Dev Request Prioritizer

Prioritize dev requests using RICE, ICE, or WSJF scoring frameworks. Track effort, plan sprints, and decide what to build next. Free online.

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How to Prioritize Dev Requests

  1. 1

    Add Your Development Requests

    Enter each feature request, bug fix, or improvement into the tool. Include a clear title, description, estimated effort in man-days, and any relevant notes or links to previous analysis.
  2. 2

    Score Each Request Across Dimensions

    Rate every request on customizable scoring dimensions such as customer impact, revenue potential, strategic value, and urgency. Each dimension is weighted so the scores that matter most to your team carry more influence.
  3. 3

    Review the Priority Matrix

    Switch to the Matrix tab to see all requests plotted on a value-vs-effort chart. Requests land in one of four quadrants: Quick Wins, Big Bets, Fill-ins, or Money Pit, giving you an instant visual of where to focus.
  4. 4

    Plan Sprints and Execute

    Use the Sprint tab to create time-boxed sprints with capacity limits. Drag high-priority items into the sprint or use Auto-fill to pull in the top-ranked requests automatically. Track progress on the Analytics tab.

Who Uses This Tool

1

Product Managers

Product managers use the Dev Request Prioritizer to turn a chaotic backlog into a ranked, data-driven roadmap. Weighted scoring removes gut-feel bias and makes stakeholder conversations objective.
2

Engineering Leads

Tech leads evaluate incoming requests against effort estimates and technical risk. The priority matrix highlights quick wins the team can ship this sprint and flags money-pit items that drain resources.
3

Startup Founders

Early-stage founders juggle limited engineering bandwidth with high-impact feature ideas. RICE and WSJF frameworks help them invest development time where it drives the most growth.
4

Agile Scrum Teams

Scrum teams import their backlog, score items collaboratively with stakeholder voting, and auto-fill sprints by priority. The tool replaces spreadsheet-based grooming sessions with a visual, shareable workflow.

Why use Dev Request Prioritizer?

Software teams often struggle with too many development requests and limited resources. This tool helps you objectively prioritize what to build next using a weighted scoring system inspired by RICE and WSJF frameworks. Score each request across multiple dimensions (customer impact, revenue impact, strategic value, etc.), estimate effort in man-days, and let the tool calculate priority scores. The visual matrix shows you quick wins vs big bets at a glance. All data is stored locally in your browser - no account needed, completely private.

The Dev Request Prioritizer is a free, browser-based tool that helps software teams decide what to build next. Instead of relying on the loudest voice in the room, you score each development request across weighted dimensions like customer impact, revenue potential, strategic value, and urgency. The tool calculates a composite priority score and plots every item on an interactive value-vs-effort matrix so you can spot quick wins immediately.

Built-in support for popular prioritization frameworks makes it easy to adopt an approach your team already knows. Choose RICE (Reach, Impact, Confidence, Effort), ICE (Impact, Confidence, Ease), WSJF (Weighted Shortest Job First from SAFe), or MoSCoW (Must/Should/Could/Won't). You can also create a fully custom formula. Pair this tool with the Sprint Capacity Calculator to ensure your sprint has realistic capacity, or use the Scope Creep Tracker to monitor feature bloat once development begins.

All data is stored locally in your browser, so nothing is uploaded to any server. Import requests from CSV, score them with your team, assign items to time-boxed sprints, and export the results as Markdown, CSV, or JSON. Whether you are a solo founder managing a backlog or a product manager coordinating across squads, this tool replaces messy spreadsheets with a structured, visual prioritization workflow. For collaborative estimation, try Story Point Poker, and track technical debt alongside feature work with the Tech Debt Register.

How It Compares

Most backlog prioritization happens in spreadsheets or project management tools that charge per seat. Jira and Linear offer scoring fields, but configuring weighted formulas requires plugins or workarounds. Dedicated tools like Productboard and Airfocus start at $20-50 per user per month and require account creation. The Dev Request Prioritizer on FindUtils is completely free, needs no signup, and runs entirely in your browser for maximum privacy.

Unlike spreadsheet-based approaches, this tool provides a built-in priority matrix, multiple scoring frameworks (RICE, ICE, WSJF, MoSCoW), sprint planning with capacity limits, stakeholder voting, and CSV/JSON import and export. It is ideal for teams that want structured prioritization without adding another SaaS subscription to their stack.

Tips for Better Prioritization

1
Start with the RICE framework if your team is new to weighted scoring. It balances reach, impact, confidence, and effort in a single formula.
2
Re-score requests every two weeks. Market conditions change, and a feature that scored low last month may be urgent today.
3
Use inverse scoring for risk and complexity dimensions so that higher-risk items are naturally penalized in the final ranking.
4
Enable the confidence modifier in Settings so that uncertain estimates are discounted. This prevents speculative items from jumping to the top.
5
Export your priority list as Markdown or CSV before sprint planning meetings so every stakeholder reviews the same data.

Frequently Asked Questions

1

How is the priority score calculated?

Priority Score = (Weighted Average of all dimension scores × 10) / √Effort. This formula rewards high-value, low-effort items while still considering important high-effort projects.
2

Can I customize the scoring dimensions?

Yes! Go to the Settings tab to add, edit, or remove dimensions. You can also choose from pre-built frameworks like RICE, ICE, or WSJF.
3

What do the matrix categories mean?

Quick Wins (top-left): High value, low effort - prioritize these. Big Bets (top-right): High value, high effort - plan carefully. Fill-ins (bottom-left): Low value, low effort - do when you have time. Money Pit (bottom-right): Low value, high effort - avoid.
4

Is my data saved?

Yes, all data is automatically saved to your browser's local storage. It persists across sessions but is only available on this device and browser.
5

What frameworks inspired this tool?

This tool includes built-in support for RICE (Reach, Impact, Confidence, Effort), ICE (Impact, Confidence, Ease), WSJF (Weighted Shortest Job First), and MoSCoW prioritization methods.

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