Round 1 Winners!
Proof of Usefulness Report

Jarvis

Analysis completed on 5/14/2026

+17.47
Proof of Usefulness Score
You're In Business

Jarvis proposes an accessible AI desktop assistant aimed at bridging the learning curve for non-technical users. While the problem-solution fit is promising, the submission is heavily penalized (0.5x quality factor) due to highly exaggerated claims, such as forecasting 1M+ users within a month of launch despite having no concrete active user or revenue data. As a product built by a self-described non-technical founder relying on standard third-party APIs, technical innovation is limited, and the project lacks verifiable evidence of traction to stand out in a highly competitive market.

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Score Breakdown

Real World Utility+7.50
Audience Reach Impact+1.00
Technical Innovation+2.25
Evidence Of Traction+0.63
Market Timing Relevance+4.00
Functional Completeness+0.50
Subtotal+15.88
Usefulness Multiplierx1.1
Final Score+17

Project Details

Project URL
Description
Jarvis is a desktop assistant. More than a chat window, it floats on your screen and follows you around, so using AI no longer becomes something you have to think twice about. It is always there so it becomes a reflex. On top of that, Jarvis can see your screen. It can guide you to do things and even learn things about you which then get stored into a close to human level memory. Then, Jarvis connects to all your apps. Notion, Github, Gmail, Clickup, you name it. We have over 60 connectors.More>
Audience Reach
We just launched Beta but the forecast for this month alone is 1m+ people and it makes sense, since the TAM is so high and the product can be useful for so many people
Target Users
Everyone using a computer essentially. People can get a lot of value out of using AI, speed up things, learn more things, ask questions, etc, but right now over 80% of people haven't even used AI. Jarvis makes it easier, it sees what you do, it knows all about you from your apps and can do stuff in them. You can talk to it naturally in voice mode or like any other normal AI in normal text mode
Technologies
Other, Neon, Vercel, Render, Qwen, Claude
Traction Evidence
We just launched, but our blog and media pages are frequented by Journalists and we have over 1000 unique users/day(we just launched one week ago and we are just ramping up the speed) Blog>https://www.getjarvis.eu/blog Media>https://www.getjarvis.eu/media And by the way, I should mention-I am 16yo, don't know how to code but have great ideas and made a pretty solid thing. Give it a look and judge for yourself

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