AI Visibility Scorecard
Electro-Space Fabricators, Inc.
esfinc.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Electro-Space Fabricators, Inc., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
ChatGPT · Meta AI · Claude · Apple Intelligence
#50,821 of 268,060 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Electro-Space Fabricators, Inc.
from our crawl and measurement
"ESF is your one-stop shop for full service precision sheet metal manufacturing & fabricating. We provide high-quality, made-to-order products. Learn more!." That is how Electro-Space Fabricators, Inc. of Topton, PA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 5.4/10, Electro-Space Fabricators, Inc. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Electro-Space Fabricators, Inc.
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/esfinc
Cite this score: Engagemii (2026). "AEO Score for Electro-Space Fabricators, Inc.." Retrieved from https://engagemii.com/aeo/brands/esfinc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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