AI Visibility Scorecard
Flotation Army
flotationarmy.com · Nonprofits
Borderline visible. AI bots can crawl Flotation Army, 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
#705,310 of 825,895 in Nonprofits for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Flotation Army
from our crawl and measurement
Flotation Army is a business whose own site puts it this way: "The Flotation Army We want to show the world what the true meaning of a floation device is." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, 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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.4/10, Flotation Army is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why did this question come up?
So I may have told some friends that I arrived to this country on a flotation device when I first met them. What I did not tell them that I was referring to an airplane, because airplanes can float on water. Since then, we have been debating over this, but until the definition of the phrase "flotation device" is changed, this argument may always remain a gray area.
What can you do to help this movement?
We are on a mission to change the perception of what a "flotation device" really means. But also, I want to win against my friends in this argument. We have listed below a few things you can do to help. Create awareness Tweet or share your thoughts on social media, and let people know that airplanes should be considered flotation devices.
Is this your brand?
The exact fixes for Flotation Army
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/flotationarmy
Cite this score: Engagemii (2026). "AEO Score for Flotation Army." Retrieved from https://engagemii.com/aeo/brands/flotationarmy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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