Proof of Usefulness Report

Troopr.ai

Analysis completed on 2/1/2026

+357
Proof of Usefulness Score
Certified Problem Solver

Troopr.ai is a verified, revenue-generating SaaS ($2.9M est. revenue, ~29 employees) with significant traction in the Atlassian/Slack ecosystem (1,000+ enterprise customers). However, the submission itself was of extremely low quality, containing false claims ('most people have used my product') and missing data ('marketcap: null'). While the project possesses high real-world utility and a solid B2B foundation comparable to the calibration benchmark, the score is penalized by the lack of specific evidence provided in the entry and the inflated audience claims.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+162.5
Audience Reach Impact+40.0
Technical Innovation+30.0
Evidence Of Traction+120.0
Market Timing Relevance+80.0
Functional Completeness+2.5
Subtotal+435
Usefulness Multiplierx0.82
Final Score+357

Project Details

Project URL
Description
Troopr AI Assistant and Work Management Platform for workplace productivity.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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