AI Visibility Scorecard
drroger.cc · Other
At 1.11/10, Dr. Roger 腎醫筆記 is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
<1
1.11
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
0
from our crawl and measurement
Dr. Roger 腎醫筆記 describes itself simply: "Roger 腎醫筆記 Search for Home 血液透析 腎臟疾病 醫學知識 藥物介紹 醫學歷史 研發合作 Search for 血液透析 All透析知識血管通路 Previous page Next page 血液透析 Dr." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.11 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.11/10, Dr. Roger 腎醫筆記 is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drroger-cc
Cite this score: Engagemii (2026). "AEO Score for Dr. Roger 腎醫筆記." Retrieved from https://engagemii.com/aeo/brands/drroger-cc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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