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AI Visibility Scorecard
12 ranch wines
12ranchwines.com · Food & Beverage
Borderline visible. AI bots can crawl 12 ranch wines, 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 3 times
Meta AI · Claude
#421,030 of 1,362,516 in Food & Beverage for AI visibility
4.9
/10
AEO Score
About 12 ranch wines
from our crawl and measurement
12 ranch wines describes itself simply: "We specialize in small, handcrafted lots of Merlot, Cabernet Sauvignon and Syrah. Our grapes are hand picked from select vineyards in the Rogue Valley of Southern Oregon." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file 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
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
8
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
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 4.9/10, 12 ranch wines is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 12 ranch wines
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/12ranchwines
Cite this score: Engagemii (2026). "AEO Score for 12 ranch wines." Retrieved from https://engagemii.com/aeo/brands/12ranchwines
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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