Proof of Usefulness Report

Research Buddy AI

Analysis completed on 3/13/2026

+19.21

Proof of Usefulness Score

You're In Business

The project targets a legitimate need in academic research but lacks verifiable evidence of traction, audience reach, or technical depth. Claims such as 'most people have used my product' and an unexplained 'marketcap: 500000' metric for a web application are unsupported and significantly detract from the submission's credibility, resulting in a low score indicative of minimal verified traction.

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Score Breakdown

Real World Utility+12.5

Audience Reach Impact+1.0

Technical Innovation+1.5

Evidence Of Traction+0.625

Market Timing Relevance+5.0

Functional Completeness+0.25

Subtotal+20.875

Usefulness Multiplierx0.92

Final Score+19

Project Details

Project URL

researchbuddyai.com

Description

🔍 Optimized for discoverability and clarity. Research Buddy is your AI-powered research assistant – helping students, academics, and researchers streamline their research process. From generating unique research titles and questions to crafting abstracts, literature reviews, and introductions — Research Buddy is built to accelerate idea generation, reduce writer’s block, and enhance academic productivity. 🎓 Whether you're an undergraduate working on a dissertation or a PhD scholar exploring new directions, Research Buddy supports you with: – Smart research topic suggestions – AI-generated abstracts and literature reviews – Structured methodology assistance – Real reference support (APA format) – Dataset generation by parameters – Persistent history and profile tracking Join the growing community of learners and educators using Research Buddy to turn ideas into impact. 📬 Visit us: researchbuddyai.com

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