AI Visibility Scorecard
William Kim · Staff Accountant / AI Engineer
williamckim.com · Technology
Borderline visible. AI bots can crawl William Kim · Staff Accountant / AI Engineer, 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 5 times
Claude · Apple Intelligence · ShapBot
#1,895,365 of 2,705,506 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
12
AI Adoption
iBasic · 12/100
About William Kim · Staff Accountant / AI Engineer
from our crawl and measurement
"William Kim. Finance, engineering, and AI. Staff Accountant · Automation Lead at Ortho Molecular Products. B.S. Computer Science, University of Pittsburgh." That is how William Kim · Staff Accountant / AI Engineer of Barrington, IL introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 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.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 3.6/10, William Kim · Staff Accountant / AI Engineer is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for William Kim · Staff Accountant / AI Engineer
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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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/williamckim
Cite this score: Engagemii (2026). "AEO Score for William Kim · Staff Accountant / AI Engineer." Retrieved from https://engagemii.com/aeo/brands/williamckim
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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