What LLMs cite
compare digital course materials that save instructor time
From recent prompt runs · US · Updated October 25, 2026
GEOGrow tested this high-intent customer question across ChatGPT, Gemini, Perplexity, and Claude. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
McGraw-Hill Education
Leads across all key metrics
AI engines mentioning
3 of 4
McGraw-Hill Education appears in 3 of 4 AI engines
#1 recommendations
2
McGraw-Hill Education was the #1 recommendation twice.
AI answer share
75%
McGraw-Hill Education appears in 75% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated October 25, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | McGraw-Hill Education Claim your company | 3 of 4 | 2 | 75% |
| 2 | McGraw Hill Connect Claim | 1 of 4 | 1 | 25% |
| 3 | Coursera for Campus Claim | 1 of 4 | 1 | 25% |
| 4 | Cengage Claim | 4 of 4 | 0 | 100% |
| 5 | Pearson Claim | 4 of 4 | 0 | 100% |
| 6 | WileyPLUS Claim | 3 of 4 | 0 | 75% |
| 7 | Macmillan Learning Achieve Claim | 3 of 4 | 0 | 75% |
| 8 | Canvas by Instructure Claim | 1 of 4 | 0 | 25% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
+5 more in this answer
Gemini
+5 more in this answer
Perplexity
- 1. McGraw Hill Connect
- 2. Cengage
- 3. WileyPLUS
- 4. Pearson
- 5. Macmillan Learning Achieve
- 20. Stukent
Claude
- 1. Coursera for Campus
- 2. Pearson
- 3. McGraw-Hill Education
- 4. Cengage
- 5. Canvas by Instructure
- 6. Chegg Uversity / Chegg Study
+5 more in this answer
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- lsc.cornell.edu Learning from Digital Materials
- asuprepglobal.org Top 10 Digital Tools in the Classroom For Teachers
- mheducation.com McGraw Hill Higher Education
- cengage.com Cengage MindTap – Digital Learning Platform
- essaygrader.ai 76 Top Digital Resources for Teachers to Elevate Your ...
- pearson.com MyLab - Digital Learning Platforms
- reddit.com Using Coursera content to save prep time – r/Professors
- reddit.com Pearson MyLab saves grading time – r/Teachers
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
McGraw-Hill Education currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
McGraw-Hill Education currently leads this conversation.
Get ahead of the competition
Defend this answer before competitors close the gap.
Multiple businesses already appear in this answer set. Claim your company, improve your visibility, and compete for the recommendations students and institutions will actually see.
Leading in AI is an advantage — keeping it is the strategy.
Turn current visibility into durable pipeline with GEOGrow.
We work with one premium provider per service category and market.
How We Measure AI Answer Share
AI Answer Tracker by GEOGrow measures how companies appear when high-intent customer questions are asked across supported AI platforms. Results are observational snapshots and can vary by model, location, personalization, source availability, and date.
AI Answer Share is weighted recommendation appearances divided by all possible recommendation opportunities. Rankings shown here represent the responses collected during the stated research period and are not endorsements by GEOGrow. Method: 4 independent AI observations.
- Question tested
- compare digital course materials that save instructor time
- Market
- US
- AI engines
- ChatGPT, Gemini, Perplexity, and Claude
- Research date
- October 25, 2026