AI Visibility Scorecard
Vessel Refills
vesselrefills.com · E-commerce
Somewhat visible. AI bots can read Vessel Refills, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#90,744 of 738,283 in E-commerce for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Vessel Refills
from our crawl and measurement
"Welcome to Vessel, a zero waste refill shop in Escondido, CA. Half empty or half full, your cup overfloweth at Vessel." That is how Vessel Refills Home of Escondido, CA introduces itself. Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
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 5.7/10, Vessel Refills has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What even is a refill store?
A refill store, also known as a zero waste shop, is a retail storefront that centers sustainable living and eco-friendly alternatives to products that normally come with single-use plastic packaging. (Think: plastic toothpaste tubes, deodorant, laundry detergent jugs, etc.)Vessel Refills is a zero waste and bulk refill store offering eco-friendly home goods, sundries, toiletries, cosmetics, and more!
Is this your brand?
The exact fixes for Vessel Refills
Which AI engines already crawl you
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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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Vessel Refills lists 225 products, 169 in stock, priced 0.20 to 69.95.
Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vesselrefills
Cite this score: Engagemii (2026). "AEO Score for Vessel Refills." Retrieved from https://engagemii.com/aeo/brands/vesselrefills
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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