▼ 1.1 since Jun 2026
#459,594 OF 1,367,856 IN HOME & LIVING
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AI Visibility Scorecard
LTB Mechanical Corp.
ltbmechanical.com · Home & Living
Borderline visible. AI bots can crawl LTB Mechanical Corp., 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 3 times
Meta AI · Claude
#459,594 of 1,367,856 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
25
Muse Index Score
iAI agent readiness
Agent-ready · 25/100
0
AI Adoption
iNone detected · 0/100
About LTB Mechanical Corp.
from our crawl and measurement
LTB Mechanical Corp. is a business whose own site puts it this way: "<p>LTB Mechanical Corp is a New York City based installation, service and energy management company." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
On its own pages the site does well on a clearly stated business identity. It is passable on some structured data, a workable page structure, basic crawler access and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page, other 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. None of that can be fixed on the page: it has to be earned.
The business dates to 1992.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
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 4.9/10, LTB Mechanical Corp. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LTB Mechanical Corp.
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ltbmechanical
Cite this score: Engagemii (2026). "AEO Score for LTB Mechanical Corp.." Retrieved from https://engagemii.com/aeo/brands/ltbmechanical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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