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AI Visibility Scorecard
Neftco Mechanical LLC
neftcomechanical.com · Home & Living
Borderline visible. AI bots can crawl Neftco Mechanical LLC, 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
Claude
#680,924 of 1,192,423 in Home & Living for AI visibility
4.3
/10
AEO Score
About Neftco Mechanical LLC
from our crawl and measurement
HVAC and Mechanical Contractors, based in Stratford, CT, describes itself simply: "Neftco Mechanical LLC delivers professional HVAC solutions for residential and commercial needs across Connecticut." 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 (LocalBusiness, WebSite), 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
5
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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, Neftco Mechanical LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Neftco Mechanical LLC
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Buying a Sofa Online Is Terrifying. Here's How AI Is Fixing That.
Buying furniture online requires a leap of faith that most people aren't prepared to make.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Neftco Mechanical LLC.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/neftcomechanical
Cite this score: Engagemii (2026). "AEO Score for Neftco Mechanical LLC." Retrieved from https://engagemii.com/aeo/brands/neftcomechanical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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