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AI Visibility Scorecard
lightfullstudio.com · Food & Beverage
Borderline visible. AI bots can crawl 光滿樓 LightFull Studio, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,380,469 of 1,698,076 in Food & Beverage for AI visibility
3.2
/10
AEO Score
from our crawl and measurement
光滿樓 LightFull Studio describes itself simply: "光滿樓專門提供光雕投影及其延伸的視覺設計, 從企劃到內容製作再到現場施工的完整服務。應用範圍包括互 動投影、建築投影、派對視覺、展場視覺等 。正如我們所名 光滿樓; 以光滿足您的需求。 如果您對自己的需求仍有疑慮,請不吝嗇與本團隊討論,因為本團隊能做得比想像的還要更多,或許能為您的想法提供解決之道。." When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
On its own pages the site does well on crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity, credibility markers like credentials or reviews and a heading structure that lays out what it offers.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
There is not much on the page to read either, about 104 words.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
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.
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 3.2/10, 光滿樓 LightFull Studio is crawlable but under-signaled - fixable, and the signals above are where to start.
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Weekly ChatGPT & Claude citation tracking
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightfullstudio
Cite this score: Engagemii (2026). "AEO Score for 光滿樓 LightFull Studio." Retrieved from https://engagemii.com/aeo/brands/lightfullstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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