The Attribution Sims

See how different attribution models and scenarios change the story

What the CEO believes

The CEO

Sul sul.

ConfidentRead a dashboard

Pick a scenario

Select a GA4 attribution model

Marble colour = what really started the journey: AI visibility SEO Paid ads Dashed = GA4 can't see it

Every marble is one sale. The pipe weights are illustrative, chosen to show the mechanics, not measured from any real site. Data-driven credit is a stand-in, because Google's real model is property-specific and unpublished. Channel names follow the GA4 default channel group and models follow GA4 attribution settings. Some AI clicks land in Direct because the referrer is lost, as Search Engine Journal reported.

Read more on why attribution is hard:

Articles by Bengü Sarıca Dinçer for Search Engine Journal.