Round 1 Winners!
Proof of Usefulness Report

Quiet Cost

Analysis completed on 2/8/2026

+31.64
Proof of Usefulness Score
You're In Business

Quiet Cost addresses a valid B2B pain point with clear positioning, but it remains a very early-stage conceptual prototype. The project is currently hosted on a rented no-code platform (Lovable) without a custom domain, and key technical integrations (Neo4j, Bright Data) are stated as planned rather than actively implemented. With virtually zero audience reach (62 visitors) and no generated revenue, the project fits solidly in the minimal traction tier, significantly limiting its current score.

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Score Breakdown

Real World Utility+15.0
Audience Reach Impact+1.5
Technical Innovation+1.5
Evidence Of Traction+1.25
Market Timing Relevance+5.0
Functional Completeness+4.0
Subtotal+28.25
Usefulness Multiplierx1.12
Final Score+32

Project Details

Description
Quiet Cost identifies where a business is quietly losing revenue due to outdated decisions, inefficient processes, misaligned messaging, and slow execution. It runs a short, structured assessment, translates hidden friction into estimated financial impact, and ranks the highest-cost issues to fix first. It’s built for founders, CEOs, COOs, and revenue leaders who already have data but lack clear visibility into where value is leaking.
Audience Reach
Revenue leaders, founders, CEO's, CROs, CFOs, CMOs, etc - targeting early to mid-stage SaaS companies
Target Users
Quiet Cost gives leaders decision clarity instead of more data. It turns vague internal friction into concrete, prioritized business risks with an estimated financial cost, so attention and resources go to what actually matters. The real value is speed, cost-effectiveness, focus, and avoided loss by catching expensive problems early, before they compound into missed revenue, wasted effort, or stalled growth.
Technologies
Bright Data, Neo4j, Other, Lovable
Traction Evidence
Bounce rate dropped from 96% to 52% since the launch. Total visit duration: 4m and 25s Views per visit: 43 Total pageviews: 28 Visitors: 62 All of this is attributed to the overhaul of the interface, copy, messaging, and positioning (still a work in progress, but strides are being made). Revenue Traction: The lack of transaction volume is actually a temporary infrastructure hurdle rather than a lack of market interest. I received a lot of positive feedback from users who tested it out, mostly founders, with a few suggestions for strengthening the app's market potential. Inquiries have been made, and I even booked a few calls. Quiet Cost is currently sitting on a rented platform. Without the capital to purchase our permanent domain outright, I can't establish the domain name needed to process live customer workflows under my own brand. The interest and demand are there, but the underlying plumbing is just waiting on that initial injection of capital. The intention is to invest a lot of that prize money from this Hackathon into my app and turn it into a solid business venture that it's meant to be. Meanwhile, I have been, and still am, approaching multiple niche sponsors and angel investors who specifically support foundational infrastructure (like domain acquisition) to help fund pre-revenue tools like Quiet Cost. ​Once that’s resolved, the friction to convert users is incredibly low by design: ​1. Zero Barrier to Entry: The core diagnostic questionnaire is entirely free. 2. ​Frictionless UX: No sign-up or data-sharing is required until a user is ready to purchase a recovery package. ​3. Privacy First: User data is fully protected and isolated throughout the entire process. I made some tweaks to include a disclaimer and assurance of personal data protection from third-party cookies. There are now 18 diagnostic questions to assess the health score for free, and no sign-up required.

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