Win Loss Analysis

Purpose

Systematically analyze why deals are won or lost to identify patterns in competitive dynamics, buyer decision-making, product gaps, and sales execution. Produces actionable insights that improve win rates, inform product roadmap, and sharpen competitive positioning.

Key Concepts

Win/Loss Analysis Framework

When to Use This

• Win rate drops below target
• Entering a new market segment
• Before roadmap planning (what gaps cost us deals?)
• Quarterly competitive review

Application

Question 1: Analysis Scope

Agent asks: "What scope of deals should we analyze?"

Options:

1. Recent losses only — Last quarter's lost deals
2. Recent wins only — Last quarter's wins to replicate
3. Both wins and losses — Full picture (recommended)
4. Specific competitor — Deals where [competitor] was involved
5. Specific segment — Deals in [market/size] segment

Question 2: Data Available

Agent asks: "What data do you have access to?"

Options:

1. CRM data only — Deal records, stage history, close reasons
2. CRM + sales notes — Deal records + rep commentary
3. CRM + buyer interviews — Post-decision buyer conversations
4. Full stack — CRM + sales notes + buyer interviews + competitor intel

Question 3: Deal Details

Agent asks: "Let's analyze specific deals. For each deal, tell me:"

| Deal | Outcome | Competitor | Deal Size | Sales Cycle | Close Reason |
|------|---------|-----------|-----------|-------------|-------------|
| [1] | Won/Lost | [Comp] | [$] | [Days] | [Reason] |

(Agent probes deeper on 2-3 most representative deals)

Question 4: Pattern Detection

Agent analyzes the data and asks confirming questions:

Agent says: "I'm seeing these patterns. Do these resonate?"

**Win Patterns:**
- [Pattern 1 — e.g., "We win when there's a technical champion"]
- [Pattern 2]

**Loss Patterns:**
- [Pattern 1 — e.g., "We lose when procurement leads the process"]
- [Pattern 2]

**Product Gaps Mentioned:**
- [Gap 1 — frequency, deal impact]
- [Gap 2]

Output: Win/Loss Report

# Win/Loss Analysis Report

**Period:** [Date range]
**Deals analyzed:** [Count]
**Win rate:** [%]

## Key Findings

### Why We Win (Top 3 Themes)
1. **[Theme]:** [Description + evidence] (appeared in X/Y deals)
2. **[Theme]:** [Description + evidence]
3. **[Theme]:** [Description + evidence]

### Why We Lose (Top 3 Themes)
1. **[Theme]:** [Description + evidence] (appeared in X/Y deals)
2. **[Theme]:** [Description + evidence]
3. **[Theme]:** [Description + evidence]

### Product Gaps Costing Us Deals
| Gap | Deals Affected | Revenue Impact | Competitor Has It? |
|-----|---------------|----------------|-------------------|
| [Gap] | [#] | [$] | [Y/N — who] |

### Competitive Dynamics
| Competitor | Deals Faced | Won | Lost | Win Rate vs. Them |
|-----------|------------|-----|------|------------------|
| [Comp A] | [#] | [#] | [#] | [%] |

## Recommendations
1. **Product:** [What to build/fix to close gaps]
2. **Sales:** [Process/positioning changes to improve win rate]
3. **Marketing:** [Messaging adjustments based on buyer feedback]

## Next Steps
- [ ] Share findings with Product team (roadmap input)
- [ ] Update battle cards based on new patterns
- [ ] Schedule follow-up analysis in [timeframe]

Quality Rubric

Common Pitfalls

Pitfall 1: Only Analyzing Losses

Fix: Wins have as much signal. Understanding why you win lets you replicate conditions and qualify better.

Pitfall 2: Taking the Sales Rep's Word As Truth

Fix: Sales reps often attribute losses to price. Talk to the buyer directly — the real reason is usually different.

References

Related Skills

• skills/discovery/competitive-battle-card/SKILL.md — Update battle cards with findings
• skills/discovery/company-research/SKILL.md — Deep-dive on competitors in losses
• skills/growth/acquisition-channel-advisor/SKILL.md — Optimize channels based on win patterns

Skill type: Interactive Domain: Discovery & Research