AI Visibility Scorecard
McGraw Hill Higher Education
mhprofessional.com · Education
Somewhat visible. AI bots can read McGraw Hill Higher Education, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 12 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#378 of 937,749 in Education for AI visibility
98
AI Naming Predictability
iAI names companies like this often · 98/100
Education average 14
Top 1% of Education
See what's behind this score →7
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Education average 13
See what's behind this score →0
About McGraw Hill Higher Education
from our crawl and measurement
McGraw Hill Higher Education is a business whose own site puts it this way: "Learn about McGraw Hill's digital learning platforms, textbooks, teaching resources, and online services for students and instructors in higher education." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 12 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
- Company ·
- McGraw Hill Higher Education
- Website ·
- mhprofessional.com
- Industry ·
- Education
- Location ·
- New York, New York
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 6.7/10, McGraw Hill Higher Education has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for McGraw Hill Higher Education
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on November 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mhprofessional
Cite this score: Engagemii (2026). "AEO Score for McGraw Hill Higher Education." Retrieved from https://engagemii.com/aeo/brands/mhprofessional
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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