Build KPI frameworks for marketing measurement
analytics-insightsskillsetup L2★2
Faiz07yo/digital-marketing-pro ↗Causal-lift measurements
marketing-analytics+12pp vs no-skill baselinewith-skill 76% · baseline 64%
Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.
What it does
Define KPI frameworks, build reporting templates, and investigate performance anomalies
Best for
Reconstructing metrics from scratch after privacy regulation or preparing for board reporting
Inputs
- · business model
- · maturity stage
- · analytics stack inventory
- · current metrics
Outputs
- · KPI framework with targets
- · reporting template per audience (exec/team/board)
- · anomaly diagnosis
Requires
- · Google Analytics (UA/GA4)
- · ad platform analytics
- · CRM
- · BI tool
Preconditions
- · analytics account access
- · tracking properly configured
Failure modes
- · missing cross-channel attribution
- · dark social unmeasured
- · privacy-first measurement not adapted (cookieless)
Trust signals
- · KPI framework per business model (SaaS/e-comm/lead-gen/etc.)
- · attribution modeling methodology
- · incrementality testing framework
- · privacy-first measurement guidance