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AI Visibility Scorecard
Ledger David Cellars - Vineyard and Winery in Southern Oregon
ledgerdavid.com · Food & Beverage
Somewhat visible. AI bots can read Ledger David Cellars - Vineyard and Winery in Southern Oregon, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#300,570 of 1,351,558 in Food & Beverage for AI visibility
5.1
/10
AEO Score
About Ledger David Cellars - Vineyard and Winery in Southern Oregon
from our crawl and measurement
Ledger David Cellars is one of the businesses we track in the Food & Beverage space. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite). 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
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 5.1/10, Ledger David Cellars - Vineyard and Winery in Southern Oregon has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ledger David Cellars - Vineyard and Winery in Southern Oregon
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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ledgerdavid
Cite this score: Engagemii (2026). "AEO Score for Ledger David Cellars - Vineyard and Winery in Southern Oregon." Retrieved from https://engagemii.com/aeo/brands/ledgerdavid
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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