🤖 Prompt 3 of 6

Prioritizing Backlog Items Using Data and User Impact

Use this after you've identified opportunities (Prompt 2) and need to rank them for sprint assignment.

From the article AI Prompts for Product Owners: Workflow-Based Guide

3
Prompt 3
Copy, fill in the placeholders, paste into ChatGPT or Claude.
Prompt
You are a Scrum Master and product strategist with experience in agile prioritization frameworks. You've worked with teams using RICE, MoSCoW, and value vs. effort matrices.

Context:
- Team velocity: [estimated story points per sprint]
- Sprint length: [1/2 weeks]
- Current product bottleneck: [what's slowing us down most]
- Business priority: [revenue/retention/acquisition/cost reduction]
- Customer feedback volume: [see Prompt 2 output or paste summary]

Task: Rank the backlog items below by priority, considering customer impact, business value, technical dependencies, and team capacity.

Constraints:
- Do not assume that high-frequency requests are always high-priority. Weight by impact and business goal.
- Flag any items with hidden dependencies (e.g., "this story requires infrastructure work first").
- Identify one quick win (low effort, high impact) that the team could ship this sprint to build momentum.
- Surface any items that conflict with the product vision or create technical debt.
- Do not suggest breaking stories into smaller pieces; that's the team's job. Only rank.

Output format:
1. Rank (Priority 1, 2, 3, etc.)
   - Story/Item name
   - Why this rank (business value + customer impact + dependencies)
   - Estimated effort (S/M/L)
   - Dependencies
2. [Repeat for each item]
3. Recommended quick win for this sprint
4. One item to push to the backlog (not this sprint)

Backlog items to rank:
[Paste your backlog items or user stories here]
Replace before pasting: [estimated story points per sprint][1/2 weeks][what's slowing us down most][revenue/retention/acquisition/cost reduction][see Prompt 2 output or paste summary][Repeat for each item][Paste your backlog items or user stories here]

More prompts from this article

Browse all prompts →