Is Your AI Content Amplifying Useless Actions How to Quantify Marketing Value

Published in August 2026 by B2B marketing SaaS provider BesChannels, the study titled "AI Quantitative Marketing White Paper: Making Growth Quantifiable and Calculable" examines growth formulas in the AI era. Generative AI dramatically lowers barriers to content production, boosting marketing action density while amplifying the risk of low-value, noisy operations. The paper argues that while AI drives action frequency, data must evaluate its true business value. It proposes a closed-loop quantitative framework spanning six layers: brand awareness (including Generative Engine Optimization/GEO), content, leads, SDR engagement, opportunities, and revenue, steering marketers from tracking output to proving business growth. #陶醉Salon #QuantitativeMarketing #AIMarketingGrowth #BesChannelsWhitePaper #GenerativeEngineOptimization #B2BMarketingMetrics