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AI Visibility Scorecard
Silver Oak Cellars
silveroak.com · wine and spirits
Somewhat visible. AI bots can read Silver Oak Cellars, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · ChatGPT
#9,368 of 510,905 in E-commerce for AI visibility
6.5
/10
AEO Score
About Silver Oak Cellars
from our crawl and measurement
"For 50 years, Silver Oak Cabernet Sauvignon has been crafted in Napa & Alexander Valley. Discover our wines today." That is how Silver Oak Cellars introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a workable page structure and partial sitemap and link coverage. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established, press coverage is thin and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and nobody is discussing it where AI engines look.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). The business dates to 1972.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
4
Press and news coverage.
Community
0
No community discussion yet.
1
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 6.5/10, Silver Oak Cellars has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Silver Oak Cellars
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/silveroak
Cite this score: Engagemii (2026). "AEO Score for Silver Oak Cellars." Retrieved from https://engagemii.com/aeo/brands/silveroak
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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