Proof of Usefulness Report

Whip Mobility Sdn Bhd

Analysis completed on 2/2/2026

+232
Proof of Usefulness Score
Gaining Momentum

Whip Mobility Sdn Bhd is a verified Malaysian technology company providing a B2B white-label SaaS platform for automotive dealerships (integrated with CDK, Stripe, etc.). While the company has been operational since 2016 and shows verifiable evidence of a functioning product and team (10-49 employees), the submission itself is of extremely low quality. Claims such as 'most people have used my product' and audience reach of 'everyone' are demonstrably false and harm the credibility of the entry. The score reflects a functioning niche business with real-world utility, heavily penalized for exaggerated traction claims and poor response quality.

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Score Breakdown

Real World Utility+12.5
Audience Reach Impact+1.0
Technical Innovation+4.5
Evidence Of Traction+2.5
Market Timing Relevance+5.0
Functional Completeness+0.25
Subtotal+25.75
Usefulness Multiplierx0.9
Final Score+232

Project Details

Project URL
Description
Digital engagement platform for automotive retailers\n\nhttps://whip.bamboohr.com/jobs/

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