Proof of Usefulness Report

Searchlight Research LLC

Analysis completed on 1/28/2026

-25

Proof of Usefulness Score

Lab Mode

The submission appears to be a low-effort or spam entry. Major red flags include the claim that 'most people have used my product' (impossible for a small consulting firm) and confused financial terminology ('marketcap' for a private LLC). The website content is generic, and the input data lacks verifiable substance. The project scores negatively due to these credibility issues.

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Score Breakdown

Real World Utility+12.5

Audience Reach Impact+0.0

Technical Innovation+0.0

Evidence Of Traction-50.0

Market Timing Relevance+10.0

Functional Completeness+2.5

Subtotal-25

Usefulness Multiplierx1

Final Score-25

Project Details

Project URL

searchlightresearchllc.com

Description

providing our clients Unbiased, Accurate, and actionable information For each project, we take special time to evaluate the best methodology, working with our clients to develop the best practices possible for their project. Explore More What We Do . We provide our clients with unbiased, accurate and

Algorithm Insights

Market Position

Early stage requiring focused development

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