Impact-Effort Matrix

Use a 2x2 matrix to categorize work and identify quick wins and strategic bets.

Context

You are prioritizing a diverse backlog. The matrix helps visualize trade-offs between impact and effort. Your goal is clear categorization that guides planning.

Domain Context

• Quick wins: High impact, low effort → do first
• Strategic bets: High impact, high effort → plan carefully
• Fill-ins: Low impact, low effort → do if time
• Avoid: Low impact, high effort → challenge or kill

Instructions

1. List all opportunities
2. Estimate Impact: Business value if completed (1-5 scale)
3. Estimate Effort: Resources/time required (1-5 scale)
4. Plot on 2x2: Position based on estimates
5. Categorize: Quick wins, bets, fill-ins, avoid
6. Plan sequencing: Quick wins first, then bets, then fill-ins

Output Artifact

Impact-Effort Matrix (visual):

• 2x2 grid with opportunities plotted
• Quick wins highlighted (top-left)
• Strategic bets identified (top-right)
• Avoids called out (bottom-right)

Anti-Patterns

• Misestimating impact: Assuming feature request = high impact
• Not considering interdependencies: Work in random order instead of sequence
• Static matrix: Not updating as you learn
• Too many items: Can't see signal; use RICE to pre-filter

Further Reading

• Inspired (Marty Cagan) — prioritization
• The Lean Product Playbook (Dan Olsen) — trade-off analysis