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AI Visibility Scorecard
CIRS - Marine Robotics Research
cirs.udg.edu · Education
Somewhat visible. AI bots can read CIRS - Marine Robotics Research, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#26,837 of 904,067 in Education for AI visibility
6.7
/10
AEO Score
About CIRS - Marine Robotics Research
from our crawl and measurement
CIRS is a business whose own site puts it this way: "Advanced Infrastructure for Underwater Robotics Research Infrastructure Robots Pressure Chamber Sextant II Ship Water Tank Marine Robotics Research Infrastructure Network We were part of." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on some structured data, a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it, the domain reads as established and AI engines recognise it as a distinct business. There is some, but not much, sign that there is little discussion of it. Beyond that, there is no press coverage to draw on and it does not come up on Reddit.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
4
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 Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
3
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 6.7/10, CIRS - Marine Robotics Research has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for CIRS - Marine Robotics Research
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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/cirs-udg-edu
Cite this score: Engagemii (2026). "AEO Score for CIRS - Marine Robotics Research." Retrieved from https://engagemii.com/aeo/brands/cirs-udg-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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