Course Hero

Visibility60

Vibe67

Businesses/Education Technology/Course Hero

AI Visibility & Sentiment

Course Hero

Course Hero is an online learning platform that provides students with study resources including step-by-step explanations, study documents, expert tutoring, and AI-powered tools to help them succeed academically. The platform aggregates course materials from thousands of schools and offers 24/7 access to verified expert tutors.

Active Monitoring

coursehero.com

Education Technology Startups

AI Visibility Score

60/100

Good

Sentiment Score

67/100

AI Perception

Summary

Course Hero dominates course-specific mastery queries with a commanding presence on Gemini and AI Overviews, yet it is completely invisible in the critical 'AI-powered PDF study' and 'Expert Homework Support' categories. While the brand successfully captures 92% of the STEM Major persona, it is currently ceding the most high-intent AI tool use cases to competitors like Khan Academy and Quizlet.

Value Proposition

Empowers students to study seamlessly by providing relevant resources within their own documents, including step-by-step explanations, course-specific materials, and expert tutor assistance available 24/7

Overview

Mission

Own the study hour - helping students find all the relevant resources they need to succeed academically

Products & Services

AI Chat with PDF study toolExpert tutoring servicesCourse-specific study documentsStep-by-step homework explanationsSchool and course material database

Agent Breakdown

AI Platforms

How often do different AI platforms reference Course Hero?

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Conversation Analysis

Topics

What conversations is Course Hero included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Course Hero to, and when?

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Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Mastering Course Specific Content(2 queries)

“where can i find old study guides or practice exams for specific college courses, any good sites for that”

4/4 platforms mentioned

ChatGPT

1.MIT OpenCourseWare

2.Open Yale Courses

3.OpenStax

4.Saylor Academy

5.edX

12.CourseHero

+23 more

Claude

1.Course Hero

2.Chegg

3.StudySoup

4.Khan Academy

5.OpenStax

+2 more

Gemini

1.Course Hero

2.Studocu

3.OneClass

4.Stuvia

5.Quizlet

+2 more

AI Overviews

1.uNotes.net

2.Studocu

3.Course Hero

4.Quizlet

5.MIT OpenCourseWare

+2 more

“i'm struggling with intro to psych at my university, what are the best sites to find notes for my exact class”

4/4 platforms mentioned

ChatGPT

1.Canvas

2.Blackboard

3.Sanger Learning Center

4.OneClass

5.StuDocu

9.Course Hero

+16 more

Claude

1.Canvas

2.Blackboard

3.OneClass

4.StudySoup

5.Course Hero

+1 more

Gemini

1.StuDocu

2.Course Hero

3.Chegg

4.OneClass

5.LaTeX

+3 more

AI Overviews

1.Course Hero

2.Studocu

3.Quizlet

4.Knowt

5.MIT OpenCourseWare

+3 more

AI Powered PDF Study Assistance(1 query)

“help me find a tool where i can upload my textbook pdf and ask it questions or get summaries”

0/4 platforms mentioned

ChatGPT

1.ChatPDF

2.ChatWithPDF

3.Humata.ai

4.AskYourPDF

5.PDFGPT

+21 more

Claude

1.ChatPDF

2.GPT-4o

3.ChatGPT Plus

4.Elicit

5.Perplexity AI

Gemini

1.NotebookLM

2.ChatPDF

3.Humata.ai

4.PDF.ai

5.Perplexity AI

AI Overviews

1.Google NotebookLM

2.ChatPDF

3.AskYourPDF

4.Knowt

5.Humata AI

+3 more

Expert Homework Support(1 query)

“i'm stuck on a hard calc problem, who gives the best step-by-step explanations online”

0/4 platforms mentioned

ChatGPT

1.Khan Academy

2.PatrickJMT

3.Professor Leonard

4.3Blue1Brown

5.Paul's Online Math Notes

+12 more

Claude

1.Khan Academy

2.Professor Leonard

3.PatrickJMT

4.3Blue1Brown

5.Wolfram Alpha

+5 more

Gemini

1.WolframAlpha

2.Symbolab

3.Photomath

4.Mathematics Stack Exchange

AI Overviews

1.WolframAlpha

2.Mathos AI

3.Symbolab

4.Mathway

5.Chegg

+7 more

Trust & Evaluating Study Platforms(1 query)

“most trusted sites for college study resources and homework help right now”

3/4 platforms mentioned

ChatGPT

1.MIT OpenCourseWare

2.edX

3.Coursera

4.Open Yale Courses

5.Saylor Academy

12.Course Hero

+34 more

Claude

1.Google Scholar

2.JSTOR

3.PubMed

4.ResearchGate

5.Grammarly

+11 more

Gemini

1.Chegg

2.Course Hero

3.Bartleby

4.Bartleby Write

5.WolframAlpha

+12 more

AI Overviews

1.CourseworkExpert.com

2.Chegg

3.Tutor.com

4.MyEngineeringBuddy (MEB)

5.Course Hero

+8 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Exceptional performance on Gemini and AI Overviews with average positions of 2.9 and 2.4 respectively, indicating high search engine trust.

