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AI Visibility Scorecard
About CODA
resolver.caltech.edu · Education
Well-positioned for AI search. The breakdown below shows where About CODA is still leaving points on the table.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence
#7,914 of 907,759 in Education for AI visibility
7
AEO Visibility
iVisible · 7.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About About CODA
from our crawl and measurement
"Mainly articles, but also books, book chapters, technical reports, conference papers and more." That is how About CODA introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.3 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on a few credibility markers. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow and structured data describing the business.
Away from its own site, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited 3 times in our tracking, including Meta AI and ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
10
Inbound links from other sites.
Domain Authority
6
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
8
Press and news coverage.
Community
9
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 7.3/10, About CODA has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for About CODA
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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/resolver-caltech-edu
Cite this score: Engagemii (2026). "AEO Score for About CODA." Retrieved from https://engagemii.com/aeo/brands/resolver-caltech-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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