AI Visibility Scorecard
TORNQVIST Custom Metal Fabricator
tqfab.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl TORNQVIST Custom Metal Fabricator, 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 4 times
Meta AI · Claude · Apple Intelligence
#114,661 of 268,088 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About TORNQVIST Custom Metal Fabricator
from our crawl and measurement
"Discover top-tier metal fabrication services in the Northeast United States. Specializing in custom solutions, TORNQVIST delivers precision and quality for all your fabrication needs." That is how TORNQVIST Custom Metal Fabricator of Wayne, NJ introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
By its own structured data it is a home services business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.8/10, TORNQVIST Custom Metal Fabricator is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for TORNQVIST Custom Metal Fabricator
Which AI engines already crawl you
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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.
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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/tqfab
Cite this score: Engagemii (2026). "AEO Score for TORNQVIST Custom Metal Fabricator." Retrieved from https://engagemii.com/aeo/brands/tqfab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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