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AI Visibility Scorecard
Old Harbor Lighthouse, LLC
oldharborlighthouse.com · Food & Beverage
At 2.5/10, Old Harbor Lighthouse, LLC is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 3 times
Claude · Amazon Alexa · Meta AI
#1,216,934 of 1,356,707 in Food & Beverage for AI visibility
2.5
/10
AEO Score
About Old Harbor Lighthouse, LLC
from our crawl and measurement
oldharborlighthouse.com is a business whose own site puts it this way: "Old Harbor Lighthouse Home Contact us Inquiries Welcome to Old Harbor Lighthouse Iconic lighthouse by the South Haven harbor The Old Harbor Lighthouse, LLC, is a family-owned property." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic), AmazonBot (Alexa AI) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
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 2.5/10, Old Harbor Lighthouse, LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Old Harbor Lighthouse, LLC
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Old Harbor Lighthouse, LLC.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/oldharborlighthouse
Cite this score: Engagemii (2026). "AEO Score for Old Harbor Lighthouse, LLC." Retrieved from https://engagemii.com/aeo/brands/oldharborlighthouse
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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