AI Visibility Scorecard
Guy Citrin, N.D
askdrguy.com · Healthcare
At 2.12/10, Guy Citrin, N.D 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, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · Parallel
19
AI Naming Predictability
iRarely named · 19/100
Healthcare average 11
Top 19% of Healthcare
See what's behind this score →2.12
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Healthcare average 18
See what's behind this score →0
About Guy Citrin, N.D
from our crawl and measurement
Guy Citrin, N.D, based in Los Angeles, CA, describes itself simply: "Trusted Naturopathic Doctors serving Los Angeles, CA. Contact us at 424-389-3547 or visit us at 8920 Wilshire Boulevard, Suite 610, Los Angeles, CA 90211: Doctor Guy." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.12 out of 10.
Our crawl found structured data on the page (MedicalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic) and ShapBot (Parallel).
- Company ·
- Guy Citrin, N.D
- Website ·
- askdrguy.com
- Industry ·
- Healthcare
- Location ·
- Los Angeles, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
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.
The 6 off-page signals AI reads
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.12/10, Guy Citrin, N.D is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Guy Citrin, N.D.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/askdrguy
Cite this score: Engagemii (2026). "AEO Score for Guy Citrin, N.D." Retrieved from https://engagemii.com/aeo/brands/askdrguy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform