The short version: the AI tools that paid off in every case study below did one narrow job well, lead scoring, chat qualification, or first-draft outreach copy, and none of them replaced a human sales process. The ones that flopped tried to do the whole funnel end to end. If a vendor tells you their tool will find, qualify, and close your leads, that is the moment to ask for a month-long pilot before you sign anything. Why so many published AI l…
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