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AI Visibility Scorecard
NAR Group
nargroup.com · Manufacturing & Industrial
Somewhat visible. AI bots can read NAR Group, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#67,022 of 238,849 in Manufacturing & Industrial for AI visibility
5.2
/10
AEO Score
About NAR Group
from our crawl and measurement
NAR Group is a business whose own site puts it this way: "YEARS OF EXPERIENCE 0 SPECIALIST DIVISIONS 0 MANUFACTUREWe manufacture over 100 different radiator tube and fin combinations covering all aspects of cooling." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
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
9
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
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 5.2/10, NAR Group has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for NAR Group
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for NAR Group.
Source & Attribution
Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nargroup
Cite this score: Engagemii (2026). "AEO Score for NAR Group." Retrieved from https://engagemii.com/aeo/brands/nargroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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