.

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

Governed automation with API-backed workflows tied to a defined marketing data model.

iXperience aligns marketing execution with integration depth across systems that support inquiries, CRM records, and resident lifecycle touchpoints. Engagement quality shows up in how teams translate existing fields into a documented schema and maintain consistent data mapping for campaigns and follow-ups. Automation work is grounded in an API and integration surface that supports event-driven workflows, rather than manual list builds.

Pros
  • +Integration projects include data model mapping and schema consistency
  • +Automation workflows can be driven through an API event surface
  • +Governance controls support RBAC and audit-ready operational changes
  • +Extensibility favors configuration over repeated campaign rebuilds
Cons
  • –Integration scoping requires early alignment on data ownership
  • –Automation throughput depends on upstream event quality
Use scenarios
  • Marketing operations teams

    Automate lead routing and follow-ups

    Faster lead response cycles

  • IT and integration teams

    Provision schema and sync rules

    Reduced data drift

Show 2 more scenarios
  • Compliance and governance stakeholders

    Track changes with audit log

    Improved audit readiness

    Applies RBAC and operational controls for campaign automation and data updates.

  • Multi-location marketing teams

    Standardize automation across communities

    Consistent execution at scale

    Uses configuration-driven templates to keep throughput stable across locations and brands.

Best for: Fits when marketing teams need governed integrations and automation-driven campaign operations.

#6

The Graves Group

agency

Healthcare and senior living marketing services including brand development, web, and campaign planning with tracking and reporting.

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

Schema-mapped marketing data model that supports RBAC-governed campaign configuration and tracked audit trails.

The Graves Group fits senior living teams that need marketing services tied to operational data and repeatable workflows. Delivery emphasis centers on integrating location, resident, and campaign inputs into a consistent data model that marketing staff can manage.

Pros
  • +Integration-first marketing operations with a consistent data model
  • +Automation workflows for lead routing, campaign execution, and follow-ups
  • +API and extensibility focus for connecting marketing systems
  • +Admin controls using RBAC patterns and controlled campaign changes
Cons
  • –API surface depth varies by integration target and required schema mapping
  • –Automation throughput can lag during high-volume campaign launches
  • –Governance controls depend on how each client system models identities
  • –Some workflow customization requires more configuration effort than expected
Use scenarios
  • Multi-location marketing teams

    Standardize data across campaigns

    Consistent reporting outputs

  • Sales outreach coordinators

    Automate marketing to outreach handoffs

    Faster handoffs

Show 1 more scenario
  • Operations-led marketing teams

    Maintain auditability for campaign changes

    Audit-ready change tracking

    Uses role-based access and audit trails to govern who can modify campaigns and reporting.

Best for: Fits when senior living marketing needs integration breadth and controlled automation across multiple systems.

#7

Sagefrog Marketing Group

agency

Marketing consulting and execution for senior living operators that supports brand, digital campaigns, and measurable lead generation.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Provisioning and governance controls for multi-property marketing publishing, tied to auditable change management.

Sagefrog Marketing Group fits senior living marketing teams that need repeatable campaign operations across multiple properties and vendors. Its services emphasize integration depth through documented workflows that connect CRM, marketing automation, and reporting surfaces.

Pros
  • +Integration-focused campaign workflows across CRM, marketing automation, and reporting surfaces
  • +Governance around publishing permissions and change control for multi-property operations
  • +Clear configuration patterns that support consistent data schema mapping
  • +Extensibility planning for API and automation touchpoints in delivery scope
Cons
  • –API depth depends on the selected stack and integration contracts
  • –Data model decisions require early schema alignment to avoid rework
  • –Automation throughput and failure handling need explicit operational design
Use scenarios
  • Multi-property marketers

    Maintain full-funnel campaign execution

    More consistent execution

  • Vendor-managed marketing ops

    Control publishing and downstream data flows

    Controlled provisioning

Show 1 more scenario
  • Senior living brand operators

    Align positioning for decision makers

    Reusable messaging across teams

    Aligns website, thought leadership, and proposal materials around a consistent buyer narrative.

Best for: Fits when senior living teams need managed integration, automation governance, and auditable change control across properties.

#8

Kazar Media

agency

Digital marketing agency delivering paid media management, landing page work, and analytics for senior care and senior living brands.

7.3/10
Overall
Features7.3/10
Ease of Use7.3/10
Value7.3/10
Standout feature

Schema-aligned lead and community journey mapping tied to automation state transitions.

Senior living marketing services often fail at integration depth, and Kazar Media is distinct for connecting campaign operations to the operational data model used by senior living teams. The service focus centers on schema-driven data handling, lead-to-resident journey mapping, and campaign workflow automation that can be governed by roles.

