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AI Visibility Scorecard
The Carlton Winemakers Studio
winemakersstudio.com · Food & Beverage
Somewhat visible. AI bots can read The Carlton Winemakers Studio, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
ChatGPT · Meta AI · Claude · Apple Intelligence
#17,940 of 1,355,024 in Food & Beverage for AI visibility
6.3
/10
AEO Score
About The Carlton Winemakers Studio
from our crawl and measurement
"The Carlton Winemakers Studio is a collective of independent winemakers under one roof in Carlton, Oregon. Taste across a dozen small Willamette Valley vintners in one visit. Open daily." That is how The Carlton Winemakers Studio of Carlton, OR introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 7 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) 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
8
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
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 6.3/10, The Carlton Winemakers Studio has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Carlton Winemakers Studio
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Carlton Winemakers Studio.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/winemakersstudio
Cite this score: Engagemii (2026). "AEO Score for The Carlton Winemakers Studio." Retrieved from https://engagemii.com/aeo/brands/winemakersstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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