Round 1 Winners!
Proof of Usefulness Report

Dr. Ayesha Khanna

Analysis completed on 3/21/2026

+93
Proof of Usefulness Score
You're In Business

The project offers AI upskilling content curated by an established industry expert, granting it strong market relevance and utility. However, the submission itself is poorly constructed, featuring highly exaggerated claims ('most people have used my product'), vague targeting ('everyone'), and improperly formatted financial metrics ('all time marketcap: 500000'). Without verifiable active user data or reliable traction signals, the project currently falls into the minimal traction calibration tier.

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Score Breakdown

Real World Utility+50
Audience Reach Impact+5
Technical Innovation+3
Evidence Of Traction+2
Market Timing Relevance+40
Functional Completeness+1
Subtotal+101
Usefulness Multiplierx0.92
Final Score+93

Project Details

Project URL
Description
Amplify with Dr. Ayesha Khanna is your one-stop library for everything AI, aiming to upskill you in the field and teach you how to make the most of this rapidly growing technology It aims to curate Dr. Ayesha Khanna's 20+ years of tech and AI experience, divulging it in the form of digestible courses, webinars, guides etc. to take your company's productivity to the next level with AI. Dr. Ayesha Khanna is an AI and data enthusiast with a clear goal: using data responsibly to help companies and individuals excel. Her focus lies in enhancing the accessibility of data and AI, be it in physical or virtual domains, to foster innovation and creativity. She advises CEOs and Boards on data-driven competitiveness. As CEO of Addo, an AI solutions company, she leads a team that crafts smart data platforms for large enterprises. These platforms turn data into valuable assets, fueling automation and innovation via machine learning.

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