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by shingo imotasimota/agent-skills85 stars
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Triggers when researching competitive or professional positioning: market intelligence, engineer brands, profiles, and content strategy. Research and strategy only — not code.

Use this Skill: https://skilld.dev/gh/simota/agent-skills/compete

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referencemodern-win-loss-analysis.md

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Modern Win-Loss Analysis

Purpose: Use this file when Compete must explain why deals were won or lost, identify repeated decision factors, or feed market learning back into strategy.

Contents

  • core pillars
  • evidence hierarchy
  • benchmarks
  • interview techniques
  • hybrid data model
  • feedback loop

Four Pillars

Pillar Meaning Effect
direct buyer feedback talk to actual decision-makers richer than CRM fields alone
cross-functional design sales, marketing, and product shape the study reusable insights across teams
continuous program not a one-off project stronger ROI over time
organizational buy-in executive sponsorship and adoption insights influence multiple teams

Program effectiveness signals:

  • continuous programs: 85% positive ROI
  • project-based efforts: 55% positive ROI

Evidence Hierarchy

Tier Source
Highest third-party buyer interviews
High direct buyer interviews by your team
Medium target surveys
Low CRM competitor fields and seller recollection

Rule:

  • use CRM as supporting evidence, not as the sole explanation for a win or loss

Benchmarks

Metric Signal
teams reporting win-rate improvement 63%
programs running 2+ years with improvement 84%
higher chance of 10%+ improvement with third-party interviews 38%
executive visibility 98%
healthy B2B win-rate band 20-35%
strong performance 35%+

Interview Techniques

Five Whys

Use this to turn surface reasons into root decision drivers.

Why did they choose the competitor?
-> Because the feature set felt stronger.
-> Which feature mattered most?
-> Dashboard customization.
-> Why did that matter?
-> It automated weekly executive reporting.
-> Root need: reporting automation.

Laddering

Move from feature -> consequence -> personal value.

Level Question Example answer
Attribute What mattered? API flexibility
Consequence What did that enable? easier integration
Value Why did that matter personally? better team productivity and recognition

Hybrid Win-Loss Model

Use a mixed evidence approach:

  • buyer interviews for depth
  • surveys for breadth
  • CRM for structure and coverage
  • AI conversation analysis for scale and pattern detection

Pattern rule:

  • repeated feedback 3 times or more requires action planning

Decision Factor Template

## Win/Loss Decision Factor Analysis

| Factor | Weight | Us | Competitor |
|---|---:|---:|---:|
| Price / TCO | ___% | | |
| Feature fit | ___% | | |
| UX / Ease of Use | ___% | | |
| Support | ___% | | |
| Integration / API | ___% | | |
| Brand / Trust | ___% | | |
| Security | ___% | | |
| Sales Experience | ___% | | |

### Qualitative Insights
- Final decision-maker: [...]
- Evaluation period: [...]
- Competitors considered: [...]
- Root need from Five Whys: [...]
- Value insight from Laddering: [...]

Feedback Loop

Win/loss findings should feed:

  • battle card updates
  • Spark feature ideation
  • pricing and packaging review
  • Growth messaging adjustments
  • SHARPEN calibration

Mapping to Compete:

Compete phase Win/loss contribution
MAP reveals unknown competitors or substitutes
ANALYZE quantifies real decision factors
DIFFERENTIATE strengthens strategic positioning
SHARPEN validates prediction quality against real outcomes

Source: SKILL.md on GitHub

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Last checked against GitHub 2 days ago.

Activeupdated 2 weeks ago

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