02 / The instrument
All 60 questions, all 10 domainsWhat we measure.
Every domain below lists its full question set with the five maturity-graded answer options used in scoring. Answer honestly, “not sure” responses lower assessment confidence, which signals where deeper discovery would help.
01 / Data Architecture +
How marketing information is captured, structured, normalized, stored, and made available. · Domain weight: 13% · 6 questions
How centralized is your marketing data? +
Consider advertising, website analytics, CRM, lead, and revenue data.
- A. Primarily disconnected systems
- B. Some manual consolidation
- C. Several systems integrated
- D. Mostly centralized and standardized
- E. Centralized, governed, and programmatically accessible
How consistently is marketing data structured across sources? +
Are field names, formats, and data types standardized across platforms?
- A. No standardization
- B. Some manual mapping
- C. Standardized within systems
- D. Standardized across most systems
- E. Fully standardized with data contracts
How accessible is historical marketing data? +
Can you query data from 12+ months ago across key systems?
- A. Not accessible
- B. Limited manual access
- C. Accessible in some systems
- D. Accessible across most systems
- E. Fully accessible with governed retention
Does your organization use a data warehouse or data lake for marketing data? +
- A. No data warehouse/lake
- B. Exploring options
- C. Limited adoption
- D. Active usage with some data
- E. Comprehensive marketing data warehouse/lake
Who owns marketing data governance? +
- A. No defined ownership
- B. Ad-hoc ownership
- C. Marketing team ownership
- D. Shared with data/IT teams
- E. Defined data governance with clear ownership
How is data quality monitored? +
- A. Not monitored
- B. Manual checks
- C. Some automated monitoring
- D. Mostly automated with alerts
- E. Comprehensive quality governance
02 / Measurement & Analytics +
Whether marketing activity can be accurately observed and measured. · Domain weight: 12% · 6 questions
How comprehensive is your web analytics implementation? +
- A. None or minimal
- B. Basic pageview tracking
- C. Event tracking for key actions
- D. Comprehensive event tracking with custom dimensions
- E. Server-side and client-side measurement with governance
How are marketing campaigns tracked? +
- A. Not systematically tracked
- B. Manual UTM tagging
- C. Standardized UTM framework
- D. Automated campaign tracking with consistency
- E. Governed tracking with validation
How do you measure conversions? +
- A. No conversion tracking
- B. Basic single-platform tracking
- C. Multi-platform conversion tracking
- D. Cross-platform with deduplication
- E. Unified conversion measurement with attribution
Do you use server-side measurement? +
- A. No
- B. Exploring
- C. Partial implementation
- D. Mostly implemented
- E. Full server-side with client-side hybrid
How reliable is your reporting? +
- A. Reports are often inconsistent
- B. Reports require manual reconciliation
- C. Reports are generally consistent
- D. Reports are reliable with audit trails
- E. Governed reporting with SLAs
Are metric definitions documented and governed? +
- A. No
- B. Some documentation
- C. Documented but not governed
- D. Documented with governance
- E. Fully governed with change management
03 / Attribution & Revenue Feedback +
Whether marketing activity can be connected to downstream business outcomes. · Domain weight: 12% · 6 questions
How do you attribute leads to marketing sources? +
- A. Not attributed
- B. Manual attribution
- C. First-touch attribution
- D. Multi-touch attribution
- E. Unified attribution with offline feedback
Can you connect marketing activity to CRM outcomes? +
- A. No connection
- B. Manual connection
- C. Partial integration
- D. Mostly integrated
- E. Fully integrated with feedback loops
Do you measure revenue attribution? +
- A. No
- B. Manual revenue tracking
- C. Platform-level revenue attribution
- D. Cross-platform revenue attribution
- E. Full closed-loop revenue attribution
How do you handle offline conversion feedback? +
- A. Not handled
- B. Manual upload
- C. Semi-automated
- D. Automated with validation
- E. Fully automated closed-loop
How is customer lifecycle tracked? +
- A. Not tracked
- B. Manual tracking
- C. Basic lifecycle stages
- D. Detailed lifecycle with automation
- E. Comprehensive lifecycle intelligence
