Attribution & Marketing-Mix Modelling

Last-Click Limitations

Last‑click attribution often over‑values ______.

CTV prospecting

Podcast impressions

Upper‑funnel display

Brand search

Brand terms often appear last in path.

A core issue with last‑click is inability to measure ______.

Clicks

Sessions

Incrementality

CTR

It reports credit but not causal lift.

Cross‑device journeys break last‑click because ______.

Cookies persist

Final click may occur on different device unlinked

IP stable

GA4 deduplicates

Device fragmentation hides earlier touches.

Starter

Review the basics and retry.

Solid

Good job—polish the nuances for mastery.

Expert!

Excellent understanding.

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