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AI Visibility Scorecard
Seabold Cellars
seaboldcellars.com · Food & Beverage
Borderline visible. AI bots can crawl Seabold Cellars, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#546,604 of 1,354,827 in Food & Beverage for AI visibility
4.6
/10
AEO Score
About Seabold Cellars
from our crawl and measurement
Seabold Cellars is a Carmel Valley, CA business whose own site puts it this way: "Discover Seabold Cellars' unique wines from Monterey Bay vineyards. Taste California's coastal terroir right here in Carmel Valley Village." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (Place, Winery, Organization). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
10
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
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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 4.6/10, Seabold Cellars is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Seabold Cellars
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Seabold Cellars.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/seaboldcellars
Cite this score: Engagemii (2026). "AEO Score for Seabold Cellars." Retrieved from https://engagemii.com/aeo/brands/seaboldcellars
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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