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AI Visibility Scorecard
libguides.smith.edu
libguides.smith.edu · Education
Somewhat visible. AI bots can read libguides.smith.edu, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Meta AI
#37,401 of 875,759 in Education for AI visibility
6.6
/10
AEO Score
About libguides.smith.edu
from our crawl and measurement
"Ask Us / Meet with Us Meet with Us [email protected] Subject Research Guides A-Z Database List Full list of Databases the library subscribes to, including trial access." That is how libguides.smith.edu introduces itself. Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
8
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
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
7
Press and news coverage.
Community
6
Forum and community discussion.
Social Mentions
0
No social discussion 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 6.6/10, libguides.smith.edu has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for libguides.smith.edu
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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/libguides-smith-edu
Cite this score: Engagemii (2026). "AEO Score for libguides.smith.edu." Retrieved from https://engagemii.com/aeo/brands/libguides-smith-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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