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Tag stuck deals with allowed reason codes in a CSV

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

About this exercise

Produce one fenced CSV with header deal,reason_code and one row per stuck deal. reason_code must be exactly one of NO_CHAMPION, NO_BUDGET, LEGAL_DELAY, COMPETITOR, NO_URGENCY, using the first matching reason in the manager's note. If no listed reason matches, write NEEDS_REVIEW. At most 8 words outside the code block.

Common mistakes when you ask AI for this

  • Using the last reason. The AI picks NO_BUDGET for Birch. Try: Add: "Use the first matching reason in each note."
  • Inventing codes. The AI writes MERGER for Fairmont. Try: Add: "If nothing matches, use NEEDS_REVIEW."
  • Spelling variants. The AI writes 'Legal Delay'. Try: Add: "Codes exactly as listed, capitals with underscores."
  • Extra text. The AI adds a table or reasoning. Try: Add: "One code block, at most 8 words outside it."

What a strong prompt includes

  • Names the header
  • Lists the codes
  • Uses the first reason
  • Falls back
  • Limits outside text

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