Proof of Usefulness Report

Cloverleaf AI

Analysis completed on 1/24/2026

+344
Proof of Usefulness Score
Certified Problem Solver

Project verified as Cloverleaf AI (submitted as 'GoldenForge'). The company is a legitimate Seed-stage B2G SaaS (raised $2.8M Nov 2024) analyzing government meetings for lead generation. While the real-world utility and traction are high (120% NRR, used by major contractors), the submission quality was extremely poor, containing hallucinations ('most people have used my product') and inaccuracies. The score reflects the strong underlying business fundamentals adjusted downward for the confusing and low-effort submission data.

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Score Breakdown

Real World Utility1.25)
Audience Reach Impact1.00)
Technical Innovation0.75)
Evidence Of Traction1.25)
Market Timing Relevance0.50)
Functional Completeness0.25)
Subtotal+382.5
Usefulness Multiplierx0.9
Final Score+344

Project Details

Project URL
Description
Cloverleaf AI exists to help you fill your pipeline with high-quality SLED leads. Tell us what you deliver, and we'll connect you directly with government buyers to learn about their problems and the solutions they need. You’ll get the information quickly, putting you several steps ahead of your competition. We are so confident in what we do that we promise at least two qualified government leads will hit your inbox each week. Why Do You Need Cloverleaf AI? Increase Your Opportunities: Cloverleaf AI helps you fill your pipeline fast. Contractors gain two extra opportunities every week, quickly adding up to more than 100 new business opportunities per year. Understand Exactly How Your Buyer Describes Their Problems: Hear your buyers describe their problems and the type of solution they need. Nothing is more powerful than offering clients exactly what they need to solve their issues. Be Everywhere All at Once: You can't attend every meeting. Cloverleaf AI provides accurate transcripts of crucial meetings, giving you key insights fast. Stay informed without staying up all night. Close More Deals: More qualified leads mean more closed deals. See what we can do to increase your pipeline. Interested? Schedule a demo with us now!

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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