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AI Visibility Scorecard
OAC
ark.cdlib.org · Nonprofits
Somewhat visible. AI bots can read OAC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Claude · Apple Intelligence
#2,340 of 750,823 in Nonprofits for AI visibility
6.9
/10
AEO Score
About OAC
from our crawl and measurement
OAC describes itself simply: "Skip to main content Skip to search 🎉 Welcome to the new OAC!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
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
3
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 Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
4
Press and news coverage.
Community
6
Forum and community discussion.
7
Reddit mentions and discussion.
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 6.9/10, OAC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for OAC
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Most Motivated Donors Are Leaving Without Giving
Here's the moment that happens on nonprofit websites every single day.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ark-cdlib-org
Cite this score: Engagemii (2026). "AEO Score for OAC." Retrieved from https://engagemii.com/aeo/brands/ark-cdlib-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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