Proof of Usefulness Report

Starburst Parlor Keto Bakery & Coffee Parlor

Analysis completed on 2/3/2026

+36
Proof of Usefulness Score
You're In Business

The project is a verified brick-and-mortar bakery in Las Vegas specializing in Keto and Gluten-Free products, rather than a technology startup. While it demonstrates strong local utility and market relevance for its niche (verified by external search showing positive local reception), the submission itself is of very low quality with hyperbolic, unverifiable claims (e.g., 'most people have used my product'). As a non-technical business with limited scalability compared to software projects, and lacking any technological innovation, it scores low on the PoU scale designed for tech evaluation.

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Score Breakdown

Real World Utility+17.5
Audience Reach Impact+1.0
Technical Innovation+0.0
Evidence Of Traction+6.25
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal+33
Usefulness Multiplierx1.09
Final Score+36

Project Details

Description
Woman Owned Vintage Keto Bakery in Las Vegas Nevada. Our Sweet and Savory Menu is entirely Sugar-Free and Gluten-Free.

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Technology choices support scalability goals

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