Category: Attribution
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DTC Attribution: Why Last-Click Fails and What to Use Instead
Last-click attribution undervalues paid social, email, and display for most DTC brands — making budget decisions based on incomplete data. Bayesian MMM gives DTC marketers the true channel contribution picture they need.
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How Multi Touch Attribution Vs Marketing Mix Modeling Can Transform Your Marketing Strategy
Multi-Touch Attribution Focuses on Individual Digital Journeys While Marketing Mix Modeling Delivers Aggregate Insights Across All Channels Multi-touch attribution assigns fractional credit to each digital touchpoint a customer encounters before converting, based on tracked user-level data, while marketing mix modeling uses statistical regression on aggregated sales and spend data to quantify how channels including offline…
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The Best Marketing Attribution Software for SMBs in 2026
The Best Marketing Attribution Software for SMBs in 2026: Cutting Through the Noise Direct Answer: The best marketing attribution software for SMBs in 2026 are those that offer simplicity, multi-touch attribution, and seamless integrations, such as Ruler Analytics, Adobe Analytics, and platforms like OptiMix that integrate attribution with broader marketing mix modeling capabilities. For SMBs,…