AI Visibility Scorecard
JL Controls
jlcontrols.io · Food & Beverage
Borderline visible. AI bots can crawl JL Controls, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,219,712 of 1,391,842 in Food & Beverage for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Food & Beverage average 12
Top 68% of Food & Beverage
See what's behind this score →4
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5
Muse Index Score
iAI agent readiness
Basic · 5/100
Food & Beverage average 18
See what's behind this score →0
0
About JL Controls
from our crawl and measurement
"Sensors That Can Work From -326F (-200C) to +2300F (+1260C) to Protect Your Business.Cloud based monitoring and notification system that createsoperational efficiencies while protecting." That is how JL Controls introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
- Company ·
- JL Controls
- Website ·
- jlcontrols.io
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
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
Good
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 read your site and name it in answers. At 3.5/10, JL Controls is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How do you know if your Refrigeration system is running ?
Sensors That Can Work From -326F (-200C) to +2300F (+1260C) to Protect Your Business.Cloud based monitoring and notification system that createsoperational efficiencies while protecting your assets. See our products 3
Which JL Control Is Right For You?
Restaurants Medical Sensors Stores & Grocers Laboratories Experience the simplest sensor management software. See why thousands of people trust JL Controls See All Products Contact Us
Is this your brand?
The exact fixes for JL Controls
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jlcontrols-io
Cite this score: Engagemii (2026). "AEO Score for JL Controls." Retrieved from https://engagemii.com/aeo/brands/jlcontrols-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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