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AI Visibility Scorecard
kookandson.com · Home & Living
Somewhat visible. AI bots can read Kook and Son | Hudson County NJ Heating, Air Conditioning, Plumbing, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Apple Intelligence
#73,534 of 1,244,256 in Home & Living for AI visibility
5.9
/10
AEO Score
from our crawl and measurement
Kook and Son is a Jersey City, NJ business whose own site puts it this way: "Kook & Son, Inc. has been providing Hudson County NJ Plumbing, Air Conditioning & Heating (Boiler & Furnace) Services since 1906." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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.
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 5.9/10, Kook and Son | Hudson County NJ Heating, Air Conditioning, Plumbing has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Kook and Son | Hudson County NJ Heating, Air Conditioning, Plumbing
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kookandson
Cite this score: Engagemii (2026). "AEO Score for Kook and Son | Hudson County NJ Heating, Air Conditioning, Plumbing." Retrieved from https://engagemii.com/aeo/brands/kookandson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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