Proof of Usefulness Report

Expense Sensei

Analysis completed on 1/21/2026

-1
Proof of Usefulness Score
Lab Mode

The submission appears to be a low-effort or test entry with significant red flags. The claim 'most people have used my product' is demonstrably false as the domain 'expense-sensei.com' has no discernible web presence, traffic, or verified history. The project lacks technical details, business metrics, or a realistic audience definition ('everyone'). Consequently, the project receives a negative score consistent with the calibration for submissions with no verifiable traction and misleading claims.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.00
Technical Innovation+0.00
Evidence Of Traction-2.50
Market Timing Relevance+0.50
Functional Completeness+0.00
Subtotal-0.75
Usefulness Multiplierx1.15
Final Score-1

Project Details

Description
Expense Senseiis in the Finance-Accounting Tech Industry

Algorithm Insights

Market Position
Early stage requiring focused development
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