#93,130 OF 206,913 IN BEAUTY & PERSONAL CARE
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AI Visibility Scorecard
Four Waters
four-waters.com · Beauty & Personal Care
Borderline visible. AI bots can crawl Four Waters, 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
#93,130 of 206,913 in Beauty & Personal Care for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Four Waters
from our crawl and measurement
Four Waters™ · Tallow and aloe skin cream, beard oil, stone-milled flour. Handmade in Michigan. is a business whose own site puts it this way: "Four Waters makes small-batch flour, vanilla extract, lotion and lip balm by hand in Michigan. Made in small batches, sold direct." 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 (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
10
Clear headings and answer-style content.
Entity Clarity
9
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
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, Four Waters is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Where to start?
Anywhere in the US: start with the TaloVera Skin Cream. It is the one we would put in your hand first, and the reason most people come back.
Is this your brand?
The exact fixes for Four Waters
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Four Waters.
Source & Attribution
Scored by Engagemii on September 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/four-waters
Cite this score: Engagemii (2026). "AEO Score for Four Waters." Retrieved from https://engagemii.com/aeo/brands/four-waters
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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