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AI Visibility Scorecard
Lighthouse Coffee
lighthousecoffeesb.com · Food & Beverage
Somewhat visible. AI bots can read Lighthouse Coffee, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#260,018 of 1,351,558 in Food & Beverage for AI visibility
5.2
/10
AEO Score
About Lighthouse Coffee
from our crawl and measurement
Lighthouse Coffee is a Santa Barbara, CA business whose own site puts it this way: "There's lots of spacious, outdoor seating, and a cool hangout vibe inside." Its AI visibility score is 5.2 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 (WebSite, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
7
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
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 5.2/10, Lighthouse Coffee has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lighthouse Coffee
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Lighthouse Coffee.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lighthousecoffeesb
Cite this score: Engagemii (2026). "AEO Score for Lighthouse Coffee." Retrieved from https://engagemii.com/aeo/brands/lighthousecoffeesb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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