AI Visibility Scorecard
Selections / Audrey Bilger
audreybilger.com · Education
Borderline visible. AI bots can crawl Selections / Audrey Bilger, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#463,348 of 937,379 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Selections / Audrey Bilger
from our crawl and measurement
Selections / Audrey Bilger is a business whose own site puts it this way: "As much as I valued publishing in scholarly venues, I also longed to be in conversation with a larger audience." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
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
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 4.7/10, Selections / Audrey Bilger is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Is Reed College’s New President Too Cool to Be a University Administrator?
Audrey Bilger owns a lot of “firsts.” First woman president of Reed College. First LGBTQ Reed prez. And, probably, the first college president to own a bigger record collection than her school’s entire student body. Bilger and her wife, Cheryl Pawelski, arrived on the 111-year-old school’s leafy Southeast Portland campus packing about 70,000 albums and CDs.
Is this your brand?
The exact fixes for Selections / Audrey Bilger
Which AI engines already crawl you
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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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/audreybilger
Cite this score: Engagemii (2026). "AEO Score for Selections / Audrey Bilger." Retrieved from https://engagemii.com/aeo/brands/audreybilger
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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