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AI Visibility Scorecard
Leighthouse Industries
leighthouseind.com · Technology
At 2.7/10, Leighthouse Industries 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 2 times
Claude
#2,383,274 of 2,623,574 in Technology for AI visibility
2.7
/10
AEO Score
About Leighthouse Industries
from our crawl and measurement
"About Leighthouse IndustriesOur MissionLeighthouse Industries is your one-stop solution for both expert welding services and efficient snow and ice removal." That is how Leighthouse Industries introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.7 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on basic crawler access. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
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
5
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.7/10, Leighthouse Industries is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Leighthouse Industries
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leighthouseind
Cite this score: Engagemii (2026). "AEO Score for Leighthouse Industries." Retrieved from https://engagemii.com/aeo/brands/leighthouseind
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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