Prioritization Frameworks Track

Use this track to compare feature requests and explain your priorities. It covers RICE, ICE, impact/effort, Kano, and weighted scoring, with calculators for trying each method.

Why this track matters

If you have 100 feature requests and can build 10, you need a way to compare them. A scoring method makes the estimates and criteria visible, so you can discuss the choices with stakeholders.

You'll learn to answer questions like:

• "What should we build next?"
• "Why are we saying no to this?"
• "How do we compare different ideas?"
• "What will delight customers most?"

What you'll learn

RICE scoring

• Calculate Reach, Impact, Confidence, and Effort
• Apply consistent scoring rubrics
• Avoid common RICE pitfalls
• Communicate priorities clearly

ICE Framework

• Simplify scoring for rapid decisions
• Balance Impact, Confidence, and Ease
• Compare growth experiment ideas
• Quick prioritization sessions

Impact/Effort Matrix

• Visual prioritization for stakeholders
• Identify quick wins and big bets
• Facilitate priority discussions
• Make trade-offs transparent

Kano Model

• Categorize features by customer delight
• Identify must-haves vs delighters
• Prevent feature bloat
• Focus on satisfaction drivers

Weighted Scoring

• Create custom scoring criteria
• Align with strategic objectives
• Handle complex trade-offs
• Build stakeholder consensus

Suggested schedule

Week 1: Foundation

• Understanding prioritization principles
• RICE and ICE frameworks
• Building scoring rubrics

Week 2: Visual Methods

• Impact/Effort matrices
• Kano model application
• Feature categorization

Week 3: Advanced Techniques

• Weighted scoring systems
• Multi-criteria decision analysis
• Stakeholder alignment tactics

How to use the track

This track emphasizes practical application:

1. Interactive Tools: Use our prioritization calculators
2. Backlog practice: Apply the examples to your own product backlog
3. Template Library: Ready-to-use scoring sheets
4. Group Exercises: Practice stakeholder alignment

Who this track is for

Useful for

• PMs drowning in feature requests
• Product leaders needing explicit comparison criteria
• Teams struggling with alignment
• Anyone who needs to say no better

Prerequisites

• Basic PM experience
• Understanding of product metrics
• Access to a real backlog (optional)

Time commitment

• Total Duration: 3 weeks
• Weekly Time: 2-3 hours
• Format: Self-paced learning
• Exercises: 30 minutes per module

Reading order

1. Start Here: RICE Scoring: Data-Driven Prioritization
2. Simplify: ICE Framework for Quick Decisions
3. Visualize: Impact/Effort Matrix Guide
4. Delight: Kano Model for Feature Selection
5. Customize: Weighted Scoring for Complex Decisions

Practice milestones

Track your progress with these milestones:

• Score your current backlog with RICE
• Create an impact/effort matrix
• Run a Kano survey with users
• Facilitate a prioritization workshop