Proof of Usefulness Report

Vizibly

Analysis completed on 2/1/2026

+2
Proof of Usefulness Score
You're In Business

The submission for 'Vizibly' contains severe data quality issues and red flags. The project description provided is a job posting for a different company ('Mon Ami Residential'), unrelated to the claimed business type of 'Multifamily budgeting and forecasting'. The URL 'vizibly.io' does not resolve to an active website. Furthermore, the traction claim 'most people have used my product' is demonstrably false and damages the credibility of the entry. The audience reach claim of 'everyone' is unrealistic. Due to the lack of a verifiable product, the mismatched description, and false metrics, the project receives a near-zero score.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.00
Technical Innovation+0.00
Evidence Of Traction+0.00
Market Timing Relevance+1.00
Functional Completeness+0.00
Subtotal+2.25
Usefulness Multiplierx0.92
Final Score+2

Project Details

Project URL
vizibly.io
Description
Mon Ami Residential is a boutique firm which empowers agents with top level marketing, incoming leads, and on hands training. It is the first brokerage in Chicago with an in house investment fund which agents can leverage to build their own portfolio of investment properties. \nHighlights\nReceive sale and rental listings from the fund's portfolio of 200+ properties across Chicagoland.\nAbility to purchase properties with the fund with as little as 3% down.\nReceive 100+ warm buyer leads per month!\nReceive hands on training and guidance from the brokerage owners.\nCommission based with opportunity to make additional money showing properties, sitting inspections, etc.\nRequirements\nMust be a licensed IL broker. \nMust be coachable to able to learn from a proven process.\nAbility to work as a team to serve clients and ensure the highest levels of customer service.\nMust own a car, laptop, and phone.\nMust be able to work nights and weekends.

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