Data
Visitor Identification ROI: Formulas and Attribution
Measure visitor identification ROI using incremental gross profit and full costs. Separate pipeline, revenue and influence with a worked example.
Guides
The Growth Marketer's Guide to Website Visitor Identification
How growth marketers use visitor identification to close the attribution gap, fuel retargeting, and turn paid traffic into named pipeline.
Data
What % of Paid Ad Clicks Are Returning Visitors?
Most B2B ad budgets pay new-audience CPMs to re-reach existing visitors. How to measure the leak using visitor identification, not platform cookies.
Data
How Accurate Is UTM Attribution? An Honest Audit
UTM-based attribution drops paid clicks to broken parameters and over-counts "direct." Here is the framework to fix it without ditching GA4.
Data
How Do You Run Attribution Without UTMs?
If UTMs vanished tomorrow, how much pipeline could you still attribute? The framework, the architecture, and what identity-based attribution catches.
Strategy
How Does a CRO Audit Pipeline Sources?
A CRO framework for auditing pipeline sources, exposing attribution fiction, and using visitor identification to reveal what really drives revenue.
