A category covering marketing budget planning, allocation, variance analysis, and KPI management to support data-driven investment decisions. Topics include how to read and apply key metrics such as ROI, ROAS, CPA, and LTV, channel-level budget optimization, budget-vs-actual analysis and improvement cycles, and how to build and present budget proposals to executive leadership.
Showing 1–18 of 53 posts
Does the Pareto principle always hold? Learn what the "working ant law" actually says, how the two relate, and the cavea...
An advocate is a customer who recommends a brand voluntarily. Learn the meaning and origin, the difference from advocacy...
Learn what KPI achievement means, the common causes of missed targets, how to run plan-vs-actual progress management, ho...
A clear explanation of what CAC (Customer Acquisition Cost) is. Covers the formula with worked examples, the types of CA...
Organizes the relationship between ROI and cost-effectiveness and explains how to calculate ROI with examples. Covers th...
From the basics of what a KPI is, this guide lists concrete examples by department (sales, marketing, customer support) ...
An explanation of the difference between CAC and CPA, from definition to calculation method. CAC is the total cost of cu...
The ROAS (return on advertising spend) benchmark isn't uniform—it's based on the break-even ROAS (1 ÷ gross margin × 100...
Learn the meaning and calculation of ARPPU (Average Revenue Per Paying User). We organize the difference from ARPU—which...
Unique users (UU) is the number of distinct, non-duplicated visitors to a site over a given period—a measure of reach. L...
A KPI tree is the final goal (KGI) placed at the top with metrics broken down into a tree diagram. This article systemat...
A session is a metric that counts as one the series of visits from when a user arrives at the site until they leave. Thi...
A systematic explanation of what KPIs are in business: their relationship with KGI and KSF, the roles KPIs play in an or...
Learn what ARPU (average revenue per user) means and how to calculate it. Clarifies the differences from the easily conf...
Learn what churn rate means and how to calculate it. Covers customer vs. revenue churn formulas, gross vs. net churn, Sa...
Learn what DAU (daily active users) means and how to calculate it. Covers the differences from MAU and WAU, how to read ...
