Round 1 Winners!
Proof of Usefulness Report

TariffAI

Analysis completed on 3/21/2026

+91.8
Proof of Usefulness Score
You're In Business

TariffAI addresses a clear B2B need in trade compliance, but the submission is severely undermined by unverifiable and exaggerated claims. Asserting an audience reach of 'everyone' and traction of 'most people have used my product' alongside bizarre metrics ('marketcap: 500000') reflects poor submission quality and lacks verifiable adoption. The project earns minor points for initial utility and market relevance, but applying negative quality factors for unsupported claims significantly discounts its overall PoU score.

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Score Breakdown

Real World Utility+75
Audience Reach Impact+5
Technical Innovation+15
Evidence Of Traction+2.5
Market Timing Relevance+10
Functional Completeness+0.5
Subtotal+108
Usefulness Multiplierx0.85
Final Score+92

Project Details

Project URL
Description
FAST, Classify products to Trade Tariffs in seconds, not hours using our cloud native streaming solution. Classify, Audit and Cleanse product master data in real time. ACCURATE, Augment product descriptions and assign missing attributes, getting the correct classification every time. Improving MDM Quality and enabling further trade process digitisation. SMART, Utilise A.I. and machine learning to digitize laborious and inaccurate human classification processes, focusing your experts on Smart exception management and reduce your classification costs by 50%.

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