Proof of Usefulness Report

Kaktus.AI

Analysis completed on 1/24/2026

+62
Proof of Usefulness Score
You're In Business

Kaktus.AI is a legitimate early-stage B2B platform leveraging AI and neuroscience for workplace mental health, founded by a credible team (neurosurgeon, data scientist) and backed by an Innovate UK grant. However, the submission itself is of extremely low quality, containing unsubstantiated and hyperbolic claims (e.g., 'most people have used my product', audience 'everyone') and nonsense data fields ('ThunderClaw', 'marketcap: null'). While the underlying technology and problem-solution fit are strong, the lack of verifiable user traction and the unprofessional submission heavily penalize the final score.

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Score Breakdown

Real World Utility+80
Quality Factor Utility+1.5
Audience Reach Impact+10
Quality Factor Reach+0.5
Technical Innovation+75
Quality Factor Innovation+1
Evidence Of Traction+30
Quality Factor Traction+0.5
Market Timing Relevance+85
Quality Factor Timing+1
Functional Completeness+10
Quality Factor Response+0.5
Subtotal+54.75
Usefulness Multiplierx1.13
Final Score+62

Project Details

Project URL
kaktus.ai
Description
Kaktus AI is an innovative cloud-based workplace mental health analytics platform that focuses on the key asset of any organization – people. Kaktus AI helps HR professionals map \u0026 improve mental wellbeing in the workplace. The platform empowers employees with knowledge and practical suggestions to improve their mental health. The AI-powered software provides real-time insights and analytics with focus on workplace mental health.

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