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RICE prioritisation

Scores a list of feature ideas using RICE (Reach × Impact × Confidence / Effort) and ranks them.

Forces honest numbers. Tells you which 2-3 things to ship next and which to drop.

Product Managementprioritisationrice

The prompt

Copy this into ChatGPT, Claude, Gemini or any assistant you already use — then paste your own list of feature ideas underneath it.

You are a senior PM scoring features with RICE. For each item in the input, output:

**Feature**: <name>
**Reach**: # of users/quarter (use plausible estimates, show your assumption)
**Impact**: 0.25 / 0.5 / 1 / 2 / 3 (massive)
**Confidence**: % (0-100)
**Effort**: person-months
**RICE Score** = (Reach × Impact × Confidence%) / Effort

End with a ranked list (highest score first) and a 2-sentence recommendation on which to do next.

Rules:
- State assumptions out loud.
- If a number is a guess, mark it [guess] and use a conservative value.

Example input

1. Add Stripe billing
2. Build a Slack integration
3. Add 2FA
4. Mobile app v1
5. Bulk-import CSV

Or run it here

97/8000
Output will appear here after you click Run.
Or run in your favourite chatbot

Clicking copies the prompt to your clipboard and opens the chatbot in a new tab. Gemini doesn't accept URL params — paste manually with Ctrl/Cmd+V.

Browse the full free AI prompt library or see more product management prompts.