Last-Click Attribution Misses AI-Driven Top‑of‑Funnel Value
MarTech Today7h ago·1 min readAnalytics & Data
AI Summary
The article argues that traditional last‑click attribution models overlook the impact of early‑stage discovery in AI‑first marketing ecosystems. It recommends moving to incrementality and full‑path measurement, using MMM and multi‑touch approaches to capture true contribution.
⚡ Marketer Insight
Marketers should adopt incrementality testing and multi‑touch attribution to allocate spend to awareness tactics that drive downstream conversions in AI‑powered channels.
#attribution#incrementality#ai marketing#mmm
Original article
MarTech Today