5 articles in this category
Every multi-touch funnel audit eventually hits a signal crossroads. The user clicked an ad on LinkedIn, searched your brand on mobile two hours later,...
In the complex world of multi-touch attribution, marketers often face a critical challenge: how to accurately interpret signals when prospects cross m...
Attribution bias in multi-touch funnels is not a single problem — it shifts shape depending on path length, channel overlap, and the aggregation level...
Introduction: The Hidden Inflation in Your Multi-Touch Attribution ModelIf your multi-touch attribution (MTA) reports show every channel contributing ...
Multi-touch attribution audits are rarely clean. When data flows across state lines — different CRM systems, different ad platforms, different reporti...