AI Visibility Scorecard
Cellardoor Winery
mainewine.com · Food & Beverage
Somewhat visible. AI bots can read Cellardoor Winery, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 62 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#8,719 of 1,392,413 in Food & Beverage for AI visibility
43
AI Naming Predictability
iNamed sometimes · 43/100
More likely to be named than 99% of Food & Beverage companies
5
AEO Visibility
iBorderline · 5.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Cellardoor Winery
from our crawl and measurement
Cellardoor Winery, based in Lincolnville, ME, describes itself simply: "Made in Maine, our wines are created in small, handcrafted batches with grapes sourced from our vineyard as well as premier vineyards across the country." Its AI visibility score is 5.2 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), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 10 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.2/10, Cellardoor Winery has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cellardoor Winery
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mainewine
Cite this score: Engagemii (2026). "AEO Score for Cellardoor Winery." Retrieved from https://engagemii.com/aeo/brands/mainewine
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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