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AI Visibility Scorecard
Sotheby's Wine
wine.sothebys.com · E-commerce
Well-positioned for AI search. The breakdown below shows where Sotheby's Wine is still leaving points on the table.
AI engines read this profile 4 times
ChatGPT · Claude
#40 of 286,715 in E-commerce for AI visibility
7.8
/10
AEO Score
About Sotheby's Wine
from wine.sothebys.com
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 next dinner party, we invite you to explore our range or enlist the advice of our trusted team of specialists.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
7
Forum and community discussion.
8
Reddit mentions and discussion.
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 7.8/10, Sotheby's Wine has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sotheby's Wine
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on May 25, 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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