Strength

Near-total saturation of the 'STEM Major Mastery-Seeker' persona (92% mention rate), specifically for university-specific course materials.

Strength

Perfect brand-vibe-check performance, maintaining the #1 position across all platforms for direct brand inquiries.

Gap

Zero visibility for 'AI-Powered PDF Study Assistance' and 'Expert Homework Support' queries, which are core growth areas for AI-native education.

Gap

Significant ranking lag on ChatGPT (average position 12.8), where the brand is often buried at the bottom of long resource lists.

Gap

Underperformance in the 'Career-Pivot Professional' persona, where visibility drops to 63% and average position falls to 10.2.

Opportunity

Capture the 'AI-native student' market by explicitly indexing and marketing document-upload features as 'AI PDF Assistance'.

Opportunity

Improve ChatGPT sentiment and placement by shifting from a 'document repository' narrative to a 'proactive study partner' narrative.

Opportunity

Leverage existing dominance in university-specific content to dominate 'Nursing' and 'Professional' personas where positions are currently volatile.

Technical Health

Site Health for AI Visibility

How well Course Hero's website is optimized for AI agent discovery and comprehension.

93/100

18 passed 2 warnings

Audited 2/28/2026

Crawlability90

Can AI bots find your pages?

Technical100

SSL, mobile, doctype basics

On-Page SEO93

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

Title may be truncated in search results (158 characters)

Shorten the title to under 60 characters.

Meta description may be truncated (191 characters)

Shorten to under 160 characters.

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Brand Identity

Brand Voice & Style

How AI perceives Course Hero's communication style and personality

Course Hero communicates with an encouraging, student-centric voice that balances academic credibility with approachable support. The tone is helpful and empowering, positioning the platform as a trusted study companion rather than a replacement for learning. Messaging emphasizes efficiency, accessibility, and success, using clear and direct language that resonates with busy students seeking practical solutions.

Core Tone Traits

Supportive & Encouraging

Positions itself as a helpful study partner that empowers students to succeed

Clear & Direct

Uses straightforward language that busy students can quickly understand

Student-Centric

Speaks directly to student pain points and academic challenges

Trustworthy & Credible

Emphasizes verified experts, real student contributions, and academic integrity

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Course Hero

Course Hero31 mentions

Khan Academy22 mentions

MIT OpenCourseWare21 mentions

Quizlet21 mentions

StuDocu20 mentions

Chegg14 mentions

OneClass13 mentions

Symbolab13 mentions

Chegg Study12 mentions

OpenStax8 mentions

ChatPDF8 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

MIT OpenCourseWare

http://ocw.mit.edu/

Referenced in 1 query

Review

Open Yale Courses

http://oyc.yale.edu/

Referenced in 1 query

Review

OpenStax

http://openstax.org/

Referenced in 1 query

Review

Saylor Academy

http://saylor.org/

Referenced in 1 query

Review

Internet Archive / Wayback Machine

http://archive.org/

Referenced in 1 query

Review

StuDocu

http://studocu.com/

Referenced in 1 query

Review

CourseHero

http://coursehero.com/

Referenced in 1 query

Review

OneClass

http://oneclass.com/

Referenced in 1 query

Review

StudyLib

http://studylib.net/

Referenced in 1 query

Review

StudyStack

http://studystack.com/

Referenced in 1 query

Review

Khan Academy

http://khanacademy.org/

Referenced in 1 query

Review

Chemistry LibreTexts

http://chem.libretexts.org/

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Optimize site architecture and metadata for 'AI-Powered PDF Study' and 'Textbook Analysis' keywords.

Course Hero currently has 0% visibility for these high-growth queries, allowing smaller AI-native tools to capture the modern student workflow.

Impact: High

Re-engineer content for 'Expert Homework Support' to emphasize step-by-step calculus and math solutions.

Competitors like Symbolab and Chegg are winning high-intent 'stuck on a problem' queries while Course Hero is largely unmentioned in this context.

Impact: High

Develop a targeted PR and backlink strategy focused on 'Most Trusted Study Sites' to lift ChatGPT rankings.

While ChatGPT mentions the brand 75% of the time, the average position of 12.8 suggests low authority in the model's 'Top 5' recommendation layer.

Impact: Medium

Create persona-specific landing pages for 'Nursing' and 'Professional' certification prep.

Visibility for these personas is significantly lower than for STEM students, representing a major untapped market for AI discovery.

Impact: Medium

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Backing

Investors

Craft Ventures

Data generated by Pendium.ai AI visibility scanning. Last scanned February 28, 2026.

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