Proof of Usefulness Report

Phantom AI

Analysis completed on 1/27/2026

+513
Proof of Usefulness Score
Industry Mainstay

Phantom AI is a legitimate, venture-backed Series C startup specializing in ADAS/autonomous driving solutions with verifiable funding (~$80M+) and a significant valuation (~$220M). However, the submission quality is extremely poor, containing hyperbolic claims (e.g., 'most people have used my product', audience is 'everyone') that contradict the company's B2B business model. While the underlying technology and market position are strong, the score is penalized due to the unreliable and vague nature of the provided evidence.

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Score Breakdown

Real World Utility+200.0
Audience Reach Impact+40.0
Technical Innovation+127.5
Evidence Of Traction+105.0
Market Timing Relevance+80.0
Functional Completeness+5.0
Subtotal+557.5
Usefulness Multiplierx0.92
Final Score+513

Project Details

Project URL
phantom.ai
Description
Phantom AI is a technology company specializing in advanced driver-assistance systems (ADAS) and autonomous vehicle solutions. With a focus on enhancing vehicle safety and efficiency, Phantom AI develops cutting-edge software and algorithms that enable vehicles to perceive their surroundings, make informed decisions, and navigate complex environments. The company's platform integrates seamlessly with existing automotive systems, providing scalable and reliable solutions for automakers and suppliers. By leveraging artificial intelligence and machine learning, Phantom AI aims to accelerate the adoption of autonomous driving technologies and contribute to the future of transportation.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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