AI Visibility Scorecard
Darrell S. Best Jr. — Senior AI Research Engineer II
darrellbest.com · Education
Borderline visible. AI bots can crawl Darrell S. Best Jr. — Senior AI Research Engineer II, 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 2 times
Claude
#363,378 of 937,618 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
20
Muse Index Score
iAI agent readiness
Agent-ready · 20/100
19
AI Adoption
iBasic · 19/100
About Darrell S. Best Jr. — Senior AI Research Engineer II
from our crawl and measurement
Darrell S. Best Jr. — Senior AI Research Engineer II describes itself simply: "Applied AI engineer building production ML and agentic systems, agent orchestration, multilingual LLMs, federated learning, and applied NLP. 7+ years shipping AI, 3+ years on...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, 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
Fair
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 4/10, Darrell S. Best Jr. — Senior AI Research Engineer II is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Darrell S. Best Jr. — Senior AI Research Engineer II
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/darrellbest
Cite this score: Engagemii (2026). "AEO Score for Darrell S. Best Jr. — Senior AI Research Engineer II." Retrieved from https://engagemii.com/aeo/brands/darrellbest
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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