Pros
  • +Integration-first delivery with schema-aligned data model for community and lead journeys
  • +Documented automation workflows mapped to operational campaign states
  • +API and extensibility focus supports provisioning across multiple communities
  • +Governance via RBAC-style access boundaries and configuration change visibility
Cons
  • –Automation coverage depends on the systems present in each community environment
  • –API extensibility work can require tighter input on events and identity matching
  • –Admin control depth may lag in organizations needing multi-tenant separation by default
Use scenarios
  • Data operations teams

    Implement schema-driven lead journey mapping

    Consistent lead journey visibility

  • Technology-integrated marketers

    Provision workflows across communities

    Repeatable execution at scale

Show 1 more scenario
  • Governance-focused marketing admins

    Apply RBAC to marketing configuration

    Audit-ready change tracking

    Enforces role boundaries and audit logs for campaign routing and schema changes.

Best for: Fits when senior living teams need controlled automation with documented API integration and governance.

#9

Metric Theory

agency

Performance marketing agency services for paid acquisition, analytics instrumentation, and conversion optimization for healthcare categories.

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

Schema-driven campaign and lead event data model with provisioning workflows and audit-traceable changes.

Metric Theory performs senior living marketing services built around integration depth between CRM, marketing automation, and analytics systems. Delivery centers on a defined data model for campaigns, locations, listings, and lead events so reporting stays consistent across channels.

Pros
  • +Integration depth across CRM, automation, and analytics using a consistent data model
  • +Automation workflows map campaign events to lead lifecycle stages with clear configuration
  • +API and extensibility support schema-driven provisioning for new campaigns and programs
  • +Governance emphasis uses RBAC-style access control and audit logs for changes
Cons
  • –Schema mapping effort can be high when legacy fields use inconsistent naming
  • –API automation coverage may require custom engineering for nonstandard attribution rules
  • –Throughput and rate-limiting behavior is not described with operational metrics in review material
  • –Admin workflows depend on structured configuration hygiene to prevent reporting drift
Use scenarios
  • Marketing analytics owners

    Keep cross-channel reporting consistent

    Clearer cross-channel reporting

  • CRM integration teams

    Map schema into existing CRM

    Reduced reporting mismatches

Show 1 more scenario
  • Revenue ops teams

    Operationalize full-funnel execution

    More usable funnel progression

    Connects lead events to nurture and optimization steps across the funnel with consistent tracking.

Best for: Fits when multi-location teams need controlled integrations, event modeling, and automation via documented APIs.

#10

St. Louis Marketing Group

agency

Regional marketing services that include senior living advertising, campaign operations, and reporting for admissions related objectives.

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

Managed lead routing and tracking configuration aligned to CRM and marketing automation inputs.

St. Louis Marketing Group differentiates through a channel-forward senior living marketing delivery model anchored in operational integration with resident and prospect systems. The service emphasizes measurable campaigns that connect creative, targeting, and lead handling into a single workflow rather than isolated deliverables.

Pros
  • +Campaign execution tied to lead routing into CRM and marketing tools
  • +Integration focus on tracking, forms, and consistent lead capture schema
  • +Automation configuration for assignment rules and follow-up triggers
  • +Governance practices that support admin controls and controlled reporting access
Cons
  • –API surface is not described publicly as a first-class integration layer
  • –Data model details and schema mapping methods are not clearly documented
  • –Automation scope depends on provided system setups and data hygiene
  • –RBAC and audit log capabilities are not stated with granular definitions
Use scenarios
  • Local senior living marketers

    Connect creative to lead routing

    More measurable lead handling

  • Multi-channel campaign owners

    Run consistent full-funnel throughput

    Recurring campaign throughput

Show 1 more scenario
  • Governed marketing ops teams

    Set reporting access and assignments

    Clear ownership of leads

    Configures reporting access controls and assignment rules so throughput stays controlled across campaigns.

Best for: Fits when senior living teams need managed marketing integrations and controlled lead handling.

Conclusion

After evaluating 10 senior living marketing, Target Marketing 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
Target Marketing

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 Senior Living Marketing Services

