Walk an AI personalization request through STP

Renewal pressure A CRM manager has 120,000 accounts, four renewal segments, and a Friday send deadline. The AI tool can generate variants immediately, but the wrong segment logic would scale irrelevant messages. The risk is not slow copy. The risk is fast personalization built on a weak audience decision. STP walk Segment -> Target -> Position -> Generate Use STP as a decision sequence before AI writes. Each step removes a different kind of ambiguity. Shortcut Ask AI for persona variants. The prompt asks for variants that serve a specific customer difference. Personalization should respond to a real audience difference,…

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