Proof of Usefulness Report

Attinio

Analysis completed on 3/19/2026

+67.93

Proof of Usefulness Score

You're In Business

The submission lacks credible details and features significant red flags. Claims of reaching 'everyone' and 'most people have used my product' are unsubstantiated and hyperbolic. The reported 'all time marketcap: 2500000' indicates a cryptocurrency token rather than verifiable SaaS revenue or standard traction. Technological innovation is extremely vague, listing only 'Internet'. Because of these issues, all quality factors have been heavily penalized (0.5), resulting in a very low overall PoU score.

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Score Breakdown

Real World Utility+37.5

Audience Reach Impact+5.0

Technical Innovation+3.75

Evidence Of Traction+0

Market Timing Relevance+25.0

Functional Completeness+0.25

Subtotal+71.5

Usefulness Multiplierx0.95

Final Score+68

Project Details

Project URL

attinio.ai

Description

Building software to reduce the time needed for organizations to implement machine learning models, artificial intelligence, and multi-agent systems. You define what you want, and we'll focus on the how.

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