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AI Visibility Scorecard
Maura A. Smale
maurasmale.com · Education
At 2.8/10, Maura A. Smale is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#796,715 of 860,518 in Education for AI visibility
2.8
/10
AEO Score
About Maura A. Smale
from our crawl and measurement
Maura A. Smale is a business whose own site puts it this way: "Our 2018 book, Academic Libraries for Commuter Students: Research-based Strategies, (available open access!) presents librarians’ and researchers’ studies on commuter students’ library use." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
0
No inbound links found yet.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 2.8/10, Maura A. Smale is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Maura A. Smale
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/maurasmale
Cite this score: Engagemii (2026). "AEO Score for Maura A. Smale." Retrieved from https://engagemii.com/aeo/brands/maurasmale
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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