Proof of Usefulness Report

Harmonize

Analysis completed on 1/23/2026

+334
Proof of Usefulness Score
Certified Problem Solver

Harmonize (parent of AttendanceBot, OfficeAmp, ExpenseTron) is a verified, established SaaS business with significant traction in the Slack/Teams ecosystem (100k+ users, major enterprise clients). While the submission itself was low-effort and contained hyperbolic claims ('everyone', 'most people'), independent verification confirms high real-world utility, strong revenue potential, and a solid user base. The project scores highly on traction and utility, comparable to the HackerNoon calibration benchmark, despite the poor response quality.

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Score Breakdown

Real World Utility+90.0
Audience Reach Impact+64.0
Technical Innovation+39.0
Evidence Of Traction+90.0
Market Timing Relevance+34.0
Functional Completeness+1.0
Subtotal+318
Usefulness Multiplierx1.05
Final Score+334

Project Details

Project URL
Description
Harmonize is a people-friendly chat-based HR system, that lets you create a fun and collaborative workplace. You can find our chat bots on Slack and Microsoft Teams. Search for AttendanceBot, OfficeAmp and ExpenseTron. \n\n

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