Proof of Usefulness Report

Mayotta

Analysis completed on 2/19/2026

+7
Proof of Usefulness Score
You're In Business

The project submission for 'Mayotta' outlines a generic AI consulting service without providing specific technical details, case studies, or verifiable evidence of operation. The submission contains significant red flags, including the unrealistic claim that 'most people have used my product' and the misuse of 'marketcap' to describe revenue for a service business. No evidence of the agency's existence or client base could be found, suggesting this is either a conceptual placeholder or a low-effort submission.

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Score Breakdown

Real World Utility+2.5
Audience Reach Impact+0.0
Technical Innovation+0.75
Evidence Of Traction+0.0
Market Timing Relevance+3.0
Functional Completeness+0.25
Subtotal+6.5
Usefulness Multiplierx1.08
Final Score+7

Project Details

Project URL
Description
We're helping businesses be more productive by bridging the gap between AI solutions and dynamic marketing strategies. 1. AI Integration Strategy - Assessing workflows to identify areas where AI can enhance efficiency and reduce repetitive tasks. - Designing and implementing AI solutions tailored to business needs, adequate integration with existing systems. 2. Productivity Enhancement Tools - Developing and deploying AI tools like chatbots, automated scheduling, and data analysis systems to save time and improve accuracy. - Streamlining operations to allow teams to focus on higher value, creative, and strategic work. 3. Developing the Right Mindset when using AI at Work - Educating people on how to use AI effectively, making it a collaborative tool rather than a replacement. - Building confidence in AI adoption through workshops and practical training sessions. 4. Fostering an AI Positive Culture - Normalising the use of AI tools across all levels of the organisation. -Encouraging transparency and pride in leveraging AI to achieve better outcomes, rather than hiding its use. - Creating narratives that showcase AI as a partner in innovation, not a threat to jobs. 5. AI Powered Technical Operations - Automating routine and technical processes to minimise human error and increase reliability and productivity - Enhancing business decisions with AI supplied data, insights, predictive analytics, and forecasting. 5. Unified AI Integration Across all Business Areas - Achieving greater productivity by integrating AI across all departments HR, Customer Service, Sales, Operations, and others. - Ensuring AI tools are accessible and practical for every team, fostering a consistent productivity boost. 6. Ethical AI Advocacy - Developing AI systems that are fair, transparent, and aligned with organisational values. - Promoting a balance where humans and AI grow together, creating opportunities for up-skilling and new roles.

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