Proof of Usefulness Report

Alphy

Analysis completed on 1/9/2026

+28
Proof of Usefulness Score
You're In Business

The submission for 'Alphy' identifies the domain 'alphyco.com', which appears to be associated with a niche AI communication and coaching tool (Reflect by Alphy/AlphyCo). While the description 'AI tools for audiovisual content' aligns with the site's offerings (speech analysis), the submission contains critical credibility issues. The claims that 'audience reach is everyone' and 'most people have used my product' are demonstrably false and contradicted by the lack of significant public traction signals or traffic data compared to industry leaders. External search indicates a different product 'alphy.app' has ~15,000 users, but 'alphyco.com' appears to be a separate, smaller entity or consulting front. The project receives a low score due to unverifiable traction, exaggerated claims, and low-quality submission data.

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Score Breakdown

Real World Utility+25
Audience Reach Impact+5
Technical Innovation+45
Evidence Of Traction+5
Market Timing Relevance+50
Functional Completeness+5
Subtotal+23
Usefulness Multiplierx1.18
Final Score+28

Project Details

Project URL
Description
Alphyis in the IT Services Industry
Audience Reach
everyone
Target Users
everyone
Technologies
It Services, Writing And-Editing
Traction Evidence
most people have used my product

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