AI visibility score
3.8/ 10Weak

#1,122,035 of 1,966,218 in Media & Entertainment

As of 2026-08-02 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

CellarBrowser

CellarBrowser

Unclaimed

cellarbrowser.com · Media & Entertainment

Borderline visible. AI bots can crawl CellarBrowser, 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.

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AI engines read this profile 11 times

Claude · ChatGPT · Perplexity · Apple Intelligence

#1,122,035 of 1,966,218 in Media & Entertainment for AI visibility

19

AI Naming Predictability

i

Rarely named · 19/100

Media & Entertainment average 17

Top 23% of Media & Entertainment

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3.8

AEO Visibility

i

Near-invisible · 3.8/10

Media & Entertainment average 4.2

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.

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50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

Media & Entertainment average 15

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0

AI Adoption

i

None detected · 0/100

Media & Entertainment average 0

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About CellarBrowser

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. When AI engines look at it, they find little to work with. It scores 3.8 out of 10.

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).

Company ·
CellarBrowser
Website ·
cellarbrowser.com
Industry ·
Media & Entertainment
Location ·
Oakland, California
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 2026).)
Last scored ·
Aug 2, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Good

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Fair

Inbound links from other sites.

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 read your site and name it in answers. At 3.8/10, CellarBrowser is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for CellarBrowser

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Which AI engines already crawl you

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for CellarBrowser: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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CellarBrowser lists 45 products, 45 in stock, priced 10.00 to 149.99.

Show all 45 products

Machine-readable copy: the product feed (JSON).

Source & Attribution

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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