AI Visibility Scorecard
BubbleBox
bubbleboxproject.org · Nonprofits
Borderline visible. AI bots can crawl BubbleBox, 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 2 times
Claude
#326,877 of 827,653 in Nonprofits for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
40
Muse Index Score
iAI agent readiness
Transactable · 40/100
0
AI Adoption
iNone detected · 0/100
About BubbleBox
from our crawl and measurement
"BubbleBox construit des modules de douches mobiles autonomes pour offrir un accès gratuit et décent à l'hygiène aux personnes sans-abris, mal-logées, migrantes et réfugiées." That is how BubbleBox introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
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
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 4/10, BubbleBox is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
DE SES BÉNÉFICIAIRES ?
BubbleBox est un module d'hygiène construit dans un conteneur maritime recyclé. Chaque module accueille 3 cabines individuelles et peut fournir jusqu'à 100 douches par jour.
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The exact fixes for BubbleBox
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bubbleboxproject-org
Cite this score: Engagemii (2026). "AEO Score for BubbleBox." Retrieved from https://engagemii.com/aeo/brands/bubbleboxproject-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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