Proof of Usefulness Report

FishKeeper.ai Limited

Analysis completed on 3/10/2026

-8.12

Proof of Usefulness Score

Lab Mode

The submission contains significant red flags and fails to demonstrate credible evidence of usefulness. The claim that 'most people have used my product' is demonstrably false, and reporting an 'all time marketcap' instead of monthly revenue strongly suggests a cryptocurrency token rather than a legitimate AI business. Furthermore, the listed technology ('Fishery') is nonsensical in a software context, and the target audience ('everyone') is excessively vague. The project lacks verifiable traction, yielding a sub-zero score.

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Score Breakdown

Real World Utility+2.5

Audience Reach Impact+0.0

Technical Innovation+0.75

Evidence Of Traction-10.0

Market Timing Relevance+0.5

Functional Completeness-1.0

Subtotal-7.25

Usefulness Multiplierx1.12

Final Score-8

Project Details

Project URL

fishkeeper.ai

Description

🐠 Expert AI assistant for tropical fish, marine aquariums, and coral reef tanks. Get instant advice on fish diseases, coral care, water chemistry, saltwater systems, and reef maintenance from your AI aquarium specialist.

Algorithm Insights

Market Position

Early stage requiring focused development

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