Proof of Usefulness Report

Brizo Data

Analysis completed on 2/14/2026

+12
Proof of Usefulness Score
You're In Business

The submission appears to be illegitimate or a low-effort test. While 'Brizo Data' is a real B2B foodservice intelligence company (brizodata.com), the submission uses a different domain (.co), a pseudonym ('FrostFang'), and contains objectively false claims (e.g., 'most people have used my product' for a niche B2B tool, audience is 'everyone'). The claimed market cap ($2.5M) significantly contradicts the real company's Series A funding ($12M). Due to these red flags and the lack of descriptive content, the project is evaluated as having no verifiable proof of usefulness based on the provided input.

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Score Breakdown

Real World Utility+20
Audience Reach Impact+0
Technical Innovation+10
Evidence Of Traction+0
Market Timing Relevance+20
Functional Completeness+0
Subtotal+25
Usefulness Multiplierx0.48
Final Score+12

Project Details

Project URL

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