Proof of Usefulness Report

Hornback E-Mobility

Analysis completed on 2/3/2026

+222

Proof of Usefulness Score

Gaining Momentum

Hornback E-Mobility is a verified Indian hardware startup (Shark Tank India featured) with legitimate patents and R&D in foldable electric bicycles. However, the submission contains significant red flags in data quality (claiming 'everyone' as audience, 'most people' as traction, and name mismatch 'WhisperWing'). While the core technology and problem-solution fit are strong, the score is heavily penalized by the poor quality of the submission evidence and exaggerated claims.

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Score Breakdown

Real World Utility+85.0

Audience Reach Impact+17.5

Technical Innovation+108.0

Evidence Of Traction+22.5

Market Timing Relevance+85.0

Functional Completeness+10.0

Subtotal+328

Usefulness Multiplierx0.68

Final Score+222

Project Details

Project URL

https://hornback.bike/

Description

Hornback is a consumer products company in the business of providing intelligent mobility solutions. They are a team of passionate creators wanting to create value by understanding the needs of customers and innovating to offer better solutions. The founders Nishith Parikh and Rajkumar Kewat passed alumni of IIT Bombay. In the past they have designed Baja Racing Cars for Baja Racing, Kamikaze Drones for the DRDO, home automation systems (patented), an award winning solar lamp and more. Their have designed, developed and launched the world's first diamond frame folding electric bicycle. They have 4 patents and are one of the few companies in India to actually have in-house design, R&D, fabrication and paint systems. Their are based out of Hyderabad. They have the support of marquee investors, like Mr. Anand Mahindra (Chairman - Mahindra Group), pioneers of the Indian IT sector, a celebrity, supply chain and analytics experts.

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