AI visibility score
5.5/ 10Fair

#4,773 of 739,305 in E-commerce

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

AI Visibility Scorecard

Sotheby's Wine

Sotheby's Wine

Unclaimed

wine.sothebys.com · E-commerce

Somewhat visible. AI bots can read Sotheby's Wine, but it is missing signals that would get it named ahead of competitors.

AI engines read this profile 40 times

Meta AI · Claude · Perplexity · ChatGPT

#4,773 of 739,305 in E-commerce for AI visibility

72

AI Naming Predictability

i

Named occasionally · 72/100

E-commerce average 18

Top 1% of E-commerce

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6

AEO Visibility

i

Borderline · 5.5/10

E-commerce average 4.0

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-

Network Authority

i

Not connected yet

E-commerce average 0.0

0 relationships · E-commerce average 9

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50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

E-commerce average 27

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0

AI Adoption

i

None detected · 0/100

E-commerce average 0

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About Sotheby's Wine

from our crawl and measurement

Sotheby's Wine describes itself simply: "Sotheby’s Wine offers a selection of the world’s best wines for every palate and occasion. Whether you are an adventurous collector or are simply in search of a fine bottle to serve at your." Its AI visibility score is 5.5 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, WebSite), an llms.txt file for AI models and a sitemap.

AI crawlers have visited 11 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.

Company ·
Sotheby's Wine
Industry ·
E-commerce
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

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

Fair

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

Good

Established authority for your domain.

Reference Presence

Strong

Recognized in AI knowledge graphs.

News & Press

Strong

Press and news coverage.

Community

Good

Forum and community discussion.

Social Mentions

Strong

Social discussion and mentions.

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 5.5/10, Sotheby's Wine has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

Are You Over 21 Years Of Age?

I am over 21 I am under 21 You must be of legal drinking age to enter and use this site.

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Picked for Sotheby's Wine: 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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Sotheby's Wine lists 1,000+ products, 1,000 in stock, priced 0.00 to 10,000.00.

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/wine-sothebys

Cite this score: Engagemii (2026). "AEO Score for Sotheby's Wine." Retrieved from https://engagemii.com/aeo/brands/wine-sothebys

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

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