Proof of Usefulness Report

Cornerstone OnDemand

Analysis completed on 2/7/2026

+718
Proof of Usefulness Score
Category Standard

Cornerstone OnDemand is a massive, established enterprise player in the workforce agility and LMS space, with verifiable reach exceeding 140 million users and a multi-billion dollar valuation history. While the submission data contains low-effort placeholders (e.g., 'most people have used my product', launch date 1985), the external reality of the project confirms top-tier traction, utility, and market presence. The score reflects its status as a global industry leader, penalized slightly for the low quality of the specific submission data provided.

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Score Breakdown

Real World Utility2.5)
Audience Reach Impact2.0)
Technical Innovation1.5)
Evidence Of Traction2.5)
Market Timing Relevance1.0)
Functional Completeness0.5)
Subtotal+797.5
Usefulness Multiplierx0.9
Final Score+718

Project Details

Project URL
cornerstoneondemand.com
Description
Cornerstone powers the potential of organizations and their people to thrive in a changing world. Cornerstone Galaxy, the complete AI-powered workforce agility platform, meets organizations where they are. With Galaxy, organizations can identify skills gaps and development opportunities, retain and engage top talent, and provide multimodal learning experiences to meet the diverse needs of the modern workforce. More than 7,000 organizations and 140 million users in 186 countries use Cornerstone Galaxy to build high-performing, future-ready organizations and people today. Visit: www.cornerstoneondemand.com. Follow us on Twitter @CornerstoneInc and Instagram @CornerstoneOnDemand, like us on Facebook at facebook.com/CSODcommunity and visit our blog resource corner https://www.cornerstoneondemand.com/resources/. Hiring Fraud Alert: Cornerstone will never make an official job offer without speaking on the phone and will never ask candidates for a text interview. If you’ve experienced either of these scenarios, please visit this page to learn more about hiring fraud: https://lnkd.in/dh2aFN8

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