Proof of Usefulness Report

Wobby.ai

Analysis completed on 2/2/2026

+348
Proof of Usefulness Score
Certified Problem Solver

Wobby.ai is a legitimate, high-potential project that was acquired by HCLSoftware in late 2025, validating its technology and market value. Despite the submission containing low-quality, exaggerated claims (e.g., 'most people have used my product', 'marketcap: null') and vague data, external verification confirms it is a leading 'Agentic BI' platform with real enterprise clients (Roularta, Belga) and significant strategic value. The score reflects the high project utility and verified traction, heavily penalized in the 'Response Quality' section for the poor submission effort.

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Score Breakdown

Real World Utility+108.0
Audience Reach Impact+60.0
Technical Innovation+51.0
Evidence Of Traction+110.4
Market Timing Relevance+36.0
Functional Completeness+1.0
Subtotal+366.4
Usefulness Multiplierx0.95
Final Score+348

Project Details

Project URL
Description
wobby is an AI powered data analytics tool that allows anyone to become a data analyst.

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