Proof of Usefulness Report

Heat Inverse

Analysis completed on 1/23/2026

+239
Proof of Usefulness Score
Gaining Momentum

Heat Inverse is a legitimate deep-tech startup based in Ithaca, NY, developing passive cooling metamaterials. Despite the low-quality submission (which falsely claims 'everyone' uses the product and provides filler text for traction), external verification confirms significant potential. The company has secured a $1M NSF SBIR Phase II grant, pilots with major energy/logistics partners (ConEd, DHL), and industry awards (Grow-NY finalist). The score reflects high technical innovation and utility, penalized by the user's poor submission quality and the early, pre-scale nature of the traction compared to mass-market giants.

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Score Breakdown

Real World Utility+90.00
Audience Reach Impact+8.00
Technical Innovation+85.50
Evidence Of Traction+45.00
Market Timing Relevance+36.00
Functional Completeness+1.00
Subtotal+265.5
Usefulness Multiplierx0.9
Final Score+239

Project Details

Project URL
heatinverse.com
Description
Heat Inverse is a company focused on developing advanced thermal management solutions. Utilizing cutting-edge technology, the company specializes in creating materials and systems that enhance energy efficiency by controlling heat transfer processes. Their innovations are particularly applicable in industries such as electronics, automotive, and renewable energy, where effective thermal regulation is crucial. By offering sustainable and efficient thermal management solutions, Heat Inverse aims to contribute to reducing energy consumption and improving the performance and longevity of various products and systems. For more information, you can visit their website at heatinverse.com.

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