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When Every Dashboard Is Green and Nothing Works

AI dashboards can look perfect while missing critical context. Kelly Hopping, CMO at 6sense and four-time marketing executive, explains how confidently wrong AI outputs mislead go-to-market teams. She points to closing the context gap in AI models, validating AI-driven insights against real buyer signals, and building go-to-market intelligence that accounts for the full customer journey, not just surface-level metrics. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

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  How to Become a Five-Time CMO

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  Building the Context Layer AI Is Missing

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  Why Your Hottest Accounts Aren't Buying

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  Have You Read What Your AI Is Sending?

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  Is the future all about marketing to machines?

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  The one one marketing workflow to build from scratch using AI

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  Should companies focus on building their own intelligence layer?

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  One AI capability marketers are consistently overestimating today

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  Operationalizing Marketing as AI-tooling evolves

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  Is AI more like a tool or an operating system?

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  One piece of marketing technology you think most teams could stop paying f…

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  One metric acquirers scrutinize that most marketers completely overlook

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  Changes to how you'll spend a marketing budget

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  By 2028 the AI tools developers could cost more than the developers themse…

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  Why Your Data Isn't Changing Your Business Decisions