Do you have closed-loop reporting between marketing and revenue? +
- A. No
- B. Manual reconciliation
- C. Partial automation
- D. Mostly automated
- E. Fully automated closed-loop
04 / CRM & Customer Data Integration +
Whether acquisition and customer systems operate as an integrated system. · Domain weight: 10% · 6 questions
Does your organization use a CRM system? +
- A. No CRM
- B. Exploring options
- C. Basic CRM usage
- D. Standard CRM adoption
- E. Fully adopted with custom workflows
How consistent are lead source fields in your CRM? +
- A. Not consistent
- B. Some consistency
- C. Mostly consistent
- D. Consistent with governance
- E. Fully governed and validated
How are lifecycle stages managed in your CRM? +
- A. Not defined
- B. Manual updates
- C. Some automation
- D. Mostly automated
- E. Fully automated with feedback
How is lead-to-account identity managed? +
- A. Not managed
- B. Manual matching
- C. Some deduplication
- D. Mostly deduplicated
- E. Unified identity resolution
How smooth is the marketing-to-sales handoff? +
- A. Disconnected
- B. Manual handoff
- C. Some automation
- D. Mostly automated
- E. Fully orchestrated with feedback
Does your CRM provide API access for marketing systems? +
- A. No API access
- B. Limited API access
- C. API available but limited use
- D. API used for key integrations
- E. Full API utilization with governance
05 / Lead Intelligence & Qualification +
Ability to determine quality, validity, intent, and business value of leads. · Domain weight: 10% · 6 questions
How do you handle spam and invalid leads? +
- A. Not filtered
- B. Manual review
- C. Some automated filtering
- D. Mostly automated with validation
- E. Comprehensive validation with feedback
How are duplicate leads identified and resolved? +
- A. No deduplication
- B. Manual deduplication
- C. Some automated deduplication
- D. Mostly automated with rules
- E. Comprehensive identity resolution
How is lead qualification determined? +
- A. Not qualified
- B. Manual qualification
- C. Basic lead scoring
- D. Advanced lead scoring with intent
- E. AI-driven qualification with feedback
How is lead disposition tracked? +
- A. Not tracked
- B. Manual tracking
- C. Some automated tracking
- D. Mostly automated with reasons
- E. Comprehensive disposition analytics
Can you identify lead quality and intent signals? +
- A. No
- B. Manual identification
- C. Some automated signals
- D. Mostly automated with intent data
- E. Comprehensive intent intelligence
Do you capture downstream outcomes for leads? +
- A. No
- B. Manual capture
- C. Some automation
- D. Mostly automated
- E. Fully automated lifecycle tracking
06 / Marketing Automation & Orchestration +
Whether workflows operate predictably across systems. · Domain weight: 10% · 6 questions
How do you use marketing automation? +
- A. No automation
- B. Manual processes
- C. Basic automated workflows
- D. Advanced automation with integrations
- E. Full orchestration with AI
How are triggers used in your marketing workflows? +
- A. No triggers
- B. Manual triggers
- C. Some event-based triggers
- D. Mostly event-based with conditions
- E. Comprehensive trigger orchestration
Do you have cross-system workflow automation? +
- A. No
- B. Manual cross-system processes
- C. Some cross-system automation
- D. Mostly automated across systems
- E. Fully orchestrated cross-system workflows
How do you handle workflow failures? +
- A. Not handled
- B. Manual intervention
- C. Some retry logic
- D. Automated retries with alerts
- E. Comprehensive error handling with observability
How dependent are you on manual processes? +
- A. Highly dependent
- B. Mostly manual
- C. Mixed manual and automated
- D. Mostly automated
- E. Minimal manual dependency
Do you have orchestration capabilities across multiple platforms? +
- A. No
- B. Limited orchestration
- C. Some orchestration
- D. Mostly orchestrated
- E. Fully orchestrated with governance
07 / Search & Content Intelligence +
Whether search/content systems are structured and measurable. · Domain weight: 8% · 6 questions
How do you measure organic search visibility? +
- A. Not measured
- B. Manual tracking
- C. Search Console only
- D. Multiple measurement tools
- E. Comprehensive search intelligence
How is content organized and inventoried? +
- A. No content inventory
- B. Manual inventory
- C. Basic inventory with structure
- D. Detailed inventory with taxonomy
