AI Visibility Scorecard
OpenAlex: The open catalog to the global research system
openalex.org · Other
Somewhat visible. AI bots can read OpenAlex: The open catalog to the global research system, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Claude · Apple Intelligence · Meta AI · Perplexity
100
7
AEO Visibility
iVisible · 6.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About OpenAlex: The open catalog to the global research system
from our crawl and measurement
OpenAlex is a business whose own site puts it this way: "OpenAlex indexes half a billion scholarly works, with their authors, institutions, sources and topics, and makes them free to search, analyze and reuse through our web app, API and bulk." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged 7 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
Social Mentions
Good
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 6.6/10, OpenAlex: The open catalog to the global research system has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for OpenAlex: The open catalog to the global research system
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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.
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Source & Attribution
Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/openalex-org
Cite this score: Engagemii (2026). "AEO Score for OpenAlex: The open catalog to the global research system." Retrieved from https://engagemii.com/aeo/brands/openalex-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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