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AI Visibility Scorecard
Preferred Limo
limonapatours.com · Food & Beverage
Somewhat visible. AI bots can read Preferred Limo, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude · Apple Intelligence
#191,309 of 1,364,380 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Preferred Limo
from our crawl and measurement
Preferred Limo is a business whose own site puts it this way: "For the last two decades Preferred Limo provides luxury Napa and Sonoma wine tours. You can enjoy a beautiful scenic trip through wine country and visit some of Napa's prestigious wineries." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
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
8
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
6
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 5.4/10, Preferred Limo has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Preferred Limo
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/limonapatours
Cite this score: Engagemii (2026). "AEO Score for Preferred Limo." Retrieved from https://engagemii.com/aeo/brands/limonapatours
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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