Proof of Usefulness Report

Eightfold

Analysis completed on 1/20/2026

+711
Proof of Usefulness Score
Category Standard

Eightfold AI is a verified unicorn (valuation ~$2.1B) with significant market traction in the enterprise HR Tech space. While the submission itself was low-effort (claiming 'everyone' as the audience and providing vague reach descriptions), the verifiable data points (market cap, team size, domain) confirm it is a major industry player. The score reflects the massive scale and utility of the actual business, penalized slightly for the poor quality of the submission evidence regarding reach.

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+230
Audience Reach Impact+90
Technical Innovation+132
Evidence Of Traction+237.5
Market Timing Relevance+90
Functional Completeness+10
Subtotal+789.5
Usefulness Multiplierx0.9
Final Score+711

Project Details

Project URL
eightfold.ai
Description
Eightfold, operating under the domain eightfold.ai, is a technology company specializing in artificial intelligence-driven talent management solutions. The company offers a comprehensive Talent Intelligence Platform designed to help organizations with talent acquisition, management, and retention. By leveraging advanced AI and machine learning algorithms, Eightfold aims to provide insights and tools that enable companies to make more informed decisions about their workforce. Their platform is designed to enhance diversity, improve employee engagement, and optimize the overall talent lifecycle, ultimately helping businesses to build more effective and inclusive teams.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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