One of the biggest challenges in marketing is quantifying the influence of each customer touch point. Even marketing teams that can map the entire customer journey have trouble identifying the exact ...

If you’re still measuring sales attribution based on the last place your customer clicked before converting, you’re missing out on valuable information. Attribution has evolved, and in a brave, new, ...

Help a user along every touchpoint of the customer journey by understanding multitouch attribution models and analyzing the data in GA4. The customer journey involves multiple interactions between the ...

In Google Analytics 4 (GA4), attribution models aim to answer one of marketing’s most persistent questions: which channels drive results? The catch is that different models can give you different ...

Most traditional multi-touch attribution (MTA) models continue to deliver incomplete shopper insights by focusing on digital versus multiple channels. These models often lack connectivity with client ...

Last-click attribution credits all conversions to the last touchpoint—a demo request, a contact form, a direct visit to your site—that a prospect interacted with before buying. Last-click became the ...

The growing need for smarter marketing attribution With Google’s recent update to its open-source marketing mix model, Meridian, interest in marketing mix analysis and channel modeling has surged.

Which touchpoint on the B2B customer’s journey gets the credit for the conversion? Explore multi-touch attribution models with Alex Macura. Executives have always desired a “single source of truth” to ...

You’ve probably heard the news: Google Ads and Google Analytics 4 will completely retire first-click, linear, time decay, and position-based attribution models in September. Last-click and data-driven ...