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AI Visibility Scorecard
果俐文創
guolea.com · Food & Beverage
Borderline visible. AI bots can crawl 果俐文創, 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
#719,639 of 1,418,203 in Food & Beverage for AI visibility
4.3
/10
AEO Score
About 果俐文創
from our crawl and measurement
果俐文創 describes itself simply: "果俐文創是台灣知名的品牌行銷與自媒體顧問公司，輔導超過 2000 家企業成功塑造品牌定位，被譽為「品牌醫生」。我們專注於品牌策略、數位行銷、社群經營與商業模式建構，協助品牌建立獨特的品牌 DNA，實現商業獲利與市場領導地位。無論您是初創品牌還是成熟企業，果俐文創提供全方位的品牌發展與顧問輔導服務，幫助您成為業界領導品牌。." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 4.3/10, 果俐文創 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 果俐文創
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for 果俐文創.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/guolea
Cite this score: Engagemii (2026). "AEO Score for 果俐文創." Retrieved from https://engagemii.com/aeo/brands/guolea
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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