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AI Visibility Scorecard

Cellar Dwellar

Cellar Dwellar

Unclaimed

cellardwellar.com · Food & Beverage

At 2.1/10, Cellar Dwellar is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 10 times

Meta AI · Claude · Apple Intelligence · ChatGPT

#1,285,344 of 1,368,827 in Food & Beverage for AI visibility

2

AEO Visibility

i

Near-invisible · 2.1/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

?

AI Adoption

i

None detected · -/100

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About Cellar Dwellar

from our crawl and measurement

Cellar Dwellar works in Food & Beverage. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.1 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).

Industry · Food & Beverage
Last scored · May 21, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

0

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

1

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

0

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

6

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

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 2.1/10, Cellar Dwellar is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Cellar Dwellar: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on May 21, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/cellardwellar

Cite this score: Engagemii (2026). "AEO Score for Cellar Dwellar." Retrieved from https://engagemii.com/aeo/brands/cellardwellar

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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