Win/Loss Deal Analysis

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Analyzes closed-won and closed-lost sales deals to identify root causes of deal outcomes beyond superficial CRM close reasons.

The Win/Loss Deal Analysis skill helps product managers and product marketers turn CRM deal records into actionable product and positioning insights. Grounded in behavioral customer research principles, it separates stated CRM dropdown reasons like 'lost on price' from actual sales stage drop-offs, buyer engagement patterns, and competitor dynamics. By benchmarking losses against a control group of wins, segmenting by deal size and motion, and evaluating where deals stall in the pipeline, this skill delivers an evidence-backed markdown report with prioritized, accountable action items for roadmaps, pricing, and messaging.

Key Features

01Validates pricing claims by comparing discount depth and segment clustering
02Maps deal drop-offs by funnel stage to pinpoint positioning vs. product issues
03Separates superficial CRM dropdown close reasons from behavioral drop-off data
04Evaluates win and loss cohorts simultaneously to maintain control group rigor
05Generates an actionable markdown report with confidence intervals and designated owners
066 GitHub stars

Use Cases

01Diagnosing sudden shifts in sales close rates with empirical deal evidence
02Validating or debunking repeated sales objections before altering product roadmaps or pricing
03Conducting quarterly product marketing win/loss reviews across distinct customer segments