Proof of Usefulness Report

Scribbyo

Analysis completed on 2/19/2026

+25
Proof of Usefulness Score
You're In Business

Scribbyo is a generic AI content generation wrapper ('wrapper' around models like GPT) entering a highly saturated market. While the platform appears functional based on external searches, the project submission contains multiple critical red flags and verifiable falsehoods. The claim that 'most people have used my product' is contradicted by third-party traffic data showing negligible monthly visits (0–50 visits/month). The revenue figure is stated as 'marketcap', a term inapplicable to a private SaaS, suggesting a lack of business acumen or an attempt to mislead. With 'Internet' listed as the sole technology and no unique value proposition over free alternatives like ChatGPT, the project demonstrates minimal real-world utility and traction.

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Score Breakdown

Real World Utility+45
Quality Factor Utility+1
Audience Reach Impact+5
Quality Factor Reach+0.5
Technical Innovation+10
Quality Factor Innovation+0.5
Evidence Of Traction+10
Quality Factor Traction+0.5
Market Timing Relevance+20
Quality Factor Timing+1
Functional Completeness+10
Quality Factor Response+0.5
Subtotal+16
Usefulness Multiplierx1.15
Final Score+18

Project Details

Project URL
Description
Discover Scribbyo, the all-in-one AI content creation platform. Generate text, graphics, code, and voiceovers effortlessly for your business. Elevate your creativity with AI-driven innovations!

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