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AI Visibility Scorecard
Code Flow
vibe-codeflow.com · Technology
At 1.6/10, Code Flow is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,525,815 of 2,586,677 in Technology for AI visibility
1.6
/10
AEO Score
About Code Flow
from our crawl and measurement
Code Flow is a business whose own site puts it this way: "웹에 생명을 불어넣는 인터랙션 프로그래밍.학습하러 가기 NEWPython데이터 분석과 AI의 기초가 되는 파이썬 핵심 문법을 배웁니다.학습하러 가기 일일 퀴즈매일 새로운 AI 생성 문제에 도전하세요." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.6 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
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 1.6/10, Code Flow is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Code Flow
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/vibe-codeflow
Cite this score: Engagemii (2026). "AEO Score for Code Flow." Retrieved from https://engagemii.com/aeo/brands/vibe-codeflow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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