How Marketers Are Measuring and Optimizing Ad Creative Performance
Only 3.6% of marketers say the effectiveness of their ad creative is well understood and actively optimized today, according to recent research.
Beyond Last-Click: Attribution Models That Actually Reflect Modern Customer Journeys
Measurement & Analytics — Wed., Oct. 22, 2025Last-click attribution credits all conversions to the last touchpoint that a prospect interacted with before buying. It is easy to measure and built into early analytics platforms, but overlooks early and mid-journey interactions that influence buying decisions.
B2B buyers rarely follow a single path, making multitouch attribution models essential for understanding their complex journeys. Models like data-driven, first-click, and time-decay give a clearer view of how each interaction contributes to the deal.
Choosing the right attribution model starts with knowing your campaign goals and considering factors like data availability, analytics tools, and sales cycle length. Refined attribution offers a competitive edge by allowing for better budget allocation and increasing overall revenue.
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Beyond Last-Click: Attribution Models That Actually Reflect Modern Customer Journeys
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