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AI Visibility Scorecard
The Village Company
misterbubble.com · Beauty & Personal Care
Borderline visible. AI bots can crawl The Village Company, 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
#58,851 of 147,156 in Beauty & Personal Care for AI visibility
4.7
/10
AEO Score
About The Village Company
from our crawl and measurement
The Village Company is a business whose own site puts it this way: "From his signature bubbles, to products that spark creativity and encourage STEM play, Mr. Bubble has been America's favorite bath time buddy for over 60 years." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Article, Organization) and a readable heading structure. It is missing an llms.txt file 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
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
1
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 4.7/10, The Village Company is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Village Company
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Skin Type Isn't One-Size-Fits-All. Neither Should Your Brand's Advice Be.
Beauty is personal in a way that almost no other category is.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Village Company.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/misterbubble
Cite this score: Engagemii (2026). "AEO Score for The Village Company." Retrieved from https://engagemii.com/aeo/brands/misterbubble
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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