Proof of Usefulness Report

Panna

Analysis completed on 2/3/2026

+10
Proof of Usefulness Score
You're In Business

The submission for Panna Ventures presents significant red flags regarding credibility and accuracy. While the concept of a self-service grant writing product has potential utility, the claims provided (e.g., 'most people have used my product' and an audience of 'everyone') are hyperbolically false and unverifiable. A search for the entity yielded no significant digital footprint despite a claimed 2012 launch date and 11-50 employees. The lack of specific technical details, combined with missing revenue data and unrealistic traction claims, results in a score reflecting minimal to no verifiable proof of usefulness.

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Score Breakdown

Real World Utility+6.25
Audience Reach Impact+1.0
Technical Innovation+0.75
Evidence Of Traction+0.0
Market Timing Relevance+2.5
Functional Completeness+0.25
Subtotal+10.75
Usefulness Multiplierx0.93
Final Score+10

Project Details

Description
Panna, we turn bold ideas into reality—sometimes with more coffee than code. As pioneers with our new innovative self-service grant writing product, we're dedicated to transforming the lives of #founders. Our expert team of writers thrives on challenges and learning about your business growth plans. Whether it's disrupting markets or brainstorming in our think tank (aka the snack room), at Panna, we're not just helping with your businesses, we're crafting a revolution. Join us on this exhilarating journey and let's innovate together! #Innovation #TechTrends #Panna

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