Proof of Usefulness Report

Huda Mobile

Analysis completed on 3/10/2026

+33.7

Proof of Usefulness Score

You're In Business

Huda Mobile presents a relevant concept for addressing the widespread issue of scam calls using AI verification. However, the submission suffers heavily from unsupported and contradictory claims. While acknowledging the project is a 2025 pre-launch waitlist, the submitter claims 'most people have used my product' and lists irrelevant metrics ('all time marketcap: 500000') for monthly revenue. Consequently, evidence of traction and response quality receive the lowest quality multipliers, placing this firmly in the minimal traction tier.

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Score Breakdown

Real World Utility+17.5

Audience Reach Impact+1.0

Technical Innovation+9.0

Evidence Of Traction+0.625

Market Timing Relevance+8.0

Functional Completeness+0.5

Subtotal+36.625

Usefulness Multiplierx0.92

Final Score+34

Project Details

Project URL

hudamobile.com

Description

Huda Mobile is the UK’s first scam-proof mobile network — built from the ground up to protect people from voice-based fraud. At the heart of Huda Mobile is Call-F, our AI-powered call verification engine. It confirms unknown callers before your phone even rings — helping you decide what’s legit and what’s not. We’re launching with early adopters who believe in security, transparency, and trust-first technology. Join the waitlist → hudamobile.com

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