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 39 posts
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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 ...

PV count (page view count) is the most basic access metric, representing the cumulative number of times a web page was d...

INP (Interaction to Next Paint) is a Core Web Vitals metric that measures a page's responsiveness to user interactions. ...

Revenue is the proceeds a company earns by providing products and services, corresponding to net sales in accounting. Th...

A comprehensive playbook of 15 conversion rate (CVR) improvement tactics, organized by ROI across three axes: Landing Pa...

Industry CVR benchmarks compiled from the latest research to help you judge whether your conversion rate is reasonable. ...

A systematic guide to video marketing: what it is, differences from text, static images, and live streaming, the five be...

What marketing cost management is, how it differs from budget management, budget-vs-actual management, cost accounting, ...

A comprehensive guide to CPA advertising — from core concepts and calculation methods to setting target CPA, improvement...

For marketers wondering how much to spend on advertising, this guide systematically explains five approaches to back-cal...

A complete guide to marketing budget vs. actual management: how it differs from budget planning, simple budget control, ...

Learn the meaning of KPI (Key Performance Indicator), how it differs from KGI and KSF, how to set KPIs using the SMART f...

A comprehensive guide to CVR (Conversion Rate): definition, calculation methods, industry and channel benchmarks, how to...

Learn cost accounting fundamentals from a marketing perspective. From correctly calculating CPA (Cost Per Acquisition) a...

Explains the meaning and purpose of business forecasting with a focus on marketing department revenue prediction. Covers...

A systematic overview of key digital marketing KPIs across Web, social media, advertising, email, and CRM. Learn how to ...