AI Visibility Scorecard
Codex
codex.flywire.ai · Education
Borderline visible. AI bots can crawl Codex, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#348,731 of 937,047 in Education for AI visibility
5
AEO Visibility
iBorderline · 5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Codex
from our crawl and measurement
Codex is a business whose own site puts it this way: "FlyWire and Codex are hosted by the Princeton Neuroscience Institute of Princeton University." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Weak
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 5/10, Codex is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What's a connectome?
A connectome is a wiring diagram of a brain or nervous system - a map of its neurons and the synaptic connections between them. For the first time, we can explore an adult fruit fly’s entire brain neuron by neuron: about 150K neurons connected by more than 50M synapses. It is the most complete brain-wide connectome yet produced for an adult animal capable of complex behavior.
Is this your brand?
The exact fixes for Codex
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Codex.
Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codex-flywire-ai
Cite this score: Engagemii (2026). "AEO Score for Codex." Retrieved from https://engagemii.com/aeo/brands/codex-flywire-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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