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AI Visibility Scorecard
南瓜虛擬科技 Pumpkin VR
pumpkinvr.com · Technology
Somewhat visible. AI bots can read 南瓜虛擬科技 Pumpkin VR, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#606,183 of 2,623,115 in Technology for AI visibility
5.3
/10
AEO Score
About 南瓜虛擬科技 Pumpkin VR
from our crawl and measurement
"南瓜虛擬科技成立於 2016 年，總部位於高雄，專注 XR、VR、MR 與 AI 應用，為國防、醫療、工業安全、農業與長照場域打造模擬訓練與沉浸式互動系統。." That is how 南瓜虛擬科技 Pumpkin VR of Kaohsiung, Kaohsiung introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (Organization, WebSite, Service), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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
1
Established authority for your domain.
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 5.3/10, 南瓜虛擬科技 Pumpkin VR has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for 南瓜虛擬科技 Pumpkin VR
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/pumpkinvr
Cite this score: Engagemii (2026). "AEO Score for 南瓜虛擬科技 Pumpkin VR." Retrieved from https://engagemii.com/aeo/brands/pumpkinvr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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