AI visibility score
5.4/ 10Fair

#6,448 of 738,818 in E-commerce

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Cellar.com

Cellar.com

Unclaimed

cellar.com · E-commerce

Somewhat visible. AI bots can read Cellar.com, but it is missing the structured signals that push citation rate above competitors.

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AI engines read this profile 12 times

Meta AI · Claude · Apple Intelligence · ShapBot

#6,448 of 738,818 in E-commerce for AI visibility

63

AI Naming Predictability

i

Named sometimes · 63/100

Top 1% of E-commerce

5

AEO Visibility

i

Borderline · 5.4/10

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About Cellar.com

from our crawl and measurement

"Skip to content Sell Your Wine and Spirits Free Local Delivery in DC on orders over $100 | $25 Shipping on Orders +$299 Search." That is how Cellar.com of N.E. Washington, DC introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.

Industry · E-commerce
Last scored · Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Fair

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.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.4/10, Cellar.com has a working base to build on - fixable, and the signals above are where to start.

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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 Cellar.com: How-To

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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Cellar.com lists 1,000+ products, 632 in stock, priced 0.50 to 4,599.99.

Show 500 of 1,000+ products

The full list of every product we captured is in 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/cellar

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

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

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