Domain-Specific Analytics (Marketing, Product, Finance, Ops)

Summary

Each business function has its own key metrics and mental models — marketing cares about CAC and channel attribution, product cares about activation and retention, finance cares about margin and cash flow.

How to Learn This

1Pick one domain and learn its top 5 metrics in depth.
2Read a domain-specific analytics case study or blog post.
3Consider which domain's problems you'd genuinely enjoy working on daily.

Understanding Your Company's Data Model

Structuring an Analysis Report

More topics in Business Acumen & Domain Knowledge

Understanding Business Metrics (Revenue, Churn, CAC, LTV)Reading a P&L Statement KPIs vs Metrics vs Dimensions Translating Business Questions Into Data Questions Working With Stakeholders Prioritizing Ad-Hoc Requests Understanding Your Company's Data Model

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