Proof of Usefulness Report

InterviewBit

Analysis completed on 1/23/2026

+643
Proof of Usefulness Score
Category Standard

The project 'InterviewBit' is a highly established, verifiable platform in the tech education space, associated with the unicorn 'Scaler Academy'. External verification confirms a team size of 600-800+ and significant revenue (>$50M ARR), far exceeding the baseline calibration. However, the submission itself is of very poor quality, relying on lazy claims like 'most people have used my product' and confusing metrics ('all time marketcap: 110000000'). Consequently, while the Real-World Utility and Traction scores are high based on verified reality, the Quality Factors (Qi) are heavily penalized. The final score reflects a massive, successful business dragged down by a subpar submission.

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Score Breakdown

Real World Utility+230
Audience Reach Impact+108
Technical Innovation+84
Evidence Of Traction+119
Market Timing Relevance+85
Functional Completeness+5
Subtotal+631
Usefulness Multiplierx1.02
Final Score+643

Project Details

Project URL
interviewbit.com
Description
InterviewBit is an innovative online platform designed to help individuals prepare for technical interviews in the software and technology industry. Through its website, interviewbit.com, the company offers a comprehensive suite of resources including coding exercises, mock interviews, and tutorials that cover a wide range of programming topics and problem-solving techniques. InterviewBit aims to bridge the gap between academic learning and industry requirements by providing users with real-world challenges and insights into the interview process at top tech companies. The platform is particularly popular among software engineers and developers looking to enhance their skills and improve their chances of securing positions at leading technology firms.

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