▼ 0.7 since Jul 2026
#693,129 OF 825,647 IN NONPROFITS
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AI Visibility Scorecard
Friends of B.F. Jones Memorial Library
friendsofbfjones.org · Nonprofits
Borderline visible. AI bots can crawl Friends of B.F. Jones Memorial Library, 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
#693,129 of 825,647 in Nonprofits for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Friends of B.F. Jones Memorial Library
from our crawl and measurement
Friends of B.F. Jones Memorial Library works in Nonprofits. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.3 out of 10.
On the page itself the strengths are clear: crawler access and the files AI engines look for. What holds it back is sitemaps and entity links AI can follow, structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
Weak
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
Strong
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 3.3/10, Friends of B.F. Jones Memorial Library is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Friends of B.F. Jones Memorial Library
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/friendsofbfjones-org
Cite this score: Engagemii (2026). "AEO Score for Friends of B.F. Jones Memorial Library." Retrieved from https://engagemii.com/aeo/brands/friendsofbfjones-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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