Feature Prioritization Analysis

AI-powered feature prioritization tool for product management decisions

Total Features Analyzed

5

Top Priority Feature

User Authentication System

Average Priority Score

8.2

Feature Priority Rankings

Rank	Feature Name	Priority Score	User Value	Dev Effort	Business Impact
1	User Authentication System	12	5/5	3/5	5/5
2	Payment Processing Integration	10	5/5	4/5	4/5
3	Dashboard Analytics	8	4/5	3/5	3/5
4	Mobile Responsiveness	7	4/5	4/5	3/5
5	Custom Theming Options	4	3/5	4/5	2/5

Priority Score Visualization

Scoring Methodology

The priority score for each feature is calculated using the following formula:

Priority Score = (User Value × 2) + Business Impact - Development Effort

This methodology emphasizes user value (doubled) and business impact while accounting for development costs.

User Value (1-5)

Higher values indicate greater benefit to end users

Development Effort (1-5)

Higher values indicate more effort/cost to implement

Business Impact (1-5)

Higher values indicate greater value to business goals

Implementation Recommendations

1. Immediate Implementation

Begin with the User Authentication System (Score: 12) as it provides critical security functionality with high user and business value relative to development effort.

2. Near-Term Development

Follow with Payment Processing Integration (Score: 10) to enable revenue generation capabilities as soon as possible after securing the application.

3. Mid-Term Development

Implement Dashboard Analytics and Mobile Responsiveness (Scores: 8, 7) as enhancement features after core functionality is established.

4. Low Priority Features

Defer Custom Theming Options (Score: 4) as it offers limited business value relative to development effort and can be considered for future enhancement phases.

Notable Features

Highest Scoring Feature

User Authentication System

This feature scored exceptionally well due to maximum user value (5/5) and business impact (5/5) ratings combined with moderate development effort (3/5). Authentication provides foundational security that benefits all users while enabling other key features.

Lowest Scoring Feature

Custom Theming Options

With a score of only 4 points, this feature demonstrates a poor value-to-effort ratio. While it offers some user value (3/5), the high development cost (4/5) and minimal business impact (2/5) make it a lower priority compared to other features.

Analysis generated by Feature Prioritization AI. Scores based on provided ratings for User Value, Development Effort, and Business Impact.

Feature Prioritization Tool