AI Visibility Scorecard
mack的自言自語
mackliu.com · Technology
At 2.7/10, mack的自言自語 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
#2,367,248 of 2,707,521 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 2.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About mack的自言自語
from our crawl and measurement
mack的自言自語 生活 / 學習 / 成長 / 美食 / 享樂 is a business whose own site puts it this way: "首頁職訓日誌網頁設計技術士程式技術研究程式設計基礎關於 mack的自言自語 生活 / 學習 / 成長 / 美食 / 享樂 生活雜談程式技術研究程式設計基礎網頁設計技術士職訓-PHP語言與資料庫程式設計 2025年度網頁設計職訓課程 課程介紹網站 2026年度的課程己經開始報名了，有興趣的朋友們可以參考看看!." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.7 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 2.7/10, mack的自言自語 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for mack的自言自語
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mackliu
Cite this score: Engagemii (2026). "AEO Score for mack的自言自語." Retrieved from https://engagemii.com/aeo/brands/mackliu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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