Proof of Usefulness Report

SummarizeBot

Analysis completed on 2/3/2026

+334
Proof of Usefulness Score
Certified Problem Solver

SummarizeBot is a verified, established AI productivity tool (launched ~2018) with real utility, API offerings, and past grant funding (EU Horizon 2020). However, the submission quality is critically low, containing hyperbolic and false claims (e.g., 'most people have used my product', 'audience reach: everyone'). While the technology and business are legitimate and functional (justifying a score comparable to the calibration baseline), the deceptive input data regarding traction and the lazy response quality necessitated significant penalties. The score reflects a solid underlying product heavily discounted by a lack of professional presentation and unverifiable input claims.

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Score Breakdown

Real World Utility+162.5
Audience Reach Impact+64
Technical Innovation+82.5
Evidence Of Traction+31.25
Market Timing Relevance+50
Functional Completeness+2.5
Subtotal+392.75
Usefulness Multiplierx0.85
Final Score+334

Project Details

Project URL
http://www.summarizebot.com
Description
SummarizeBot – is the data science and AI-driven company specialising in information extraction, structuring and analysis. We apply state-of-the-art artificial intelligence, machine learning, natural language processing and blockchain technologies to simplify complex processes and automate what previously required human-level intelligence. Our company developed and patented the most advanced AI analytical algorithms for legal, consulting, financial, publishing, media, automotive, healthcare, pharmaceutical, hospitality, travel and others industries. SummarizeBot's team at the moment focused on global scientific problems solving related to abstractive summarization, question answering systems and predictive analytics for fintech industry. The team constantly is invited to take part in international data science challenges and competitions, that allows us to be on the wave of the latest AI and machine learning trends.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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