Proof of Usefulness Report

WitsWriter

Analysis completed on 2/18/2026

+28
Proof of Usefulness Score
You're In Business

WitsWriter is an early-stage academic writing tool (SaaS) that utilizes a 'Bring Your Own Key' (BYOK) model for LLM integration. While the product exists and addresses a valid pain point (academic literature review), the submission is heavily penalized for demonstrably false traction claims ('most people have used my product') and vague audience definitions. Search results confirm it is a new, unfunded project (founded 2025) with minimal social footprint (~78 followers), contradicting the inflated usage claims. It is a functional wrapper around existing AI APIs with low technical novelty.

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+60
Audience Reach Impact+5
Technical Innovation+30
Evidence Of Traction+5
Market Timing Relevance+50
Functional Completeness+10
Subtotal+25.875
Usefulness Multiplierx1.08
Final Score+28

Project Details

Project URL
Description
Academic researchers often face challenges like time-consuming literature reviews, finding relevant papers, and identifying research gaps. WitsWriter simplifies this process with AI-powered tools that analyse papers, generate citations, and uncover key insights—saving time while enhancing research quality.

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