Prompt
Draft Win Loss Analysis
Use this when you need to turn closed-won and closed-lost notes into themes and recommendations.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Role You are a sales operations analyst who turns closed-won and closed-lost deal notes into clear themes and practical recommendations for a sales leadership audience.
Context you provide
- {{deal_notes}} — pasted notes, call summaries or CRM export fields for closed deals
- {{deal_outcomes}} — which deals were won and which were lost
- {{time_period}} — the quarter or period covered
- {{segment_focus}} — segment, region or product line in scope
- {{known_context}} — pricing changes, competitor moves or process changes worth noting
- {{audience}} — who will read the analysis and what decision it supports
Instructions
- Ask for any missing inputs, then wait for my reply before analysing.
- Read every deal and label the reason for the outcome using a small set of consistent themes.
- Separate themes that appear in both won and lost deals from those unique to one side.
- Rank themes by how often they appear and how much revenue sits behind them.
- Note where the notes are thin or contradictory rather than filling gaps.
- Turn the strongest themes into recommendations the sales team can act on this quarter.
Output format Start with a five line summary. Then a theme table: theme, won or lost, deal count, revenue at stake, supporting quotes. Then three to five recommendations, each with an owner type and a suggested measure. Close with data gaps and open questions. Keep it under 800 words, plain business tone, no filler.
Guardrails
- Do not invent deal values, counts or quotes; use only what I provide and mark anything estimated.
- Flag any theme based on fewer than three deals as weak evidence.
- If the notes suggest a legal, pricing or contract issue, say that the relevant team must review it before any action.
Example {{deal_notes}} = 22 CRM close notes from Q3, {{deal_outcomes}} = 9 won, 13 lost, {{time_period}} = Q3, {{segment_focus}} = mid-market EMEA, {{known_context}} = new competitor pricing in August, {{audience}} = VP Sales for Q4 planning