AI Visibility Scorecard
Contract Manufacturer|Assembly Machines|Control Panel Assembly|Mechanical|PanelBuild|Skilled Labor|Automation|Johnson Au
gilmancontrols.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Contract Manufacturer|Assembly Machines|Control Panel Assembly|Mechanical|PanelBuild|Skilled Labor|Automation|Johnson Au, 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
#235,162 of 267,978 in Manufacturing & Industrial for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Contract Manufacturer|Assembly Machines|Control Panel Assembly|Mechanical|PanelBuild|Skilled Labor|Automation|Johnson Au
from our crawl and measurement
"Johnson Automation is a multi-craft assembly and test facility. Our core competencies include electrical, mechanical, hydraulic and pneumatic assembly." That is how Contract Manufacturer of Janesville, WI introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
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 3.4/10, Contract Manufacturer|Assembly Machines|Control Panel Assembly|Mechanical|PanelBuild|Skilled Labor|Automation|Johnson Au is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Contract Manufacturer|Assembly Machines|Control Panel Assembly|Mechanical|PanelBuild|Skilled Labor|Automation|Johnson Au
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gilmancontrols
Cite this score: Engagemii (2026). "AEO Score for Contract Manufacturer|Assembly Machines|Control Panel Assembly|Mechanical|PanelBuild|Skilled Labor|Automation|Johnson Au." Retrieved from https://engagemii.com/aeo/brands/gilmancontrols
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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