AI Visibility Scorecard
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
iNamed occasionally · 72/100
E-commerce average 18
Top 1% of E-commerce
See what's behind this score →6
-
Network Authority
iNot connected yet
E-commerce average 0.0
0 relationships · E-commerce average 9
See what's behind this score →50
Muse Index Score
iAI agent readiness
Transactable · 50/100
E-commerce average 27
See what's behind this score →0
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.
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.
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.
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.
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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The exact fixes for Sotheby's Wine
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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.
The full list of every product we captured is in the product feed (JSON).
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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