- E. Comprehensive content intelligence
Do you use structured data (Schema.org) on your website? +
- A. No structured data
- B. Limited implementation
- C. Basic implementation
- D. Comprehensive implementation
- E. Full semantic architecture
How do you approach entity strategy for SEO? +
- A. No entity strategy
- B. Basic entity awareness
- C. Some entity optimization
- D. Structured entity strategy
- E. Advanced entity intelligence
How do you measure content performance? +
- A. Not measured
- B. Basic analytics
- C. Multi-dimensional measurement
- D. Content performance with attribution
- E. Comprehensive content intelligence
Do you have a semantic content architecture? +
- A. No
- B. Exploring
- C. Some structure
- D. Mostly structured
- E. Full semantic architecture
08 / API & Integration Architecture +
How easily systems can exchange information. · Domain weight: 10% · 6 questions
Do your marketing platforms provide APIs? +
- A. No APIs available
- B. Limited APIs
- C. APIs available but underused
- D. APIs used for key integrations
- E. Comprehensive API utilization
Do you use webhooks for real-time integrations? +
- A. No
- B. Exploring
- C. Some webhooks
- D. Mostly webhook-driven
- E. Comprehensive event-driven architecture
How do you handle authentication for marketing integrations? +
- A. Not standardized
- B. Basic authentication
- C. OAuth for some systems
- D. Standardized OAuth/API keys
- E. Governed authentication with rotation
Do you use ETL/ELT for marketing data? +
- A. No
- B. Exploring
- C. Basic ETL
- D. Regular ETL with governance
- E. Comprehensive data pipeline
How are data contracts defined between systems? +
- A. Not defined
- B. Ad-hoc definitions
- C. Some defined contracts
- D. Mostly defined with versioning
- E. Full contract governance
Is integration documentation maintained? +
- A. No documentation
- B. Minimal documentation
- C. Some documentation
- D. Mostly documented
- E. Comprehensive living documentation
09 / Observability, Governance & Reliability +
Whether infrastructure operation can be monitored and governed. · Domain weight: 8% · 6 questions
Do you log marketing operations and events? +
- A. No logging
- B. Minimal logging
- C. Some logging
- D. Comprehensive logging
- E. Full observability with tracing
How do you monitor marketing system health? +
- A. No monitoring
- B. Manual monitoring
- C. Some automated monitoring
- D. Mostly automated with dashboards
- E. Comprehensive observability with alerts
How are access controls managed? +
- A. No access controls
- B. Basic controls
- C. Role-based access
- D. Granular RBAC with review
- E. Governed access with audit
How auditable are your marketing operations? +
- A. Not auditable
- B. Minimal audit trails
- C. Some audit capability
- D. Mostly auditable
- E. Fully auditable with compliance
How is incident visibility handled? +
- A. No incident visibility
- B. Manual incident reporting
- C. Some automated alerts
- D. Mostly automated with response
- E. Full incident management
Is operational documentation maintained? +
- A. No documentation
- B. Minimal documentation
- C. Some documentation
- D. Mostly documented
- E. Comprehensive operational docs
10 / AI & Agent Readiness +
Whether the environment can support AI-assisted or agentic operations. · Domain weight: 7% · 6 questions
Is your marketing data structured for AI consumption? +
- A. Not structured
- B. Minimal structure
- C. Some structure
- D. Mostly structured
- E. Fully structured and machine-readable
Do your marketing systems provide accessible APIs for AI agents? +
- A. No accessible APIs
- B. Limited API access
- C. Some API access
- D. Mostly accessible
- E. Fully API-accessible with governance
How are business rules documented for automation? +
- A. Not documented
- B. Minimal documentation
- C. Some documentation
- D. Mostly documented
- E. Fully machine-readable rules
How do you handle human approval for AI-driven actions? +
- A. Not applicable
- B. Manual approval only
- C. Some automated approvals
- D. Mostly automated with oversight
- E. Governed approval framework
How observability-ready are your AI systems? +
- A. Not observable
- B. Limited observability
- C. Some observability
- D. Mostly observable
- E. Fully observable with tracing
Do you have an agentic marketing strategy? +
- A. No strategy
- B. Exploring concepts
- C. Some pilot projects
- D. Developing strategy
- E. Active agentic operations