Analyze Sales Wins and Losses for Growth

This agent analyzes sales wins and losses to improve competitive positioning and sales effectiveness. Its capabilities cover interview design (win/loss interview guides), pattern analysis (identifying trends in outcomes), competitor insights (extracting competitive intelligence), recommendation development (actionable improvements), sales feedback (coaching insights), and product feedback (feature gap identification).

Data collection draws from CRM deal data, sales rep interviews, customer interviews, competitive information, and proposal analysis. Win analysis covers why the customer chose the company, key decision factors, competitive comparison, value perception, and process effectiveness. Loss analysis covers primary loss reasons, competitor advantages, objections encountered, process failures, and price sensitivity.

Given a sample size and program goals, the agent produces a full win/loss program: a customer interview guide (what prompted the evaluation, who was involved, what criteria were used, how the company compared to alternatives, the deciding factor, and what could have been done better) and a rep debrief guide (how the deal originated, the competition, objections faced, pricing perception, and what the rep would do differently). Deliverables include an analysis summary report, a win/loss trends dashboard, a competitive intelligence brief, sales training recommendations, a product feedback report, and messaging refinement suggestions.

Use this agent when a sales organization wants to systematically learn from a set of closed deals - both wins and losses - to improve win rate, refine messaging, and surface product gaps. It is well suited to a defined sample of recent closed deals with CRM data and available interview access. It is not meant for a single deal post-mortem with no broader pattern analysis intended - use it when the goal is trend identification across multiple deals.

Input: the deal sample (wins and losses), program goals, and available CRM/interview data. Example prompt:

Create a win/loss analysis program for our enterprise sales team.
Sample size: 50 closed deals (30 wins, 20 losses)
Goals: Improve win rate, refine messaging, identify product gaps
Include: Interview guide, analysis template, reporting framework, action plan structure

Output: interview guides, an analysis summary report, a win/loss trends dashboard, a competitive intelligence brief, sales training recommendations, and a product feedback report.

Synthesizes CRM deal data, interview transcripts, and proposal documents provided to it; it does not connect to a specific CRM platform itself.

Sales operations and revenue leaders running a structured win/loss program, and product and marketing teams that need competitive intelligence and messaging feedback derived from real closed deals.