AI Visibility Scorecard
JR Oakes, Technical SEO & Applied Machine Learning
jroakes.com · Technology
Borderline visible. AI bots can crawl JR Oakes, Technical SEO & Applied Machine Learning, 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
#1,807,867 of 2,707,444 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
11
AI Adoption
iBasic · 11/100
About JR Oakes, Technical SEO & Applied Machine Learning
from our crawl and measurement
JR Oakes, Technical SEO & Applied Machine Learning is a Raleigh, NC business whose own site puts it this way: "JR Oakes is a technical SEO leader and applied-ML engineer in Raleigh, NC. VP of Technology at LOCOMOTIVE Agency, organizer of Tech SEO Connect and the Triangle SEO Meetup." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found structured data on the page (Person) 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
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
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 4.1/10, JR Oakes, Technical SEO & Applied Machine Learning is crawlable but under-signaled - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jroakes
Cite this score: Engagemii (2026). "AEO Score for JR Oakes, Technical SEO & Applied Machine Learning." Retrieved from https://engagemii.com/aeo/brands/jroakes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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