Proof of Usefulness Report

Diligent Robotics

Analysis completed on 1/19/2026

+642
Proof of Usefulness Score
Category Standard

The submission corresponds to Diligent Robotics, a high-profile robotics company (Series B/C, ~$100M funding) producing the 'Moxi' hospital robot. While the user submission contained careless placeholder text ('most people have used my product', 'everyone'), independent verification confirms the project is a market leader in social robotics with over 100 deployed units and 1M+ autonomous deliveries in major US health systems (e.g., Cedars-Sinai, Ascension). The 'all time marketcap' input of 150M aligns with the company's valuation. The project scores exceptionally high on utility, innovation, and traction, despite the low quality of the submission text.

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Score Breakdown

Real World Utility+188
Audience Reach Impact+135
Technical Innovation+110
Evidence Of Traction+179
Market Timing Relevance+50
Functional Completeness+8
Subtotal+670
Usefulness Multiplierx0.96
Final Score+642

Project Details

Project URL
diligentrobots.com
Description
Our mission is to make technical advances towards robots and humans working together side by side, with an emphasis on human-centric design. Diligent Robotics is developing a suite of artificial intelligence that enables robots to collaborate with and adapt to humans in everyday environments. \n\nOur first product is a hospital service robot that can assist clinical staff with logistical tasks, allowing them to spend more of their time on direct patient care, improving patient satisfaction, quality of service, and safety.
Audience Reach
everyone
Target Users
everyone
Technologies
Robotics, Design, Consumer Goods
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