Proof of Usefulness Report

Option Buddy

Analysis completed on 3/10/2026

+38.09

Proof of Usefulness Score

You're In Business

The project addresses a legitimate problem in retail options trading by focusing on risk management and education, earning moderate scores for utility and market timing. However, the submission includes highly exaggerated and unverifiable claims regarding audience reach ('everyone') and traction ('most people have used my product', 'marketcap: 500000' with no active users listed). As a result, quality multipliers for reach, technical innovation, traction, and overall response quality were heavily penalized due to vague and unsupported inputs.

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Score Breakdown

Real World Utility+20

Audience Reach Impact+1

Technical Innovation+3

Evidence Of Traction+0.625

Market Timing Relevance+8

Functional Completeness+0.5

Subtotal+33.125

Usefulness Multiplierx1.15

Final Score+38

Project Details

Project URL

optionbuddy.ai

Description

Option Buddy is an AI-powered risk management educational platform built for self-directed investors who trade equity options. We analyze your account positions to surface risks brokers often overlook, like early assignment and on American-style contracts, auto - exercise at expiry or confusing expiry mechanics on symbols like SPXW. Our tools break down breakeven points, max loss scenarios, and assignment risk in plain language tailored to your portfolio. We highlight critical insights missing from 20+ broker platforms without offering advice. Option Buddy helps you trade smarter with personalized education, so you stay ahead of surprises and in control.

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