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AI Visibility Scorecard
ARDB
ardb.cbcb.umd.edu · Education
At 1.5/10, ARDB is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#815,958 of 824,303 in Education for AI visibility
1.5
/10
AEO Score
About ARDB
from ardb.cbcb.umd.edu
Resistance Genes Database Welcome to Antibiotic Resistance Genes Database Home Page Our motivations in creating ARDB are to: provide a centralized compendium of information on antibiotic resistance facilitate the consistent annotation of resistance information in newly sequenced organisms facilitate the identification and characterization of new genes News ARDB is no longer being maintained.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
1
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
9
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 1.5/10, ARDB is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ARDB
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on July 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ardb-cbcb-umd-edu
Cite this score: Engagemii (2026). "AEO Score for ARDB." Retrieved from https://engagemii.com/aeo/brands/ardb-cbcb-umd-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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