Proof of Usefulness Report

Alleo

Analysis completed on 1/9/2026

+227
Proof of Usefulness Score
Gaining Momentum

Alleo (withalleo.com) is a verified B2B visual collaboration platform operating in the enterprise niche, with confirmed employee headcount (11-50) and strategic partnerships (e.g., Webex). However, the submission quality is critically low, characterized by exaggerated claims ('most people have used my product') and lack of specific evidence. While the project demonstrates high real-world utility and technical competence suitable for a score in the 200-300 range (Comparable Scale/Small but Promising), the final rating is constrained by the significant gap between the submission's claims and verifiable reality.

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Score Breakdown

Real World Utility+93
Audience Reach Impact+24
Technical Innovation+45
Evidence Of Traction+35
Market Timing Relevance+40
Functional Completeness+1
Subtotal+239
Usefulness Multiplierx0.95
Final Score+227

Project Details

Project URL
Description
Alleois in the Enterprise Collaboration Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Messaging Communications
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