#556,669 OF 724,275 IN E-COMMERCE
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AI Visibility Scorecard
Coast Highway Liquor
savebeacons.com · E-commerce
Borderline visible. AI bots can crawl Coast Highway Liquor, 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 1 times
Claude
#556,669 of 724,275 in E-commerce for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Coast Highway Liquor
from our crawl and measurement
"Traditional beach, surf and waterman's wear since 1875. Leucadia clothier manufactures American hand crafted, hand sewn apparel and accessories for the California casual lifestyle." That is how Coast Highway Liquor introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Our crawl found structured data on the page (Organization, WebSite) and a readable heading structure. It is missing an llms.txt file 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
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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 3.4/10, Coast Highway Liquor is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Coast Highway Liquor
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Coast Highway Liquor.
Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/savebeacons
Cite this score: Engagemii (2026). "AEO Score for Coast Highway Liquor." Retrieved from https://engagemii.com/aeo/brands/savebeacons
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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