AI Visibility Scorecard
JB Frericks
jbfrericks.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl JB Frericks, 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
#211,245 of 267,907 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About JB Frericks
from jbfrericks.com
John Bradley (JB) Frericks builds applied AI, robotics, VR, and intelligent manufacturing systems for studying how humans and machines work together.
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
Weak
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
Fair
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 3.8/10, JB Frericks is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have a machine that needs to work better with people?
I’d be glad to talk about applied AI, robotics, intelligent manufacturing, or the human side of autonomy. [email protected] ↗ LinkedIn ↗ GitHub ↗ Résumé ↗ JBFResearch engineer Human–AI trust · Robotics · Intelligent manufacturing © 2026 JB Frericks
Is this your brand?
The exact fixes for JB Frericks
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for JB Frericks.
Source & Attribution
Scored by Engagemii on August 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jbfrericks
Cite this score: Engagemii (2026). "AEO Score for JB Frericks." Retrieved from https://engagemii.com/aeo/brands/jbfrericks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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