Category: Analytics & Measurement

Understand the audience cost of a campaign’s response.

Choose a marketing comparison that has the same units and context.

Make reported figures understandable after staff and tools change.

Compare channels from initial response to qualified sale.

Separate total acquisition spend from the platform’s attribution claims.

Estimate pending outcomes without treating a forecast as a count.

Separate measurement coverage shifts from actual business behavior.

Use a defined visit to compare acquisition channels before sales mature.

Verify that marketing events behave under common real-world conditions.

Explain why a higher basket value may not improve the economics.