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Run Bayesian Marketing Mix Models in Minutes for Analysts
Practical platform guidance for marketing analysts to build, validate, and operationalize Bayesian marketing mix models for uncertainty aware budgets.
MER vs ROAS for CMOs: 3 Layer Measurement Stack to Decide Scale
Use MER to set total spend and ROAS to allocate it. Practical rules, acquisition MER and margin calculations, plus a three layer measurement stack with...
For Marketers: Prove Omnichannel Attribution Before Cutting 15–20%
A measurement-first playbook for marketers to validate omnichannel attribution using incrementality tests, MMM, and accurate store visit data before...
Decide MMM vs MTA in 90 Days: Privacy Aware Checks for Marketers
Use privacy aware thresholds and five practical decision gates to choose MMM or MTA. Start a hybrid MTA, MMM and incrementality plan you can run in 90 days.
1 Day vs 30 Day Windows: View Through Attribution for Marketers
For marketers: use view through attribution without over crediting. Test 1, 7, and 30 day windows, validate with incrementality, and treat VTA as a signal.
Aggregated Event Measurement for Enterprise: Save a Quarter of Budget
How enterprise teams turn privacy safe aggregates into finance grade inputs for measurement triangulation. With test templates and checklist.