#459,403 OF 818,617 IN NONPROFITS
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AI Visibility Scorecard
Found A Butterfly
foundabutterfly.org · Nonprofits
Borderline visible. AI bots can crawl Found A Butterfly, 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
#459,403 of 818,617 in Nonprofits for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Found A Butterfly
from our crawl and measurement
Found A Butterfly, based in Baltimore, MD, describes itself simply: "Found A Butterfly is a Maryland-based nonprofit organization dedicated to supporting individuals affected by lupus. Founded by Kionne T." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.4/10, Found A Butterfly is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Lupus?
Living with lupus can be challenging. This autoimmune disease affects many aspects of life, from physical health to emotional well-being....
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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 September 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/foundabutterfly-org
Cite this score: Engagemii (2026). "AEO Score for Found A Butterfly." Retrieved from https://engagemii.com/aeo/brands/foundabutterfly-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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