AI Visibility Scorecard
guoboting
bitlyli.com · Nonprofits
Borderline visible. AI bots can crawl guoboting, 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.
AI engines read this profile 1 times
Claude
#526,614 of 826,530 in Nonprofits for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About guoboting
from our crawl and measurement
"胡廷岳藥師專注於「降低門檻，讓健康確實做得到」，是少數跨域人類行為學、藥學、預防醫學的衛教師，正在透過工具包、演講與專欄著作，幫助台灣每一個人，永不再受到臥床照顧折磨，是真正的「減少吃藥」。與每一位兒女想幫家人做的事情一樣。." That is how bitlyli introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
The site gets some of it right: it has structured data on the page (Person, Organization, WebSite), a readable heading structure, substantial page content. What holds it back is what is absent, including an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.2/10, guoboting is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for guoboting
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/bitlyli
Cite this score: Engagemii (2026). "AEO Score for guoboting." Retrieved from https://engagemii.com/aeo/brands/bitlyli
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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