UTM parameters, explained properly
Ten marketers, ten vague answers — and that's why so many reports are a mess. Here's exactly what each of the five UTM parameters does, and the naming discipline that keeps your data in one row instead of five.
The lifetime value of a well-tagged link
Most teams treat links as disposable campaign assets. But a properly tagged link is an appreciating asset — one that compounds analytics value, retargeting data, and institutional knowledge for months or years after creation.
How click fraud inflates your unit economics — and what to do about it
Bot traffic and click farms don't just waste ad spend — they corrupt the unit economics your team uses to make channel decisions. Here's how to spot the signals, quantify the damage, and build defenses that actually work.
Cost per attributed click vs. cost per click: why the gap matters
Your CPC is the easy number. But when dark traffic, UTM breakage, and cross-device loss erode your attribution, the cost per click you can actually act on is much higher. Here's how to measure the gap — and close it.
What a click actually costs you
Paid, organic, email, social — every channel quotes you a CPC. But that number is the tip of the iceberg. Here's how to count the full cost of a single marketing click, including the infrastructure and attribution overhead nobody puts in the deck.
Multi-touch attribution on a startup budget
You don’t need a $50k attribution platform to understand your full conversion path. Here’s how early-stage teams build meaningful multi-touch visibility with what they already have.
The hidden cost of broken UTM parameters
Broken UTMs don’t just dirty your reports. They quietly redirect budget toward channels that appear to work but don’t — while starving the ones that do.
First-touch vs. last-touch: picking the model that matches your business
Attribution models aren’t interchangeable. The right model depends on your sales cycle, your team structure, and what decision you’re actually trying to make.
Why your Google Analytics numbers never match your CRM
Every growth team hits this wall: GA says 400 signups, the CRM shows 280. Which number do you trust? Neither — until you understand why they diverge.