Startup Marketing Analytics: What to Track First
Build a startup analytics stack from questions, events, ownership and data quality before adding GA4, product analytics, CRM, warehouse or BI layers.
Insights Category
GA4 & Advanced Measurement
15 articles
Choose a North Star Metric That Does Not Hide Problems
Score every candidate North Star Metric against four checks — real value, movable inputs, causal chain to revenue, honest measurement. Editorial synthesis of Lean Analytics, Hacking Growth, Continuous Discovery Habits and the Amplitude North Star Playbook, with peer-reviewed anchors in Shepherd & Gruber (2020) and Sarasvathy (2001).
Startup Marketing from Discovery to Fundable Growth
A four-stage startup marketing strategy (customer discovery → validated learning → traction → fundable growth) anchored in Shepherd & Gruber 2020, Sarasvathy 2001, Bocken & Snihur 2020 and operator books, with Google Consent Mode and GA4 → BigQuery as the measurement stack.
Yandex Metrica for Tourism and Export Sites
A source-backed Yandex Metrica setup and reporting guide for tourism and export teams, covering goals, UTM data, Session Replay, privacy and GA4 reconciliation.
25 Useful Generative AI Applications for Marketing Teams
A practical AI workflow library for marketers covering prompts, input requirements, output checks, risk controls, and human QA.
How to Measure Content Marketing ROI
A practical content ROI measurement workflow for funnel KPIs, costs, attribution notes, non-revenue value, dashboard structure, and reporting cadence.
GA4 for Marketers: From Setup to Reporting
A practical GA4 operating guide for marketers who need setup clarity, KPI definitions, reports, UTM discipline, and a Looker Studio view without analytics overclaiming.
Startup Unit Economics Every Team Should Know
Startup unit economics as shared operating language — not investor theatre. How CAC, LTV, margin, retention, churn, and payback connect, without fake benchmarks.
What Healthy CAC Payback Looks Like for Startups
CAC payback is a diagnostic, not proof of healthy growth. How to calculate it carefully, read it in context of margin, retention, and channel, and decide before scaling.
Activation, Retention and Churn: Startup Metrics
Activation, retention, and churn are directional signals of repeatable startup value — not proof of scale. How to define, segment, and interpret them without fake benchmarks.