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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 36 times
Meta AI · Apple Intelligence · Claude · ChatGPT
#61,562 of 1,362,472 in Food & Beverage for AI visibility
5.9
/10
AEO Score
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 5.9 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
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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 Authority
3
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 5.9/10, Cellardoor Winery has a working base to build on - fixable, and the signals above are where to start.
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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
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 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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