AI Visibility Scorecard
cmdlog
cmdlog.com · Media & Entertainment
Borderline visible. AI bots can crawl cmdlog, 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 4 times
Claude · Amazon Alexa
#1,491,147 of 1,966,357 in Media & Entertainment for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 21% of Media & Entertainment companies
4
AEO Visibility
iNear-invisible · 3.6/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
?
AI Adoption
iNone detected · -/100
About cmdlog
from our crawl and measurement
cmdlog is a business whose own site puts it this way: "CcmdlogSearch/구독하기홈작가 소개아카이브멤버십태그커뮤니티CATEGORIESAI·기술AI·교육사진독서로컬뉴스창업커뮤니티에세이AUTHORS🤖빌더AI·기술📈마켓맨투자·시사📷렌즈사진📖페이지독서🌱로컬러로컬🗞️큐레이터뉴스💼파운더창업🤝커넥터커뮤니티소개멤버십RSS빌더의 이야기 · AI·기술바이브코딩, 왜 WebP를 디폴트로." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (WebSite, Organization) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
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, cmdlog is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for cmdlog
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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 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmdlog
Cite this score: Engagemii (2026). "AEO Score for cmdlog." Retrieved from https://engagemii.com/aeo/brands/cmdlog
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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