https://justinboey.com/ Marketing measurement without the dashboard fog en https://justinboey.com/ab-test-marketing-basics/https://justinboey.com/ab-test-marketing-basics/Run an A/B test by randomly assigning a defined eligible unit to a stable control or variant, predefining the primary outcome, guardrails, sample and… https://justinboey.com/attribution-models-explained/https://justinboey.com/attribution-models-explained/Marketing attribution models assign credit to recorded touchpoints under declared rules; they do not prove causal impact. https://justinboey.com/calculate-customer-acquisition-cost/https://justinboey.com/calculate-customer-acquisition-cost/Calculate customer acquisition cost by dividing documented acquisition-related cost by verified new customers for the same scope and an aligned period. https://justinboey.com/calculate-marketing-roi/https://justinboey.com/calculate-marketing-roi/Calculate marketing ROI as defined return minus included marketing cost, divided by included marketing cost, multiplied by 100. https://justinboey.com/campaign-naming-convention/https://justinboey.com/campaign-naming-convention/Build a campaign naming convention from the reporting dimensions and workflows you actually need. https://justinboey.com/cohort-analysis-beginners/https://justinboey.com/cohort-analysis-beginners/Build a cohort analysis by grouping a defined entity around a shared starting event, then comparing a separately defined outcome at aligned ages. https://justinboey.com/content-performance-measurement/https://justinboey.com/content-performance-measurement/Measure content performance from the reader task and decision the page supports. https://justinboey.com/data-quality-checklist-marketing/https://justinboey.com/data-quality-checklist-marketing/Check marketing data quality against a defined question and metric. https://justinboey.com/define-marketing-conversion/https://justinboey.com/define-marketing-conversion/Define a marketing conversion as an observable action tied to a decision. https://justinboey.com/email-campaign-measurement/https://justinboey.com/email-campaign-measurement/Measure an email campaign from its purpose. Track delivery and suppression signals, treat opens and clicks as imperfect technical indicators, and validate… https://justinboey.com/first-party-data-basics/https://justinboey.com/first-party-data-basics/First-party data comes from an organization's direct interactions, but the label does not itself establish permission. https://justinboey.com/funnel-analysis-guide/https://justinboey.com/funnel-analysis-guide/Run funnel analysis by defining the eligible population, observable stages, required order, identity unit, exclusions, and maturation window. https://justinboey.com/landing-page-experiment-plan/https://justinboey.com/landing-page-experiment-plan/Plan a landing-page experiment by naming the observed user problem, eligible audience, exact control and variant, expected mechanism, primary outcome,… https://justinboey.com/marketing-dashboard-beginners/https://justinboey.com/marketing-dashboard-beginners/Build a beginner marketing dashboard for one audience and set of decisions. https://justinboey.com/marketing-experiment-backlog/https://justinboey.com/marketing-experiment-backlog/Build a marketing experiment backlog from standardized proposals that state the observed problem, evidence, audience, treatment, mechanism, primary… https://justinboey.com/marketing-metrics-that-matter/https://justinboey.com/marketing-metrics-that-matter/Choose marketing metrics by naming the decision first, then connecting the business outcome, audience action, controllable input, diagnostic signals, and… https://justinboey.com/organic-vs-paid-traffic/https://justinboey.com/organic-vs-paid-traffic/Compare organic and paid traffic only after defining the reporting system's channel rules, eligible audience, validated outcome, cost scope, attribution… https://justinboey.com/retention-metrics-basics/https://justinboey.com/retention-metrics-basics/Measure retention by defining the entity, starting event, valuable return or continuing behavior, eligible base, time unit, and method. https://justinboey.com/utm-parameters-guide/https://justinboey.com/utm-parameters-guide/Use UTM parameters as consistent labels for controlled campaign links. https://justinboey.com/write-marketing-analysis-report/https://justinboey.com/write-marketing-analysis-report/Write a marketing analysis report around the decision: define scope and method, state the observed finding precisely, show the minimum supporting…