Proof of Usefulness Report

Cicerai

Analysis completed on 2/3/2026

+266
Proof of Usefulness Score
Gaining Momentum

Cicerai is a legitimate, verifiable seed-stage Legal AI startup that has raised approximately $760K from investors like Seaya Ventures. The platform functions as a 'Deep Legal Research Engine' integrating LLMs with legal databases. However, the project submission itself was of extremely low quality, containing factually incorrect claims (e.g., 'most people have used my product', 'audienceReach: everyone') and invalid data fields. While the underlying technology and market timing are promising, the score is heavily penalized by the disconnect between the submission's exaggerated claims and the verifiable early-stage reality. The project falls into the 'Small but promising' category based on external verification, despite the poor submission.

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Score Breakdown

Real World Utility+125.0
Audience Reach Impact+5.0
Technical Innovation+60.0
Evidence Of Traction+20.0
Market Timing Relevance+70.0
Functional Completeness+0.0
Subtotal+280
Usefulness Multiplierx0.95
Final Score+266

Project Details

Description
CICERAI is an innovative startup specializing in generative artificial intelligence applied to the legal field. Our mission is to revolutionize the legal industry by building the operating system for the lawyering of the future. Utilizing advanced artificial intelligence techniques, we have developed a unique platform that optimizes legal processes and maximizes the productivity of legal professionals. We offer the first marketplace for Artificial Specialized Intelligent assistants, or ASIstants, applied to different legal disciplines. Our platform employs Large Language Model algorithms to analyze and process vast volumes of legal data, providing lawyers with relevant and up-to-date information for each case. This allows us to create smart virtual ASIstants that enable lawyers to perform routine tasks more efficiently, freeing up time to focus on more strategic and complex issues. At CICERAI, we believe in the democratization of legal knowledge. Therefore, our platform is designed to be accessible to law firms of all sizes, from small practices to large international firms. Our goal is to enhance the quality of legal services, reduce costs, and eliminate barriers, making justice swifter and more effective. Join us on this exciting journey towards a smarter and more efficient legal future, where artificial intelligence and the legal profession unite to transform the legal industry and improve people's lives.

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