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Waterfall of variable costs reducing an 80 euro order to 25.20 euros of contribution margin, against a 60 percent gross margin.
Tuesday, August 25, 2026
Contribution Margin in Ecommerce: Definition, Formula, and How to Use It in Marketing Decisions

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Getting Started
Making Funnel Decisions
The actual cost per click formula above two bars showing the same campaign paying 0.45 and 0.78 euros in consecutive weeks.
Tuesday, August 25, 2026
CPC Explained: What Cost Per Click Means, How It Is Calculated, and What Really Drives It

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Getting Started
Cost chain from a 9 euro CPM to a 24 euro CPA, repeated at a 13 euro CPM to show a 45 percent rise in cost per customer.
Tuesday, August 25, 2026
CPM Explained: What Cost Per Mille Means, How It Is Calculated, and What Moves It

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Getting Started
The CPC formula above a comparison showing CTR rising from 1.0 to 1.5 percent cuts cost per click from 0.90 to 0.60 euros.
Tuesday, August 25, 2026
CTR Explained: What Click Through Rate Measures and How to Read It Without Fooling Yourself

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Getting Started
Consent rate gradient from 40 to 85 percent with the 70 to 80 percent target band marked.
Tuesday, August 25, 2026
Cookie Banner Design Is a Data Quality Decision, Not Just a Legal One

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Gaining Tracking Data
UTM parameter templates for six ad platforms shown as monospaced code cards.
Tuesday, August 25, 2026
The Ecommerce UTM Guide: Copy Paste Templates for 6 Ad Platforms

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Gaining Tracking Data
Nine customer interview blocks in a three by three grid, each with its opening question.
Tuesday, August 25, 2026
A 9 Block Customer Interview Guide for Ecommerce Brands

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Making Funnel Decisions
Five-step sequence of a first visit showing campaign parameters present at landing and gone by the time consent is given.
Tuesday, August 25, 2026
The First Session Problem: Why Consent Gated Tracking Loses the Touchpoint That Mattered

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Gaining Tracking Data
Two checklists comparing six engagement signals available to Google channels against two available to everything else.
Tuesday, August 25, 2026
GA4 Data Driven Attribution Is Biased Toward Google, According to Google's Own Documentation

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Getting Cross-Channel Insights

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