Journal
Practical insights on performance marketing and e-commerce.

ROAS vs MER: Which Metric Should You Actually Trust?
ROAS measures the platform; MER measures the business. Learn the difference that decides whether your store is actually profitable.

nCAC: The True Cost of Acquiring a New Customer
Blended CAC lies because it mixes new and returning customers. Learn why nCAC is the number that reveals your real growth efficiency.

5 Signs Your Tracking Is Broken (Without You Noticing)
If the data is wrong, every optimization after it is a guess. Here are 5 signs your tracking is sabotaging your decisions — and how to check.

Cash on Delivery: The Real Profit Math After Returns
In COD stores, a confirmed order isn’t cash in the bank. Learn how to calculate real profit after collection and returns.

The Creative Angle Matrix: Scale Without a Rising CPA
Good creative but performance hits a ceiling fast? The problem is angles. Learn how to build an angle matrix that scales steadily.

Raise Your Average Order Value (AOV) Without New Traffic
The cheapest growth comes from the same customer. Learn how to raise AOV and make your ads more profitable with zero extra spend.

7 Ways to Lift Your Store Conversion Rate (and Cut CAC)
Every point of conversion rate cuts your effective CAC. Seven practical fixes that lift conversion before you add a pound to ads.

How to Build an E-commerce Sales Funnel That Respects Your Budget
A leaky funnel burns your ad budget. Learn how to build a journey from awareness to purchase to repeat, and measure each stage.

Why Do So Many E-commerce Stores Fail? 6 Causes and Fixes
Most stores don’t fail because of the product — they fail because of the system. The 6 causes we see most, and how to avoid them.

How to Run Offers and Discounts Without Killing Your Margin
Discounts are double-edged: they lift sales and eat profit. Learn how to run smart offers that raise value without destroying margin.

Contribution Margin: The Number to Know Before You Scale
Gross margin misleads you; contribution margin tells the truth. Learn how to calculate it and why it’s your ad break-even line.

Pixel, CAPI, and Deduplication: A Clean Tracking Guide
Browser tracking alone is no longer enough. Learn the role of CAPI, and why deduplication decides your whole data quality.