Round 1 Winners!
Proof of Usefulness Report

Kuro Data AI

Analysis completed on 3/10/2026

+19.76
Proof of Usefulness Score
You're In Business

The project identifies a valid problem for SMBs but provides vague and highly exaggerated claims ('most people have used my product', 'marketcap: 500000'). Evidence of traction and audience reach are unverifiable and unrealistic for an early-stage company, resulting in heavily penalized quality multipliers. The technical approach relies on standard API integrations without clear novelty.

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Score Breakdown

Real World Utility+12.5
Audience Reach Impact+0.0
Technical Innovation+4.5
Evidence Of Traction+0.0
Market Timing Relevance+6.0
Functional Completeness+0.25
Subtotal+23.25
Usefulness Multiplierx0.85
Final Score+20

Project Details

Project URL
Description
Empowering small business owners with AI Assistants Small business owners often struggled to understand what they need to do to improve their business revenue or improve customer experience – a lack of business analysis and business intelligence information to make informed decisions. Most large organisations and multinational already have that platform in place unlike small business. There are approximately 5.5 million small medium businesses that power the UK economy in 2024. Many will not survive in the coming years. An estimated 59% of UK small business owners suffer from anxiety and think they need help or advice - which is essentially business intelligence through data analysis on how to improve their business revenue or know what customers really need. More than 80% of large businesses and enterprise already use business intelligence from data analysis to produce a dashboard to make informed business decisions. By 2026 a quarter of them will evolve that to an AI powered platform. We provide small business owners a way to analyse their business needs with advice from Artificial Intelligence (AI) platform. For example, small retail shop owners on the high street can use our dedicated AI platform to get insights to what can be improved to improve their day to day business operations, cost and forecasts. Using our internally developed AI components, business owners internal data and internal records and integrated using commercially available AI models (Chat GPT, Gemini models, etc) they can get insights to what can be improved from the AI advice provided which is specific to them and not generic advice from existing AI tools like Chat GPT.

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