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Jason M. Lemkin advocates automating demand generation so AI selects the right LinkedIn contacts, customizes outreach for each prospect, and handles account research and executive preparation documents. He argues this makes prospecting far more productive for getting meetings than the old practice of sending mass messages to thousands of contacts. He contrasts hoped-for response rates of 1–2% from mass outreach with 6–10% from highly customized AI-driven outreach.










