▼ 0.5 since Aug 2026
#15,810 OF 1,964,804 IN MEDIA & ENTERTAINMENT
⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
Sotheby's
· Media & Entertainment
Somewhat visible. AI bots can read Sotheby's, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 21 times
Meta AI · ChatGPT · Claude
#15,810 of 1,964,804 in Media & Entertainment for AI visibility
7
AEO Visibility
iVisible · 6.7/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Sotheby's
from our crawl and measurement
cms.sothebys.com describes itself simply: "Sotheby's is the premier destination for auctions and private sales of Contemporary, Modern & Impressionist, Old Master Paintings, Jewelry, Watches, Wine, Decorative Arts, Asian Art & more." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found structured data on the page (WebPage, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.7/10, Sotheby's 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
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Sotheby's.
Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cms-sothebys
Cite this score: Engagemii (2026). "AEO Score for Sotheby's." Retrieved from https://engagemii.com/aeo/brands/cms-sothebys
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform