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AI Visibility Scorecard
Vanny's Note
vannyma.com · Media & Entertainment
At 2.8/10, Vanny's Note 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
#1,696,450 of 1,888,677 in Media & Entertainment for AI visibility
2.8
/10
AEO Score
About Vanny's Note
from our crawl and measurement
"Vanny's Note 生活筆記 工作筆記 Podcast 關於 Search ⌘K Vanny's Note Search ⌘K 生活筆記 工作筆記 Podcast 關於 Vanny's Note 生活筆記 工作筆記 Podcast 關於 馬大文 Vanny Ma結合藝文出版與數位網路，提供營運規劃與數據行銷分析。 曾出版現場錄音專輯《我的我的夏天》，現經營." That is how Welcome introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.
Our crawl found structured data on the page (WebSite, Organization, Person) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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 2.8/10, Vanny's Note is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vanny's Note
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vannyma
Cite this score: Engagemii (2026). "AEO Score for Vanny's Note." Retrieved from https://engagemii.com/aeo/brands/vannyma
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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