Proof of Usefulness Report

Precise Thought

Analysis completed on 3/12/2026

+27.31

Proof of Usefulness Score

You're In Business

The project targets a highly relevant problem (AI prompting for non-PMs) and lists credible past clients like KoruKids and UBIO. However, the submission is severely undermined by hyperbolic, unsupported claims ('everyone' uses it, 'most people have used my product') and a lack of specific evidence regarding active users, technical implementation, or actual product mechanics. Thus, it scores very low on reach, innovation, and traction.

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Score Breakdown

Real World Utility+15.00

Audience Reach Impact+1.00

Technical Innovation+1.50

Evidence Of Traction+3.75

Market Timing Relevance+7.00

Functional Completeness+0.50

Subtotal+28.75

Usefulness Multiplierx0.95

Final Score+27

Project Details

Project URL

precisethought.com

Description

AI is only as good as your questions - ask better with Precise Thought. AI-powered design and engineering tools are transforming the way products are built. But how do you ensure quality, relevance, and real business impact? We help builders without Product Management expertise: ✅ Ask better questions Frame prompts and follow-ups that drive useful AI outputs. ✅ Evaluate AI-generated work Spot gaps, inconsistencies, and poor product sense like a seasoned PM. ✅ Shape results effectively Guide AI like you would a human team. Led by experienced product managers, designers and software engineers. Our approach turns AI from a black box into a reliable collaborator. 🔹 Get better results from AI. 🔹 Make smarter product decisions. 🔹 Avoid costly missteps. niss@precisethought.com Clients // Land Buddy - OffGrid.net A marketplace and new propositions for off-grid living and working // SafeTrade An International trade platform using Corda blockchain for LoC transactions (business modelling/pitch stage) // UBIO Automating price comparison using RPA Robotic Process Automation (scale-up) // KoruKids Childcare marketplace (scale-up) // What On Earth Ethical and sustainable CPG product comparison and reviews (mentor)

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