AI Visibility Scorecard
Leekin.Dev - Logic Meets Innovation
leehodgkinson.com · Technology
Borderline visible. AI bots can crawl Leekin.Dev - Logic Meets Innovation, 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
#2,265,833 of 2,705,506 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Leekin.Dev - Logic Meets Innovation
from our crawl and measurement
Leekin.Dev is a business whose own site puts it this way: "컨텐츠로 건너뛰기 Leekin.Dev Logic Meets Innovation 검색: 메뉴 메뉴 About Start Here Topics Blog 검색: Leekin.Dev, 코드와 AI 이야기 복잡한 기술을가장 쉽게 풀어냅니다." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite) 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
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 3.5/10, Leekin.Dev - Logic Meets Innovation is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
AI는 인터넷의 모든 정보를 알고 있을까?
2026. 7. 9. ⏱ 7분 읽기 ChatGPT는 인터넷의 모든 정보를 알고 있다 AI가 대중화된 이후 가장 많이 생긴 오해 중 하나입니다.
Is this your brand?
The exact fixes for Leekin.Dev - Logic Meets Innovation
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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 October 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leehodgkinson
Cite this score: Engagemii (2026). "AEO Score for Leekin.Dev - Logic Meets Innovation." Retrieved from https://engagemii.com/aeo/brands/leehodgkinson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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