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Recent thoughts.

Baseline leakage: The hidden flaw destroying your marketing mix model
Imagine you own a restaurant in a busy downtown district. You launch a major promotional campaign in early December, billboards, social media ads, email blasts, the works. Sales spike dramatically … Continued
How to determine cost of customer acquisition
Think of customer acquisition cost like fuel efficiency for your marketing engine. Just as a car’s miles-per-gallon tells you how far each dollar of gas takes you, CAC reveals how … Continued
What is A/B testing: A complete guide for marketers
Your design team insists the red call to action button will increase conversions. Your copywriter argues the headline needs to be shorter. Your boss wants to know which landing page … Continued
Marketing effectiveness: Complete guide to measuring what actually drives growth
Think about a basketball player who takes 50 shots per game and makes 10 of them. Now compare that to a player who takes 20 shots and makes 12. The … Continued
Customer acquisition formula: The blueprint behind sustainable growth
Running a business without understanding your customer acquisition formula is like operating a restaurant without knowing your food costs. Sure, you see tables filling up and money flowing through the … Continued
Why incrementality testing can’t tell you what to do next
Incrementality testing has become marketing’s supposed gold standard. Run a holdout test, compare your ad-exposed group to a control group, get clean experimental proof of what’s working. It sounds scientifically … Continued
How to measure TV advertising: A complete guide for modern marketers
Picture a ship captain navigating across the ocean using only the wake behind the vessel. They can see they’ve been moving, they know roughly which direction they came from, but … Continued
1st party data vs. 3rd party data: What marketers need to know
You wouldn’t trust a stranger’s description of your best friend over your own firsthand experience with them. Yet many marketers have built their strategies on exactly that logic, relying on … Continued
iROAS vs ROAS: Understanding true marketing impact
Checking your bank balance tells you how much money you have, but it doesn’t tell you whether your recent raise actually increased your savings or if you’re just spending everything … Continued

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