Have You Read What Your AI Is Sending?

AI segments and messages without full context can be confidently wrong. Kelly Hopping, four-time CMO and CMO at 6sense, explains why more automation doesn't equal more pipeline. She breaks down multi-touch attribution across a six-month lookback, the shift from bottom-of-funnel demand gen to owned content that surfaces in LLM answers, and using gifting for deal acceleration instead of last-touch meeting bait.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.