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AI Visibility Scorecard
NEFS
nefsvt.com · Automotive
Somewhat visible. AI bots can read NEFS, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 36 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#76,653 of 338,634 in Automotive for AI visibility
5.1
/10
AEO Score
About NEFS
from our crawl and measurement
"<p>Vermont VT Tractor AG equipment Farm equipment McHale Ferris LS Tractor Honda Husqvatna Manitou Kioti NUHN GEHL Skid Steer Track loader Telehandler excavator articulated loader snow." That is how NEFS of Irasburg, VT introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
6
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
5
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 5.1/10, NEFS has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for NEFS
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for NEFS.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nefsvt
Cite this score: Engagemii (2026). "AEO Score for NEFS." Retrieved from https://engagemii.com/aeo/brands/nefsvt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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