Proof of Usefulness Report

American Airlines Group

Analysis completed on 1/10/2026

+649
Proof of Usefulness Score
Category Standard

The submission represents American Airlines Group, a major global entity with massive verifyable traction ($36B+ market cap reference) and reach. However, the submission quality is extremely low ('SwiftFang', vague descriptions), which penalizes the response quality and innovation scores. The high score is driven entirely by the undeniable real-world utility and scale of the existing business, despite the poor presentation.

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Score Breakdown

Real World Utility+225
Audience Reach Impact+200
Technical Innovation+7
Evidence Of Traction+300
Market Timing Relevance+30
Functional Completeness+1
Subtotal+763
Usefulness Multiplierx0.85
Final Score+649

Project Details

Project URL
aa.com
Description
American Airlines Group, operating under the domain aa.com, is a major American airline holding company headquartered in Fort Worth, Texas. It is the parent company of American Airlines, one of the largest airlines in the world. The company provides extensive domestic and international flight services, connecting passengers to numerous destinations across the globe. American Airlines Group is known for its commitment to customer service, innovation in the aviation industry, and a comprehensive loyalty program through the AAdvantage program. The company also focuses on sustainability and operational efficiency, striving to enhance the travel experience for its customers.
Audience Reach
everyone
Target Users
everyone
Technologies
Travel Hospitality, Climatetech, Entrepreneurship
Traction Evidence
most people have used my product

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