Proof of Usefulness Report

Graphy

Analysis completed on 1/22/2026

+14
Proof of Usefulness Score
You're In Business

The submission is critically flawed and incoherent. While the URL (graphyapp.com) points to a legitimate data visualization tool, the description provided is a job posting for a completely different company ('Nexxt Intelligence') and product ('inca'). Furthermore, the traction claim ('most people have used my product') is demonstrably false and hyperbolic. The revenue figure is ambiguous and unsubstantiated. Due to the mismatch between the project name and the description, and the lack of verifiable evidence, the submission fails to demonstrate usefulness despite the underlying product's potential.

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+6.25
Audience Reach Impact+1.00
Technical Innovation+1.50
Evidence Of Traction+1.25
Market Timing Relevance+2.50
Functional Completeness+0.25
Subtotal+12.75
Usefulness Multiplierx1.08
Final Score+14

Project Details

Project URL
Description
### NLP Engineer\nWe are looking for an **NLP Engineer** to join our growing team to help build inca, a conversational AI platform for consumer research. Natural language processing is a keystone of our technology, and you will be working to solve difficult, open-ended problems with state-of-the-art machine learning R\u0026amp;D. Supported by our whole team and existing infrastructure, this position affords the opportunity to work across the spectrum of ideating, researching, experimenting, developing, validating, deploying, and monitoring models for a variety of challenging NLP problems.\n\n\n### What You’ll Be Working On:\nYou’ll be involved in all aspects of our NLP R\u0026amp;D, including extending our existing models and systems for modeling consumer discourse structures; generating pertinent follow-up questions; understanding and analyzing semi-structured data at scale; and clustering semi-structured through unsupervised and semi-supervised approaches. As we are treading new territory in market research, so too are our toolsets and capabilities evolving, and so we hope you will be excited and inspired as new challenges and goals arise.\n\n### Your Skills \u0026amp; Experience:\nWe’re looking for someone with several NLP projects under their belt, a strong fundamental understanding of machine learning, and most importantly a genuine curiosity for how language works. Aside from that, here are some of the skills and experience that will make you stand out, but we don’t expect you to have all of them:\n* Proficiency with Docker and other development tools\n* Demonstrable knowledge of recent trends in NLP\n* Experience with generative models and transformers\n* Professional experience deploying machine learning models into production\n* A passion for conversational design\n* Publications and/or a graduate degree in NLP or a related field\n\n\n### Application:\nThis position is permanent full-time, and hybrid remote + office (in Toronto). If you are interested, please send your CV and a brief email, explaining your interest and detailing one or more projects that you’ve worked on, to jobs@nexxt.in or apply directly on AngelList.\n\n### About Nexxt Intelligence:\n[Nexxt Intelligence](https://nexxt.in) is a technology startup based in Toronto. We take deep pride in providing our clients with unique insights through custom research, and our platform inca is built from the ground up to transform market research. Head over to our [website to learn more about our team](https://nexxt.in/team).

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