Proof of Usefulness Report

Pandora Reports

Analysis completed on 1/28/2026

+13
Proof of Usefulness Score
You're In Business

The project 'Pandora Reports' (Pandora Data Consultoria Ltda) is a small Brazilian micro-enterprise (ME) offering standard Power BI and Excel consulting services, not a scalable technology product. The submission contains severely exaggerated and false claims, stating 'everyone' as the audience and 'most people have used my product' as evidence of traction, despite being a local consultancy with cumulative revenue of approx. R$500k (~$90k USD) over 5 years. The claimed team size of 30 is financially impossible given the stated revenue, likely representing a loose network or a fabrication. The technical offering is a service wrapper around off-the-shelf Microsoft tools, lacking proprietary innovation.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+35
Real World Utility Quality+0.5
Audience Reach Impact+5
Audience Reach Impact Quality+0.5
Technical Innovation+10
Technical Innovation Quality+1
Evidence Of Traction+15
Evidence Of Traction Quality+0.5
Market Timing Relevance+20
Market Timing Relevance Quality+1
Functional Completeness+10
Response Quality Quality+0.5
Subtotal+10.5
Usefulness Multiplierx1.15
Final Score+12

Project Details

Description
Relatórios, Dashboads, Power BI, Relatórios Para Aplicativos, Excel, VBA, Office 365 , Web App

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