AI Visibility Scorecard
The American Chestnut Foundation
tacf.org · Nonprofits
Well-positioned for AI search. The breakdown below shows where The American Chestnut Foundation is still leaving points on the table.
AI engines read this profile 42 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#895 of 827,020 in Nonprofits for AI visibility
7
AEO Visibility
iVisible · 7.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About The American Chestnut Foundation
from our crawl and measurement
"Our vision is a robust eastern forest returned to its splendor." That is how The American Chestnut Foundation introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a few credibility markers and basic crawler access. What holds it back is structured data describing the business.
Off the page, other sites link to it, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Good
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
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 7.1/10, The American Chestnut Foundation has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The American Chestnut Foundation
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tacf-org
Cite this score: Engagemii (2026). "AEO Score for The American Chestnut Foundation." Retrieved from https://engagemii.com/aeo/brands/tacf-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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