AI Visibility Scorecard
Lighthouse Management Group
lighthousemanagement.com · Food & Beverage
Borderline visible. AI bots can crawl Lighthouse Management Group, 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 18 times
Meta AI · Apple Intelligence · ChatGPT · Claude
#824,173 of 1,393,668 in Food & Beverage for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Lighthouse Management Group
from our crawl and measurement
"Like our Lighthouse namesake, we help you steer your business out of a sea of uncertainty and distress back into calm waters." That is how Lighthouse Management Group of New Brighton, MN introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 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.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.1/10, Lighthouse Management Group is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lighthouse Management Group
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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lighthousemanagement
Cite this score: Engagemii (2026). "AEO Score for Lighthouse Management Group." Retrieved from https://engagemii.com/aeo/brands/lighthousemanagement
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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