Round 1 Winners!
Proof of Usefulness Report

Lythum

Analysis completed on 3/23/2026

+92.63
Proof of Usefulness Score
You're In Business

The submission addresses a valid market (AI tools for SMBs) but features severely exaggerated and unsupported claims, such as 'most people have used my product' and an audience reach of 'everyone'. Given the lack of verifiable metrics, contradictory revenue statements ('all time marketcap: 500000' for monthly revenue), and vague technical details, the project receives the minimum quality multiplier across the board, reflecting very early or unsubstantiated traction.

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Score Breakdown

Real World Utility0.25)
Audience Reach Impact0.20)
Technical Innovation0.15)
Evidence Of Traction0.25)
Market Timing Relevance0.10)
Functional Completeness0.05)
Subtotal+97.5
Usefulness Multiplierx0.95
Final Score+93

Project Details

Project URL
Description
At Lythum we believe that small to mid sized businesses (SMB’s) deserves access to simple cutting-edge intelligence. We're a team of passionate developers dedicated to unlocking the potential hidden within your data. Our journey began with a simple observation: small to medium-sized businesses need simple, straight-forward tools tounderstand and nurture their clientele. That's where we come in. We don't just build machine learning models; we simplify technology. Our Core Values are Your Guiding Principles: • Customer Value: Everything we do is centered around delivering tangible, measurable value to your business. Your success in retaining customers is our ultimate metric. • Integrity: We operate with transparency, honesty, and a commitment to ethical data practices. You can trust us to handle your valuable information with the utmost care and responsibility. • Quality: Our end-to-end models are meticulously crafted, rigorously tested, and tailored precisely to your unique operational needs. We pride ourselves on delivering robust, reliable solutions. • Creativity: We think beyond the traditional. We creatively apply advanced analytics to real-world challenges, finding innovative ways to turn complex data into simple, actionable strategies for your business.

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