AI Visibility Scorecard
Cottingham Fine Art
cottinghamfineart.com · Other
At 0.85/10, Cottingham Fine Art is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Content Structure, E-E-A-T Signals and AI Discoverability. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
7
AI Naming Predictability
iRarely named · 7/100
Average 15
Top 82% of Other
See what's behind this score →0.85
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →25
0
About Cottingham Fine Art
from our crawl and measurement
Cottingham Fine Art is a business whose own site puts it this way: "Cottingham Fine Art provides advice about buying, selling and appraising art. Founded by Bill Cottingham, who has over 40 years of experience in the art world." When AI engines look at it, they find little to work with. It scores 0.85 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap. It also found the gaps that keep answer engines guessing: an llms.txt file, a heading structure that lays out what it offers.
- Company ·
- Cottingham Fine Art
- Website ·
- cottinghamfineart.com
- Industry ·
- Other
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 0.85/10, Cottingham Fine Art is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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The exact fixes for Cottingham Fine Art
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cottinghamfineart
Cite this score: Engagemii (2026). "AEO Score for Cottingham Fine Art." Retrieved from https://engagemii.com/aeo/brands/cottinghamfineart
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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