Analytics & Tracking Blog
Expert guides on GTM, GA4, conversion tracking, server-side tagging, and data-driven marketing.
Seasonality Analysis: Separating Trend from Noise in Your Marketing Data
Learn how to decompose marketing data into trend, seasonality, and noise — so you're responding to real performance signals rather than seasonal fluctuations.
Benchmarks Lie: Why Industry Averages Mislead Your Marketing Strategy
Industry average benchmarks are often misleading for your specific business. Learn how to use benchmarks correctly and what to compare your performance against instead.
Data Storytelling: Presenting Analytics So Executives Actually Act
Learn how to present marketing analytics as stories that drive executive decisions — structure, visualization, and communication techniques that get action.
The Analytics Maturity Model: Where Is Your Business and What's Next
Assess your analytics maturity level and understand what capabilities to build next — from basic reporting through predictive analytics and AI-driven decision making.
Forecasting Marketing Performance: Simple Models That Beat Gut Feel
Practical marketing forecasting models — from simple trend extrapolation to seasonality-adjusted projections — that beat gut feel for planning and budget setting.
Budget Allocation with Data: Moving Spend to What Works
A data-driven framework for marketing budget allocation — how to evaluate channel efficiency, when to shift spend, and how to avoid the common reallocation mistakes.
Vanity Metrics vs. Actionable Metrics: A Sorting Guide
Identify which of your marketing metrics are vanity metrics and which drive real decisions — with examples across channels and a framework for sorting them.
Reporting Cadence: What to Review Daily, Weekly, Monthly, and Quarterly
A practical guide to marketing reporting cadence — what metrics to review at each frequency and what decisions each cadence supports.
How to Run a Marketing Analytics Audit: Our Complete Methodology
A step-by-step marketing analytics audit methodology — what to check, in what order, and how to prioritize the issues you find.
Marketing Data Stack Architecture: A Reference Blueprint by Company Size
A reference architecture for marketing data stacks at startup, growth, and enterprise scale — what tools to include at each stage and how they connect.
Customer Acquisition Cost: How to Calculate It Correctly (Most Don't)
Most businesses calculate CAC incorrectly. Learn the right formula, what to include in marketing and sales costs, and how to use blended vs. channel-specific CAC.
LTV:CAC Ratio — Calculation, Benchmarks, and Pitfalls
Calculate and interpret the LTV:CAC ratio correctly — the key metric for assessing marketing sustainability and growth investment decisions.