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AI Visibility Scorecard
James Controls
jamescontrols.com · Technology
Somewhat visible. AI bots can read James Controls, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI
#770,724 of 2,623,115 in Technology for AI visibility
5.1
/10
AEO Score
About James Controls
from our crawl and measurement
James Controls, based in Cherry Hill, NJ, describes itself simply: "Discover Industrial Engineering Services with James Controls. Our experts deliver innovative solutions for your industry's needs." 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 (WebPage, ImageObject, BreadcrumbList) 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 Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
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 5.1/10, James Controls has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for James Controls
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/jamescontrols
Cite this score: Engagemii (2026). "AEO Score for James Controls." Retrieved from https://engagemii.com/aeo/brands/jamescontrols
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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