Proof of Usefulness Report

Guardian Life Ins. Co. of America

Analysis completed on 1/22/2026

+606
Proof of Usefulness Score
Category Standard

Guardian Life is a major Fortune 250 mutual insurance company with established real-world utility and massive verified traction (~$13B revenue). However, the project submission itself is of extremely low quality, containing vague 'everyone' audience claims and unsupported hyperboles ('most people have used my product'). While the entity's scale warrants a high baseline score (fitting the 400-700 range for large corporations), the score is suppressed by the lack of detailed evidence in the submission, particularly regarding technical innovation and specific user metrics.

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Score Breakdown

Real World Utility+237.5
Audience Reach Impact+190.0
Technical Innovation+22.5
Evidence Of Traction+125.0
Market Timing Relevance+60.0
Functional Completeness+2.5
Subtotal+637.5
Usefulness Multiplierx0.95
Final Score+606

Project Details

Project URL
Description
Guardian Life Insurance Company of America, accessible through its domain guardianlife.com, is a leading mutual life insurance company in the United States. Established in 1860, Guardian Life offers a wide range of insurance products and services, including life insurance, disability income insurance, annuities, and dental insurance. The company is committed to helping individuals, families, and businesses achieve financial security and peace of mind. As a mutual company, Guardian Life is owned by its policyholders, allowing it to focus on long-term stability and customer satisfaction rather than shareholder profits. With a strong emphasis on community involvement and corporate responsibility, Guardian Life continues to uphold its mission of protecting and enhancing the well-being of its clients.

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