Proof of Usefulness Report

CountBubble

Analysis completed on 1/18/2026

+38
Proof of Usefulness Score
You're In Business

CountBubble is a verifiable SaaS product addressing a genuine need for nonprofit case management and reporting. The platform, founded around 2021, appears functional and targets a clear niche. However, the submission is extremely poor, containing hyperbolic and false claims (e.g., 'most people have used my product', 'audience: everyone') and lacking any concrete data on revenue or users. While the software has real-world utility, the score is severely impacted by the lack of credible evidence, low transparency, and unprofessional submission quality.

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Score Breakdown

Real World Utility+20
Audience Reach Impact+2
Technical Innovation+3
Evidence Of Traction+3
Market Timing Relevance+6
Functional Completeness+0
Subtotal+34
Usefulness Multiplierx1.10
Final Score+38

Project Details

Project URL
Description
CountBubble offers a flexible SaaS app that empowers nonprofits to collect data and generate reports on their services in order to tell their stories to diverse audiences.
Audience Reach
everyone
Target Users
everyone
Technologies
Cloud Computing, Software Development, Saas
Traction Evidence
most people have used my product

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