December 12, 2025•6 min read
Understanding Personalization Factors - Part 1: What Data Actually Matters vs. Noise
Companies collect massive amounts of personalization data but lack actionable insights. Here's the honest breakdown of data categories, when each is useful vs. noise, and how the third-party cookie apocalypse changes everything.