Proof of Usefulness Report

Bitstrapped

Analysis completed on 2/20/2026

+385
Proof of Usefulness Score
Certified Problem Solver

Bitstrapped is a verifiable Premier Google Cloud Partner based in Toronto with established clients (e.g., Alaska Airlines). However, the submission quality is extremely poor and contains demonstrably false claims ('most people have used my product' and 'everyone' audience). While the business itself has verified B2B utility and technical competence in the AI/Cloud sector, the submission inflates team size (claimed 125 vs. external data of ~20-50) and misuses financial fields. The score reflects the legitimate business foundation heavily penalized for inaccurate and unprofessional submission data.

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Score Breakdown

Real World Utility+75
Audience Reach Impact+10
Technical Innovation+60
Evidence Of Traction+25
Market Timing Relevance+90
Functional Completeness+5
Subtotal+452.5
Usefulness Multiplierx0.85
Final Score+385

Project Details

Project URL
Description
Bitstrapped is a trusted partner for enterprises committed to achieving AI and data-driven transformation. As a Premier Google Cloud Partner and AI specialist, Bitstrapped brings unmatched thought leadership, technical expertise, and proven strategies to accelerate the Data-to-AI journey. Our team supports clients in productizing, monetizing, and optimizing with cutting-edge AI and data solutions that unlock value across industries. We help enterprises build scalable AI systems, modernize data infrastructure, and integrate advanced analytics to empower decision-making and create a competitive advantage. With deep experience in sectors such as healthcare, industrial, IoT, and digital commerce, we tailor solutions to each organization’s unique needs and growth ambitions. Partner with us to transform data into strategic assets and accelerate your AI-driven success.

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