Proof of Usefulness Report

Yahoo

Analysis completed on 2/1/2026

+455
Proof of Usefulness Score
Industry Mainstay

The project represents 'Yahoo', a legacy tech giant with massive historical reach and real-world utility. However, the submission itself is low-quality, likely unofficial (personal email, generic descriptions, missing metrics), and lacks verifiable internal data. While the entity's global scale guarantees high baseline scores for Utility and Reach, significant penalties (Qi=0.5) were applied to Traction and Innovation due to the lack of evidence and inaccurate tagging ('banking') in the submission. The score reflects a major brand weighed down by a poor proof-of-claim.

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Score Breakdown

Real World Utility+212.5
Audience Reach Impact+95.0
Technical Innovation+37.5
Evidence Of Traction+112.5
Market Timing Relevance+40.0
Functional Completeness+2.5
Subtotal+500
Usefulness Multiplierx0.91
Final Score+455

Project Details

Project URL
yahoo.com
Description
Yahoo is a global media and technology company that provides a wide range of services, including a popular web portal, search engine, email services, news, finance, sports, and entertainment content. Founded in 1994, Yahoo was one of the pioneers of the early internet era and has since evolved to offer a diverse array of digital products and services. The company is known for its personalized content and innovative technology solutions, catering to millions of users worldwide. Yahoo continues to be a significant player in the digital media landscape, focusing on delivering engaging and relevant experiences to its audience.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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