Backlog Prioritization for Jira (Lite)

by Appbox.ai

works with Jira Cloud

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Key highlights of the appPrioritize your Jira backlog with ICE, RICE, WSJF (SAFe) or your own scoring formula, and sort and search by Score with JQL

watch Backlog Prioritization for Jira (Lite) video

Score and rank your whole backlog

Build a score from your Jira fields with WSJF, RICE, ICE or your own formula, then sort, filter and search the backlog in one grid with JQL and quick filters.

Proven frameworks or your own formula

Start from ICE, RICE, WSJF or Value vs Effort, or write your own formula from your metrics, and switch the active method at any time.

The score right on the issue

Every issue shows its score and metric values in the issue view, so the team can review and adjust priority without leaving Jira.

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More details

Backlog Prioritization for Jira helps you work on what matters most. Build a score for every backlog item from your existing Jira fields, or start from a ready-made framework like WSJF, RICE or ICE.

👉 Explore the product - Live Demo

Lite features:

Interactive priority matrix: up to 5 metrics and 2 methods per project
Powerful issue grid with JQL and quick filters
Score in a Jira field: sort, filter and search by it with JQL
Score and metrics right on the issue view
Built on Atlassian Forge: no external servers, your data stays in Atlassian

Available in Pro 👇

Up to 50 metrics and 15 methods
Save searches as views
Inbuilt reports 📊
Custom permissions
Bulk update and CSV export
Prioritization history on every issue

🔥 Top new vendor: 2021-22

For inquiries and support please visit our support portal.

Resources

App documentation
Comprehensive set of documentation from the partner on how this app works

Privacy and Security

Privacy policy

Atlassian's privacy policy is not applicable to the use of this app. Please refer to the privacy policy provided by this app's partner.

Partner privacy policy

Security program

This app is not part of the Marketplace Bug Bounty program.

Integration permissions

Backlog Prioritization for Jira (Lite) integrates with your Atlassian app

Version information

Version 2.0.0•for Jira Cloud

Release date: Oct 30th 2026
Summary: New update: score gradients, tooltips, and bug fixes for Backlog Prioritization.
Details: We’re excited to announce the latest updates to Backlog Prioritization for Jira:
Score Gradient Visualization: Scores now display a color gradient, making it easier to spot high and low priorities at a glance.
Metric Tooltips: Hover over any metric to see a helpful tooltip explaining its purpose—perfect for new users or anyone needing a quick reminder.
Minor Bug Fixes: We’ve addressed several minor bugs to improve overall stability and performance.
Thank you for your feedback and support!
More information here - https://docs.appbox.ai/backlog-prioritization/v1-2-19-gradient-colours-for-score-metric-tooltip
Payment model: Paid via Atlassian
License type: Commercial