Proof of Usefulness Report

Precept AI Ltd.

Analysis completed on 3/11/2026

+16.65

Proof of Usefulness Score

You're In Business

The submission targets a valid B2B niche (AI for risk professionals) but provides highly exaggerated and unsupported claims regarding audience reach ('everyone') and traction ('most people have used my product'). The lack of verifiable technical details and contradictory revenue metrics ('all time marketcap: 500000') result in low baseline scores and a severe penalty (0.5x quality multiplier) across all categories, placing this project in the minimal/unverifiable traction tier.

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Score Breakdown

Real World Utility+7.50

Audience Reach Impact+2.00

Technical Innovation+3.00

Evidence Of Traction+2.50

Market Timing Relevance+3.00

Functional Completeness+0.50

Subtotal+18.5

Usefulness Multiplierx0.9

Final Score+17

Project Details

Project URL

preceptai.co.uk

Description

Precept helps risk sector professionals find accounts, build relationships, and grow revenue using AI-powered insights and relationship intelligence.

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