Feature Prioritization Scorecard

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Score and rank features by user value, business value, effort, and risk to find your highest-priority work.

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About Feature Prioritization Scorecard

Paste a list of features with scores across four dimensions — User Value, Business Value, Effort, and Risk — and instantly get a ranked priority list. The weighted scoring formula rewards high user and business value while penalising high effort and risk: Score = (User Value + Business Value) × 2 − Effort − Risk. Each feature is also assigned a recommendation tier (Do First, Plan Next, or Consider Later) to help your team align on the roadmap in seconds.

How to use

  1. Enter one feature per line using the format: Feature Name | User Value (1–10) | Business Value (1–10) | Effort (1–10) | Risk (1–10).
  2. Click Convert to calculate the weighted priority score for each feature.
  3. Review the ranked list and recommendation tiers to guide your roadmap decisions.

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Frequently Asked Questions

FAQs about Feature Prioritization Scorecard

How is the priority score calculated?

Score = (User Value + Business Value) × 2 − Effort − Risk. The multiplier on value dimensions means a highly valuable, low-effort feature scores significantly higher than a low-value, high-effort one.

What do the recommendation tiers mean?

"Do First" means the feature scores in the top third and should be on your near-term roadmap. "Plan Next" means it is worth scheduling in the medium term. "Consider Later" means it has lower priority given current scores.

Can I adjust the scoring scale?

The tool uses a 1–10 scale for all dimensions. Keep your scoring consistent across features — calibrate by scoring a reference feature first and using it as a benchmark for the rest.

What is the difference between Effort and Risk?

Effort measures implementation complexity and time. Risk captures uncertainty — technical unknowns, regulatory concerns, or dependency on third parties. Both penalise the score to surface quick wins.

Can I use this for sprint planning?

Yes. Run the scorecard before each planning session to give your team an objective starting point. Use it alongside qualitative inputs like customer interviews and strategic context.