Proof of Usefulness Report

Lightyear Strategies

Analysis completed on 1/24/2026

+21
Proof of Usefulness Score
You're In Business

The submission for Lightyear Strategies contains significant red flags, including hyperbolic and verifiable false claims regarding traction ('most people have used my product') and audience reach ('everyone'). While the domain exists and relates to Public Relations, the project appears to be a small consultancy rather than the scalable SaaS tool described. The lack of technical detail, null metrics, and low-quality response result in a minimal score, reflecting a lack of credible evidence for utility or market presence.

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Score Breakdown

Real World Utility+10.0
Audience Reach Impact+2.0
Technical Innovation+1.5
Evidence Of Traction+0.0
Market Timing Relevance+8.0
Functional Completeness+1.0
Subtotal+22.5
Usefulness Multiplierx0.93
Final Score+21

Project Details

Description
Our product helps public relations professionals do their jobs more effectively. They are research and development tools that allows the public relations representatives of companies meet reporters more easily by increasing their ability to personalize their outreach. Our tool manages and organizes questions from the world's reporters and puts it into a system that allows PR people to come up with better storylines, press releases, and networking strategies.

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