Proof of Usefulness Report

Mad Spaniel

Analysis completed on 2/18/2026

+32

Proof of Usefulness Score

You're In Business

Mad Spaniel is a legitimate, albeit small, UK-based accounting firm specializing in tech startups, founded by Grace Bayton. However, the project submission suffers from severe quality issues, including demonstrable falsehoods (claiming 'most people' have used the product and an audience of 'everyone') and confusing metrics ('marketcap' for a service business). While the underlying service has real-world utility, it is a standard service business rather than a technology innovation, and the poor submission quality significantly depresses the score.

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Score Breakdown

Real World Utility+70.0

Audience Reach Impact+5.0

Technical Innovation+10.0

Evidence Of Traction+15.0

Market Timing Relevance+50.0

Functional Completeness+5.0

Subtotal+29.25

Usefulness Multiplierx1.09

Final Score+32

Project Details

Project URL

madspaniel.co.uk

Description

We specialise in working with the founders of tomorrow with an focus on tech, providing the accounting expertise and strategic insight they need to scale with confidence. From day-to-day accounting and compliance to forward-looking financial guidance, we help ambitious founders focus on building the future while we take care of the numbers. Leveraging the latest technology and AI-driven tools, we combine precision with efficiency—turning complex data into clear, actionable insights. Our approach is grounded in deep technical expertise, but always tailored to the fast-moving reality of the tech sector. As a trusted partner, we act as more than accountants. We’re guardians of financial clarity, helping innovators transform bold ideas into sustainable growth.

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