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AI Visibility Scorecard
home [LL4MA lab]
robot-learning.cs.utah.edu · Education
Well-positioned for AI search. The breakdown below shows where home [LL4MA lab] is still leaving points on the table.
AI engines read this profile 2 times
Claude · ChatGPT
#6,328 of 821,723 in Education for AI visibility
7.3
/10
AEO Score
About home [LL4MA lab]
from robot-learning.cs.utah.edu
LL4MA lab User Tools Log In Site Tools Search ToolsShow pagesourceLog In> Sidebar Home Publications People Software Data Outreach Teaching Reading Group Wiki (private) home Utah Learning Lab for Manipulation Autonomy Welcome to the Utah Learning Lab for Manipulation Autonomy–the LL4MA Lab–directed by professor Tucker Hermans.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
9
Forum and community discussion.
8
Reddit mentions and discussion.
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 7.3/10, home [LL4MA lab] has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for home [LL4MA lab]
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for home [LL4MA lab].
Source & Attribution
Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/robot-learning-cs-utah-edu
Cite this score: Engagemii (2026). "AEO Score for home [LL4MA lab]." Retrieved from https://engagemii.com/aeo/brands/robot-learning-cs-utah-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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