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AI Visibility Scorecard
NJ Sullivan
njsullivan.com · Manufacturing & Industrial
Somewhat visible. AI bots can read NJ Sullivan, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#19,340 of 243,542 in Manufacturing & Industrial for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About NJ Sullivan
from our crawl and measurement
"Custom metal fabrication & electrical products for 65+ years. NJ Sullivan delivers precision, innovation, & quality solutions across key industries." That is how NJ Sullivan of Manassas, VA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, WebPage, Organization), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
7
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
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.
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 5.9/10, NJ Sullivan has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/njsullivan
Cite this score: Engagemii (2026). "AEO Score for NJ Sullivan." Retrieved from https://engagemii.com/aeo/brands/njsullivan
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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