The Math Behind Agents & Copilots: How GenAI Agents Drive Freemium Upgrades
This article explores the mathematical impact of GenAI agents and copilots on freemium upgrade rates in SaaS. It covers how AI copilots improve activation, engagement, and conversion, and includes benchmarks, predictive models, and proven strategies for optimizing product-led growth. The piece also highlights best practices and a case study on Proshort’s agent-driven success.
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