Proof of Usefulness Report

Instructure Holdings

Analysis completed on 1/23/2026

+884
Proof of Usefulness Score
Unicorn Utility

Instructure Holdings (Canvas LMS) is a market-dominant EdTech enterprise with verifiable multi-billion dollar valuation and tens of millions of users. While the submission text itself was brief and informal ('everyone', 'most people'), the provided email domain and market cap data confirm the project's massive scale and established utility. The project scores in the highest tier due to its critical role in global education infrastructure, despite a penalty for low-effort response quality.

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Score Breakdown

Real World Utility+237.5
Audience Reach Impact+200
Technical Innovation+127.5
Evidence Of Traction+300
Market Timing Relevance+90
Functional Completeness+7.5
Subtotal+962.5
Usefulness Multiplierx0.91
Final Score+884

Project Details

Project URL
instructure.com
Description
Instructure Holdings, accessible via instructure.com, is a leading educational technology company known for its innovative learning management systems. The company is best known for its flagship product, Canvas, which is widely used by educational institutions to facilitate online learning and enhance classroom experiences. Instructure provides a robust platform that supports a variety of educational needs, including course management, student engagement, and assessment tools. The company is committed to improving education through technology, offering solutions that are user-friendly, scalable, and designed to meet the evolving needs of educators and learners worldwide.

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