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AI Visibility Scorecard
The Cougar Fund
www.cougarfund.org · Nonprofits
Borderline visible. AI bots can crawl The Cougar Fund, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#368,109 of 621,218 in Nonprofits for AI visibility
4.6
/10
AEO Score
About The Cougar Fund
from our crawl and measurement
The Cougar Fund describes itself simply: "Protecting the cougar, also known as a mountain lion, puma, and panther, and other carnivores throughout the Americas since 2001." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
On its own pages the site does well on sitemaps and entity links AI can follow. It is passable on a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is structured data describing the business and a heading structure that lays out what it offers.
Off the page there is only faint evidence that only a handful of sites link to it and the domain is only lightly established. Beyond that, 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. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.6/10, The Cougar Fund is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Cougar Fund
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-cougarfund-org
Cite this score: Engagemii (2026). "AEO Score for The Cougar Fund." Retrieved from https://engagemii.com/aeo/brands/www-cougarfund-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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