Proof of Usefulness Report

LimeFrog Inc.

Analysis completed on 2/20/2026

+18
Proof of Usefulness Score
You're In Business

The project appears to be a student or conceptual endeavor rather than a functional commercial entity. The claim that 'most people have used my product' is demonstrably false given the lack of any significant digital footprint, customer reviews, or active web presence for a SaaS company founded in 2017. The terminology (e.g., 'all time marketcap' for revenue) and generic tech stack ('Publishing') further suggest a lack of business maturity. While the concept of IoT vehicle tracking has utility, this specific submission lacks credibility and verifiable traction.

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Score Breakdown

Real World Utility+30
Real World Utility Quality+0.5
Audience Reach Impact+5
Audience Reach Impact Quality+0.5
Technical Innovation+10
Technical Innovation Quality+0.5
Evidence Of Traction+0
Evidence Of Traction Quality+0.5
Market Timing Relevance+20
Market Timing Relevance Quality+1
Functional Completeness+10
Response Quality Quality+0.5
Subtotal+18.125
Usefulness Multiplierx0.98
Final Score+18

Project Details

Project URL
Description
Limefrog Technologies is an IoT SaaS company in the Connected Vehicle space. Automated Vehicle Locator. GPS Tracking. Mobile Wifi. V2V & V2X development. Vehicle Artificial Intelligence Research. Best In class solutions for small and medium businesses. Tailored solutions backed by 12 years of business to business vehicle automation experience. Some of our current features and solutions: - Personal Vehicle Location and Anti-Theft - Business Fleet Automation - Reports & Live Notifications -Mobile Wifi ( Beta ) -and much more.

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