Proof of Usefulness Report

Piipul

Analysis completed on 3/20/2026

-10

Proof of Usefulness Score

Lab Mode

The submission exhibits significant red flags, resulting in a negative score as per calibration guidelines. Claims such as 'everyone' for audience reach and 'most people have used my product' for traction are highly exaggerated and completely unverifiable. Furthermore, listing 'all time marketcap: 2500000' as monthly revenue strongly suggests a speculative crypto token rather than an established business with actual revenue. Coupled with an unprofessional contact name ('ShadowGale') and exceedingly vague technical details ('Software Development'), the submission lacks credibility and verifiable traction.

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Score Breakdown

Real World Utility+18.75

Audience Reach Impact+0

Technical Innovation+7.5

Evidence Of Traction-37.5

Market Timing Relevance+10

Functional Completeness-7.5

Subtotal-8.75

Usefulness Multiplierx1.12

Final Score-10

Project Details

Project URL

piipul.co

Description

Piipul helps digital first companies, especially in the payments, ecommerce, and financial services industries grow revenue by maximizing predictability of good actors We employ advanced AI algorithms,machine learning, liveness detection and proprietary technology to unify human identities to digital interactions. Our platform connects, protects, and defends the customer experience with intelligence from billions of digital interactions and mobile signals to seamlessly power sign-up, sign-in and ongoing identity assurance.

Algorithm Insights

Market Position

Early stage requiring focused development

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