Proof of Usefulness Report

Agile Costs Ltd.

Analysis completed on 3/6/2026

+16
Proof of Usefulness Score
You're In Business

The submission represents a real UK-based legal services firm, Agile Costs Ltd, but the Proof of Usefulness is severely impacted by low-quality data and demonstrably false claims. While the business addresses a valid niche (legal costs drafting) and claims to utilize 'bespoke AI', the submission fails to provide any technical evidence. Furthermore, the claims that 'everyone' is the audience and 'most people have used my product' are factually incorrect for a niche B2B firm with a team of 6. These red flags regarding traction and reach result in a minimal score despite the likely existence of the underlying business.

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Score Breakdown

Real World Utility+7.50
Audience Reach Impact+1.00
Technical Innovation+1.50
Evidence Of Traction+0.00
Market Timing Relevance+4.00
Functional Completeness+0.25
Subtotal+14.25
Usefulness Multiplierx1.1
Final Score+16

Project Details

Project URL
agilecosts.com
Description
A firm of Costs Lawyers maximising efficiency through the use of technology. Using our bespoke AI systems we can drastically reduce the time and expense of preparing costs pleadings. Our aim is to be available when our clients need us. That means we aim to be available out of normal office hours. We are not a 9-5 business. If our clients do not need our support we focus on improvements to our technology base.

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