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AI Visibility Scorecard
Orbis Cascade Alliance
alliance-primo.hosted.exlibrisgroup.com · Education
Somewhat visible. AI bots can read Orbis Cascade Alliance, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#15,962 of 891,766 in Education for AI visibility
6.9
/10
AEO Score
About Orbis Cascade Alliance
from our crawl and measurement
"The Alliance runs a shared library management system and discovery interface, works on collective purchasing, facilitates access to unique and local collections, and coordinates resource." That is how Orbis Cascade Alliance of Portland, OR introduces itself. Its AI visibility score is 6.9 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure. It is passable on a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage and it comes up on Reddit. There is some, but not much, sign that there is little discussion of it.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
6
Press and news coverage.
Community
3
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, Orbis Cascade Alliance has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Orbis Cascade Alliance
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/alliance-primo-hosted-exlibrisgroup
Cite this score: Engagemii (2026). "AEO Score for Orbis Cascade Alliance." Retrieved from https://engagemii.com/aeo/brands/alliance-primo-hosted-exlibrisgroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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