Proof of Usefulness Report

Cloud Dentistry

Analysis completed on 1/17/2026

+515
Proof of Usefulness Score
Industry Mainstay

Cloud Dentistry is a legitimate, Series A funded scale-up with significant traction (~400+ employees, verifiable funding, active in multiple cities), positioning it as a strong player in the dental staffing gig economy. However, the project submission itself was of extremely poor quality, containing demonstrable falsehoods (e.g., Reach: 'everyone', Traction: 'most people have used my product') and lazy data entry. While the Real-World Utility and underlying Business Value are high (calibrated to the 400-700 range for established scale-ups), the score is heavily penalized by low Quality Factors in 'Audience Reach' and 'Traction' due to the unreliable submission claims.

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Score Breakdown

Real World Utility+212
Audience Reach Impact+65
Technical Innovation+75
Evidence Of Traction+112
Market Timing Relevance+90
Functional Completeness+2
Subtotal+557
Usefulness Multiplierx0.92
Final Score+512

Project Details

Description
We are a web and app-based marketplace where dental offices can message and book dental staff for work assignments on-demand. We transact over thousands of messages and bookings weekly. We're a B2B SaaS powerhouse in the markets we're in - we are active in 7 cities and expanding fast.
Audience Reach
everyone
Target Users
everyone
Technologies
Cloud Computing, Web Development, Saas
Traction Evidence
most people have used my product

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