Proof of Usefulness Report

Rabiddo

Analysis completed on 3/8/2026

+18
Proof of Usefulness Score
You're In Business

While external search confirms Rabiddo is a legitimate early-stage SaaS for the mining/AEC sector (part of the Treefrog Accelerator), this specific submission is of critically low quality. The entry contains demonstrably false claims (e.g., 'most people have used my product'), vague audience definitions ('everyone'), and unprofessional details (User: 'ShadowShade'). The underlying concept has real-world utility, but the submission provides zero credible evidence to support it, resulting in a score heavily penalized for lack of 'Proof'.

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Score Breakdown

Real World Utility+7.5
Audience Reach Impact+2.0
Technical Innovation+2.25
Evidence Of Traction+1.25
Market Timing Relevance+3.0
Functional Completeness+0.25
Subtotal+16.25
Usefulness Multiplierx1.10
Final Score+18

Project Details

Project URL
Description
AI-Powered Document Management for AEC Sector: Boosting Productivity by Interpreting Engineering Docs and Providing Real-Time Reports with a Chatbot.

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