Proof of Usefulness Report

VSI's Actionable IoT

Analysis completed on 1/24/2026

+3
Proof of Usefulness Score
You're In Business

The submission contains significant red flags, including unverifiable and hyperbolic claims (e.g., 'most people have used my product', audience is 'everyone'). A search for the project name, URL, and specific terms like 'Actionable IoT Squirrel' yielded zero relevant results, indicating no digital footprint. The description relies heavily on buzzwords without technical substance. The project appears to lack any genuine real-world utility or traction.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0
Technical Innovation+0.75
Evidence Of Traction+0
Market Timing Relevance+0.5
Functional Completeness+0.25
Subtotal+2.75
Usefulness Multiplierx1.08
Final Score+3

Project Details

Description
Drive Operational Efficiency with Actionable IoT™ Squirrel coupled with private cloud and proprietary Large Language Model (LLM) / Artificial Intelligence (AI)! You provide the actionable IoT data ~ we provide the technology you need to generate revenue and cut costs. Capture the human data behind actions taken along the supply chain. The most valuable component of an intelligent services strategy is data. Let us help you accelerate your success story across your ecosystem.

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