▼ 0.7 since Jul 2026
#1,623,283 OF 2,694,761 IN TECHNOLOGY
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AI Visibility Scorecard
CellarFox — Wine Intelligence for Serious Collectors
cellarfox.com · Technology
Borderline visible. AI bots can crawl CellarFox — Wine Intelligence for Serious Collectors, 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 1 times
Claude
#1,623,283 of 2,694,761 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
0
AI Adoption
iNone detected · 0/100
About CellarFox — Wine Intelligence for Serious Collectors
from our crawl and measurement
"Wine intelligence app for serious collectors. Fox Picks recommends what to drink tonight, your taste profile learns what you love, and drinking windows alert you before bottles pass their." That is how CellarFox Wine Intelligence for Serious Collectors introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found structured data on the page (SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 4.3/10, CellarFox — Wine Intelligence for Serious Collectors is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CellarFox — Wine Intelligence for Serious Collectors
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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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cellarfox
Cite this score: Engagemii (2026). "AEO Score for CellarFox — Wine Intelligence for Serious Collectors." Retrieved from https://engagemii.com/aeo/brands/cellarfox
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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