AI Visibility Scorecard
Crossref community forum
community.crossref.org · Technology
Somewhat visible. AI bots can read Crossref community forum, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · ShapBot
#100,106 of 2,705,505 in Technology for AI visibility
63
5
AEO Visibility
iBorderline · 5.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Crossref community forum
from our crawl and measurement
Crossref community forum is a business whose own site puts it this way: "Crossref runs open infrastructure to link research objects, entities, and actions, creating a lasting and reusable scholarly record." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
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
Fair
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
Weak
No inbound links found yet.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Fair
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 5.4/10, Crossref community forum has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Crossref community forum
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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.
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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/community-crossref-org
Cite this score: Engagemii (2026). "AEO Score for Crossref community forum." Retrieved from https://engagemii.com/aeo/brands/community-crossref-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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