Banner ad A/B testing: one useful question at a time
Plan a focused experiment, choose the primary outcome, keep the comparison fair, and report uncertainty honestly.
Read the field note
Field Notes / Category
Campaign Strategy: Turn activity into decisions.
Learn how to define measurements, organize campaign links, and plan focused creative experiments. Use the examples as working methods rather than universal benchmarks.
UTM tracking for banner campaigns: a cleaner campaign trail
Create a shared naming convention, maintain a link register, and test campaign destinations without exposing personal data.
Read the field note
CPM, CPC, CPA, and ROAS: measure what matters
Understand the arithmetic, denominators, and limitations behind common display-advertising performance metrics.
Read the field noteTake the topic into a real workflow.
Start with the field note that best matches your current decision. Use its examples to inspect the brief, creative, destination, or reporting process in front of you. Keep the assumptions visible and adapt the method to your own campaign rather than treating a worked example as a performance target.
Then open the related reference pages for formats, terminology, or a practical handoff checklist. Save the version you use and record the next question your review needs to answer.