Proof of Usefulness Report

Reccy AI Limited

Analysis completed on 3/8/2026

+39
Proof of Usefulness Score
You're In Business

Reccy AI is a verifiable early-stage UK startup (founded 2024) offering AI-powered data room analysis for M&A due diligence. While the problem-solution fit is logical and market timing for LegalTech AI is strong, the submission is severely compromised by demonstrably false claims (e.g., 'most people have used my product' and 'everyone' as the target audience). Search validation confirms the product exists but is in a nascent, unfunded stage with no verifiable traction. The misuse of financial terminology ('marketcap' for revenue) reduces credibility for a fintech/legal tool. The low score reflects minimal traction and poor submission quality despite the legitimate underlying concept.

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Score Breakdown

Real World Utility+16.00
Audience Reach Impact+1.00
Technical Innovation+9.00
Evidence Of Traction+0.00
Market Timing Relevance+8.50
Functional Completeness+0.25
Subtotal+34.75
Usefulness Multiplierx1.11
Final Score+39

Project Details

Project URL
Description
A data room analysis tool that makes assembling and analysing data rooms a breeze. Saving considerable time and expense whilst helping you drive the process through quickly.

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