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AI Visibility Scorecard
Grant Miller
ngmiller.people.stanford.edu · Education
Well-positioned for AI search. The breakdown below shows where Grant Miller is still leaving points on the table.
Monitoring for AI engine activity
In the Engagemii AEO index
#8,976 of 865,685 in Education for AI visibility
7.1
/10
AEO Score
About Grant Miller
from our crawl and measurement
Grant Miller is a business whose own site puts it this way: "Skip to main content Skip to secondary navigation Grant Miller Grant Miller Henry J." Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.
Our crawl found a clear heading structure, a clearly stated business identity. It also found the gaps that keep answer engines guessing: structured data describing the business, credibility markers like credentials or reviews, sitemaps and entity links AI can follow.
Away from its own site, other sites link to it and AI engines recognise it as a distinct business. On the other hand it does not come up on Reddit.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
8
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
10
Press and news coverage.
Community
9
Forum and community discussion.
0
No Reddit mentions found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 7.1/10, Grant Miller has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Grant Miller
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ngmiller-people-stanford-edu
Cite this score: Engagemii (2026). "AEO Score for Grant Miller." Retrieved from https://engagemii.com/aeo/brands/ngmiller-people-stanford-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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