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AI Visibility Scorecard
MGK Engineering
mgkengineering.com · Home & Living
Borderline visible. AI bots can crawl MGK Engineering, 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 1 times
Meta AI
#720,297 of 1,264,848 in Home & Living for AI visibility
4.3
/10
AEO Score
About MGK Engineering
from our crawl and measurement
MGK Engineering is a business whose own site puts it this way: "Massoud Katebeh, P.E. provides MEP engineering in NJ and NY, mechanical, electrical, plumbing, structural, and fire alarm for residential and small commercial projects. Fast turnaround." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 4.3/10, MGK Engineering is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for MGK Engineering
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mgkengineering
Cite this score: Engagemii (2026). "AEO Score for MGK Engineering." Retrieved from https://engagemii.com/aeo/brands/mgkengineering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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