Proof of Usefulness Report

Fastforge.ai

Analysis completed on 1/25/2026

-10
Proof of Usefulness Score
Lab Mode

The project submission for 'Fastforge.ai' (listed as 'LunarForge') contains significant red flags. The claim that 'most people have used my product' is demonstrably false. The website fastforge.ai exists but appears to use a template with testimonials referencing other companies (e.g., Trigital, TEKA), undermining its authenticity. The revenue metric 'marketcap 500000' is undefined and inconsistent with a 2025 launch date. While there is an open-source Flutter tool named Fastforge with moderate traction (~1k stars), the submission description describes a generic agency/SaaS platform, which lacks verifiable reach or innovation. The name mismatch and unrealistic claims result in a negative score.

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+20
Quality Factor Utility+0.5
Audience Reach Impact+10
Quality Factor Reach+0.5
Technical Innovation+10
Quality Factor Innovation+0.5
Evidence Of Traction-40
Quality Factor Traction+1.5
Market Timing Relevance+20
Quality Factor Timing+0.5
Functional Completeness+10
Quality Factor Response+0.5
Subtotal-9.5
Usefulness Multiplierx1.05
Final Score-10

Project Details

Project URL
Description
Unlock growth with our AI, SaaS, IoT, Cloud, & E-commerce solutions—custom software, smart billing, & scalable platforms to elevate your business!

Algorithm Insights

Market Position
Early stage requiring focused development
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