Proof of Usefulness Report

Lanes

Analysis completed on 1/24/2026

+142
Proof of Usefulness Score
Gaining Momentum

Lanes (lanes.ai) is a verified AI-powered virtual classroom platform with significant B2B traction (160+ companies, 220k+ users). However, the submission quality is critically low, containing hyperbolic claims ('most people have used my product', 'everyone') and missing financial data. While the technology and market fit are strong, the score is heavily penalized by the lack of credible evidence provided in the submission itself.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+85
Real World Utility Quality+1
Audience Reach Impact+40
Audience Reach Impact Quality+0.5
Technical Innovation+70
Technical Innovation Quality+1
Evidence Of Traction+80
Evidence Of Traction Quality+0.5
Market Timing Relevance+85
Market Timing Relevance Quality+1
Functional Completeness+10
Response Quality Quality+0.5
Subtotal+54.5
Usefulness Multiplierx1.15
Final Score+63

Project Details

Project URL
Description
Lanesis in the HRTech Industry

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