Proof of Usefulness Report

Ava

Analysis completed on 2/4/2026

+45
Proof of Usefulness Score
You're In Business

The submission describes 'Ava', an AI business assistant, linked to the domain 'ava.ai'. While 'ava.ai' appears to host a legitimate AI receptionist/sales product (distinct from the 'Ava' accessibility app and 'Ava' crypto token), the submission data is extremely poor and contains significant red flags. The claims of having '0' team members and that 'most people have used my product' are factually incorrect and damage credibility. The generic username 'SilentHunter' and numeric email alias further suggest a lack of serious professional engagement or potentially a test/spam submission. The score reflects the potential utility of the underlying technology found at the URL, heavily penalized for the complete lack of verifiable evidence and low-quality responses in the submission.

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Score Breakdown

Real World Utility+70
Quality Factor Utility+0.5
Audience Reach Impact+30
Quality Factor Reach+0.5
Technical Innovation+50
Quality Factor Innovation+0.5
Evidence Of Traction+20
Quality Factor Traction+0.5
Market Timing Relevance+60
Quality Factor Timing+0.5
Functional Completeness+10
Quality Factor Response+0.5
Subtotal+21.25
Usefulness Multiplierx1.1
Final Score+23

Project Details

Project URL

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