Proof of Usefulness Report

Tangible AI

Analysis completed on 3/17/2026

+237

Proof of Usefulness Score

Gaining Momentum

Tangible AI targets a noble and relevant mission by building AI solutions for nonprofits and social businesses. However, the submission is critically undermined by vague details, blank fields, and absurd claims such as 'most people have used my product' alongside an audience reach of 'everyone'. While the 2019 launch date and stated team size of 30 suggest some operational capacity, the severe lack of verifiable traction and extremely poor response quality result in heavy penalties across most criteria.

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Score Breakdown

Real World Utility+150

Audience Reach Impact+10

Technical Innovation+22.5

Evidence Of Traction+12.5

Market Timing Relevance+60

Functional Completeness+2.5

Subtotal+257.5

Usefulness Multiplierx0.92

Final Score+237

Project Details

Project URL

tangibleai.com

Description

We help social impact organizations build intelligent solutions for a more equitable, just, and sustainable world. Tangible AI helps nonprofits and social businesses serve people scalably and efficiently with custom chatbots, analytics and machine learning solutions.

Algorithm Insights

Market Position

Growing utility with room for optimization

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