Channel Attribution Models Compared: First-Touch, Last-Touch, or Multi-Touch?

A systematic comparison of six channel attribution models — first-touch, last-touch, last non-direct, linear, time decay, and data-driven — with guidance on when to use each, plus how China-specific Click IDs (bd_vid, ttclid) work alongside UTM parameters for accurate attribution.