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AI Visibility Scorecard
Vision Research Lab
vision.ece.ucsb.edu · Technology
Well-positioned for AI search. The breakdown below shows where Vision Research Lab is still leaving points on the table.
AI engines read this profile 25 times
Meta AI · Claude · ChatGPT · ChatGPT Search
#8,272 of 2,658,247 in Technology for AI visibility
8
AEO Visibility
iVisible · 7.7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
2
AI Adoption
iBasic · 2/100
About Vision Research Lab
from our crawl and measurement
"The Vision Research Lab at UC Santa Barbara advances computer vision, artificial intelligence, and multimodal data science for materials, biology, ecology, healthcare, and geospatial." That is how Vision Research Lab introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.7 out of 10, a strong showing.
Our crawl found structured data on the page (ResearchOrganization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 10 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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 Authority
6
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
9
Press and news coverage.
Community
8
Forum and community discussion.
Social Mentions
8
Social discussion and mentions.
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 7.7/10, Vision Research Lab has a working base to build on - fixable, and the signals above are where to start.
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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/vision-ece-ucsb-edu
Cite this score: Engagemii (2026). "AEO Score for Vision Research Lab." Retrieved from https://engagemii.com/aeo/brands/vision-ece-ucsb-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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