Proof of Usefulness Report

MamilTech AB

Analysis completed on 2/27/2026

+26
Proof of Usefulness Score
You're In Business

MamilTech AB is a verified, small-scale consultancy in Linköping, Sweden, specializing in embedded systems and cycling coaching. While the business is legitimate, the PoU score is significantly impacted by hyperbolic and unverifiable claims in the submission (e.g., audience reach of 'everyone' and traction claim that 'most people' have used the product). Financial data appears confused ('marketcap: 500000', likely referring to SEK revenue or share capital), indicating a lack of precision. The project 'IronHunter' is not clearly defined or discoverable, suggesting it may be an internal tool or a mislabeled submission.

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Score Breakdown

Real World Utility+50
Real World Utility Quality+1
Audience Reach Impact+10
Audience Reach Impact Quality+0.5
Technical Innovation+30
Technical Innovation Quality+0.5
Evidence Of Traction+20
Evidence Of Traction Quality+0.5
Market Timing Relevance+40
Market Timing Relevance Quality+1
Functional Completeness+10
Response Quality Quality+0.5
Subtotal+22.5
Usefulness Multiplierx1.15
Final Score+26

Project Details

Project URL
Description
MamilTech AB is a consultancy company based in Linköping, Sweden. Please contact us when you need professional help with hardware design and embedded systems programming, but also for coaching and travel arrangements targeting bicyclists!

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