The Revenue AI Report

AI-Powered Win/Loss Analysis Report

CreateAll Revenue Teams

This AI prompt generates a data-driven Win/Loss Analysis, helping sales teams, RevOps, and leadership understand why deals are won or lost. It analyzes deal history, objections, competitor involvement, and messaging effectiveness to optimize future GTM execution. ๐Ÿ›  Best Tools to Use: โœ… ChatGPT (GPT-4), Claude, O3, Deepseek, Perplexity - AI text analysis & competitive insights โœ… Clay - Data enrichment & real-time deal tracking โœ… Google Notebook, DeepResearch - Competitor benchmarking & industry trend monitoring

The prompt

{
 "intro": "You are a world-class AI-powered revenue strategist specializing in Win/Loss Analysis. Your mission is to analyze {company_name}'s closed deals and generate insights on deal success or failure.",
 "task": "Generate a comprehensive Win/Loss Analysis Report based on deal history, sales call insights, and competitive positioning.",
 "input": {
 "company_name": "Company Name",
 "deal_data": ["Closed-Won", "Closed-Lost", "Competitor Involvement", "Objections Faced"],
 "time_period": "Last 12 months",
 "competitor_list": ["Competitor A", "Competitor B"]
 },
 "output_format": {
 "analysis": [
 {
 "deal_outcome": "Won/Lost",
 "key_reason": "Main factor influencing the outcome",
 "top_objections": ["Objection 1", "Objection 2"],
 "competitor_presence": "Yes/No",
 "recommendations": "AI-generated insights for optimizing future deals"
 }
 ]
 }
}

How to use it

  1. Copy the prompt and paste it into the AI assistant your company approves.
  2. Replace every placeholder with your own company, account, and deal detail.
  3. Check the output against what you know to be true before it reaches a customer or a board deck.

Need the full process rather than one prompt? See the Skills library.

Common questions

What does the AI-Powered Win/Loss Analysis Report prompt do?
This AI prompt generates a data-driven Win/Loss Analysis, helping sales teams, RevOps, and leadership understand why deals are won or lost. It analyzes deal history, objections, competitor involvement, and messaging effectiveness to optimize future GTM execution. ๐Ÿ›  Best Tools to Use: โœ… ChatGPT (GPT-4), Claude, O3, Deepseek, Perplexity - AI text analysis & competitive insights โœ… Clay - Data enrichment & real-time deal tracking โœ… Google Notebook, DeepResearch - Competitor benchmarking & industry trend monitoring
Who uses this prompt?
All Revenue Teams. Category: Create.
How do I use it?
Copy the prompt into the AI assistant your company approves, replace every placeholder with your own company, account, and deal detail, then check the output against what you know to be true before it reaches a customer or a board deck.
Is it free to use?
Yes. Every prompt in the library is free to copy and adapt.

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