Proof of Usefulness Report

LogicLoop

Analysis completed on 1/25/2026

+24
Proof of Usefulness Score
You're In Business

The submission presents a significant identity mismatch: the URL and description belong to 'LogicLoop' (a legitimate Y Combinator B2B company), but the project name is listed as 'StarFang' with a launch date of 2004, which contradicts LogicLoop's actual founding (~2020). Furthermore, the traction claim 'most people have used my product' is demonstrably false for a niche B2B tool. While the underlying software at the URL has high real-world utility, the submission contains severe red flags and inaccurate metadata, resulting in a heavily penalized score due to lack of credible evidence and poor data integrity.

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Score Breakdown

Real World Utility+80
Audience Reach Impact+20
Technical Innovation+60
Evidence Of Traction+10
Market Timing Relevance+80
Functional Completeness+20
Subtotal+22.25
Usefulness Multiplierx1.08
Final Score+24

Project Details

Project URL
Description
LogicLoop, accessible via their domain getlogicloop.com, is a technology company that specializes in providing automation solutions for businesses. The company focuses on simplifying complex workflows by enabling users to automate repetitive tasks without the need for extensive coding knowledge. LogicLoop's platform is designed to integrate seamlessly with existing systems, allowing businesses to enhance efficiency, reduce errors, and save time. By offering a user-friendly interface and robust functionality, LogicLoop empowers organizations to streamline their operations and focus on strategic initiatives.

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