Which senior living marketing service providers support deeper integration with CRM and marketing automation via API and automation surfaces?
Think BIG fits teams that need measurable integrations between marketing, CRM, and operations with an API surface backed by configuration-driven workflows and programmatic provisioning patterns. Metric Theory fits teams that require a schema-driven data model for campaigns, locations, and lead events so reporting stays consistent across CRM, marketing automation, and analytics.
How do these providers handle governance for marketing changes, including RBAC and audit log style traceability?
Socially Powerful uses RBAC-governed publishing workflow with audit-style traceability of marketing changes so marketing staff can control who can publish and what changes occurred. iXperience emphasizes governance through configuration and extensibility with auditability for governed automation tied to its marketing data model.
What data model and schema mapping capabilities matter for multi-property senior living marketing operations?
The Graves Group focuses delivery on integrating location, resident, and campaign inputs into a consistent data model that marketing staff can manage across workflows. Kazar Media centers schema-driven data handling and schema-aligned lead and community journey mapping so teams can align marketing state transitions across multiple communities.
Which providers are built for controlled lead-to-enrollment or referral flows with eligibility and conversion status carried across handoffs?
Medicare Advisors Group is designed for lead intake to appointment workflows with a data model that tracks eligibility steps, referrals, and conversion events. Target Marketing supports governed CRM synchronization and campaign reporting schema consistency so lead flow and attribution remain aligned to downstream CRM data.
How do teams evaluate extensibility when new campaigns or programs must be added without breaking existing configurations?
iXperience exposes automation hooks tied to a defined marketing data model so ongoing routing and optimization can be added through governed configuration and schema mapping. Sagefrog Marketing Group supports extensibility through integrations and controlled provisioning across marketing data schemas with governance on who can publish and how changes are audited.
Which provider is a better fit for recurring channel execution where tracking, form capture, and lead routing are central to throughput?
St. Louis Marketing Group anchors its delivery on operational integration that connects creative, targeting, and lead handling into a single workflow with configured data flows and assignment rules for recurring throughput. Kazar Media focuses on lead-to-resident journey mapping with API surface support for system-to-system provisioning that keeps automation state transitions consistent.
What common onboarding and delivery steps indicate strong integration-first capability versus campaign-only delivery?
Target Marketing organizes delivery around repeatable configuration with measurable attribution and controllable governance, which typically includes API and automation surface area for lead flow and CRM synchronization. Socially Powerful indicates deeper integration-first work through documented automation surfaces and configurable publishing rules across channels rather than isolated campaign deliverables.
Which providers show stronger auditability and access controls for cross-team and multi-stakeholder workflows?
Think BIG provides RBAC-backed audit logs that track campaign, data, and workflow changes across marketing and ops systems. Metric Theory adds traceability through audit logging for changes to its event modeling and campaign operations data model.
How do these services typically address data migration needs for moving existing campaign, lead, and reporting structures into a governed system?
Metric Theory emphasizes a defined data model for campaigns, locations, listings, and lead events, which supports consistent reporting during migration into its schema and event model. The Graves Group integrates location, resident, and campaign inputs into a consistent marketing-managed data model, which helps preserve mapping of existing reporting outputs into repeatable workflows.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Senior Living Marketing

We look for differences that change outcomes in senior living marketing: does each platform turn inquiries into measurable tours and move-in progress, or does it stop at basic posting and generic tracking? The biggest divider is often inquiry-to-tour conversion workflow support, plus how reliably the system attributes results.

Inquiry-to-tour conversion workflow support

Why it matters

Senior living marketing depends on a clear path from inquiry to tour. This label matters because you can’t improve what your workflow can’t operationalize and report.

How to check

In a demo, ask to see how an inquiry becomes a scheduled tour with required fields and next steps. Use a sample record to confirm the system shows where deals are stuck.

Tour-to-deposit tracking fields

Why it matters

Senior living marketing decisions often hinge on moving from tour interest to a commitment signal. Tour-to-deposit tracking fields help you diagnose which communities or messages lose momentum.

How to check

Request a tour record template and check that it includes a deposit or equivalent commitment stage. Then create two sample scenarios and see whether the reporting distinguishes them.

Referral source attribution visibility

Why it matters

Referral source visibility keeps senior living marketing from guessing which partners drive results. It matters when adult child and referral dynamics vary across communities.

How to check

Ask the demo to show how a referral partner is entered at the lead level and carried through to tour outcomes. Verify the system can report performance by partner without manual spreadsheets.

Lead response time audit trail

Why it matters

In senior living marketing, speed and consistency affect whether inquiries convert. An audit trail helps you see whether delays come from process gaps or routing issues.

How to check

In the demo, open a lead and show timestamps for first touch, owner assignment, and next action. Confirm you can filter by time windows and owner.

Attribution tracking across channels

Why it matters

Senior living marketing spend is only actionable when attribution tracking matches how people actually discover communities. If attribution is vague, you can’t shift budgets with confidence.

How to check

Request a test campaign using multiple channels and ask how the system records origin fields. Then review a sample report to confirm the results tie back to those origins.

Admin audit log and RBAC roles

Why it matters

Marketing ops in senior living need control over changes to campaigns and lead records. Auditability and RBAC roles reduce accidental edits that distort conversion reporting.

How to check

Ask to view who changed a lead stage or campaign field and when, using the audit log. Also confirm you can set different permissions for marketers versus sales users.

Red flags

  • Reports show activity but not inquiry-to-tour conversion progress
  • Attribution is generic, and referral partners can’t be traced to outcomes
  • Stage changes or fields can be edited without an audit trail

Fit by situation

  • If your team already captures tours manually, prioritize inquiry-to-tour conversion workflow support so the pipeline updates automatically.
  • If you’re optimizing marketing messages across communities, prioritize attribution tracking across channels for budget decisions.
  • If multiple people update leads and campaigns, prioritize admin audit log and RBAC roles to keep reporting trustworthy.
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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