Proof of Usefulness Report

Kibbi Technologies Inc.

Analysis completed on 2/10/2026

+265
Proof of Usefulness Score
Gaining Momentum

Kibbi Technologies Inc. is a verifiable seed-stage company (raised ~$673K CAD) with a functional 'hyper-local' job search app (mykibbi.com). While the project demonstrates real-world utility in connecting local businesses with neighbors, the submission itself contained significant exaggerations (claiming 'most people' have used it and 'everyone' is the audience). External search confirms ~500+ app store ratings and a valid regional presence in Canada, justifying a 'Small but Promising' score despite the low-quality input.

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Score Breakdown

Real World Utility+17.5
Audience Reach Impact+2.0
Technical Innovation+5.25
Evidence Of Traction+7.5
Market Timing Relevance+6.0
Functional Completeness+0.25
Subtotal+38.5
Usefulness Multiplierx0.69
Final Score+265

Project Details

Project URL
Description
🐥 We have a dream! At Kibbi, we envision a world where everyone can pursue a fulfilling career and thrive within their own communities. Our mission is to create a transformative platform that empowers local businesses to seamlessly connect with their neighbors, transforming hiring needs into vibrant local opportunities & fostering prosperity right where they live.

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