#660,784 OF 1,948,704 IN MEDIA & ENTERTAINMENT
SCORE HISTORY BEGINS 2026-08-02
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AI Visibility Scorecard
cellarbrowser.com · Media & Entertainment
Somewhat visible. AI bots can read CellarBrowser, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
ChatGPT · Claude · Apple Intelligence · Meta AI
#660,784 of 1,948,704 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Elevate your tasting experience sustainably and affordably with our premium wines delivered quarterly to your door." That is how CellarBrowser introduces itself. Its AI visibility score is 5.1 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), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
5
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.
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 5.1/10, CellarBrowser has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for CellarBrowser
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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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cellarbrowser
Cite this score: Engagemii (2026). "AEO Score for CellarBrowser." Retrieved from https://engagemii.com/aeo/brands/cellarbrowser
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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