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Triage six prospect replies with one allowed label each

  • For Sales and customer success
  • You practice Asking for a format you can use
  • Time about 5 minutes
  • Level Intermediate

About this exercise

Label each of the 6 replies in a fenced CSV with header id,label. Allowed labels: INTERESTED, NOT_NOW, UNSUBSCRIBE, WRONG_PERSON, QUESTION. If a reply asks to stop emails or be removed, the label is UNSUBSCRIBE no matter what else it says. Otherwise pick the single best label. At most 8 words outside the code block.

Common mistakes when you ask AI for this

  • Missing the override. The AI labels R6 INTERESTED. Try: Add: "Any request to stop emails is UNSUBSCRIBE, whatever else it says."
  • Spelling variants. The AI writes 'Not Now' or 'Wrong person'. Try: Add: "Labels exactly as listed, capitals with underscores."
  • Extra columns or text. The AI adds a reason column and prose. Try: Add: "One code block, only id and label, at most 8 words outside."

What a strong prompt includes

  • Names the header
  • Lists the labels
  • States the override
  • Spells labels exactly
  • Limits outside text

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