Feature Prioritization Templates

Compare features objectively with structured scoring frameworks. These templates cover every major prioritization methodology used by product teams.

Why This Matters

Without a framework, prioritization becomes a popularity contest. The loudest stakeholder wins, not the highest-impact feature. Structured scoring removes politics from the process.

How to Use These Templates Together

Choose your framework: RICE for data-driven teams, ICE for fast decisions, MoSCoW for stakeholder alignment

Score all candidate features using the chosen template

Use the Prioritization Matrix to visualize results (impact vs effort quadrants)

The premium RICE Scoring Matrix auto-calculates scores with conditional formatting

The premium Feature Prioritization Board combines ICE + WSJF + MoSCoW in separate tabs

Present results using the Value vs Effort Template in your next planning session

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Templates in This Collection

RICE Scoring Template for Prioritization

A ready-to-use RICE scoring template with tables for Reach, Impact, Confidence, and Effort. Includes a worked example scoring 6 B2B SaaS features.

20 minPro version available

ICE Scoring Template for Prioritization

Score and prioritize features using the ICE framework. Rate each feature on Impact, Confidence, and Ease to calculate a composite score for data-driven...

15 minutes

Prioritization Matrix Template for Prioritization

A 2x2 Value vs Effort prioritization matrix template with quadrant labels, scoring guide, and a worked example for a project management SaaS.

20 min

Weighted Scoring Template for Prioritization

Build a custom weighted scoring model for feature prioritization. Define your own criteria, assign weights, and score features to produce a defensible...

15 minutes

Premium Versions (Template Pro)

These premium templates are multi-tab Excel spreadsheets with real formulas, auto-calculations, conditional formatting, and data validation. They work in Google Sheets too.

⚡rice scoring matrix

ExcelGoogle SheetsFormulas

⚡feature prioritization board

ExcelGoogle SheetsFormulas

Frequently Asked Questions

Which prioritization framework should I use?+

RICE is best for data-driven teams with clear reach/impact estimates. ICE is faster for quick gut-check prioritization. MoSCoW works well for requirements workshops with stakeholders. WSJF is ideal for SAFe/agile teams. Try our Prioritization Quiz to find your fit: ideaplan.io/tools/prioritization-quiz

What is the difference between basic and premium templates?+

Basic templates are 4-slide PowerPoints with placeholder sections. Premium templates are multi-tab Excel spreadsheets with auto-calculated scores, dropdown inputs, conditional formatting (red/amber/green), and data validation. They work in Google Sheets too.

Can I use multiple frameworks together?+

Yes. The premium Feature Prioritization Board has ICE, WSJF, and MoSCoW in separate tabs with a unified ranking view. Score with multiple frameworks and compare results.

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