Proof of Usefulness Report

Trackr

Analysis completed on 2/2/2026

+23
Proof of Usefulness Score
You're In Business

Trackr is a very early-stage prototype (MVP) leveraging Gemini AI to solve the friction of manual expense tracking. While the problem is genuine and the technical approach is modern, the project currently lacks a user base ('almost 10 people'), revenue, or a deployed public platform (URL points to a Drive file). It represents a promising student or hobbyist project but has not yet demonstrated market viability or traction.

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Score Breakdown

Real World Utility+10.0
Audience Reach Impact+1.0
Technical Innovation+4.8
Evidence Of Traction+2.5
Market Timing Relevance+4.0
Functional Completeness+1.5
Subtotal+23.8
Usefulness Multiplierx0.96
Final Score+23

Project Details

Description
Introducing Trackr, an AI powered expense tracker
Audience Reach
Almost 10 people
Target Users
People that value clarity on there finances
Technologies
Other, Flutter, nextjs, Gemini API
Traction Evidence
https://youtu.be/U3RkyxLifBo?si=foxSNtg8LgUIwZ0s

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline