AI Visibility Scorecard
Manuel Astruc M.D. and Associates
manuelastrucmd.com · Healthcare
Somewhat visible. AI bots can read Manuel Astruc M.D. and Associates, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Amazon Alexa · Meta AI
#73,380 of 923,557 in Healthcare for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Manuel Astruc M.D. and Associates
from our crawl and measurement
Manuel Astruc M.D. and Associates describes itself simply: "Trusted psychiatric care in Saratoga Springs. Dr. Astruc and nurse practitioners specialize in evaluations, medication management, TMS, and advanced depression care." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Strong
Inbound links from other sites.
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 5.9/10, Manuel Astruc M.D. and Associates has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Manuel Astruc M.D. and Associates
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/manuelastrucmd
Cite this score: Engagemii (2026). "AEO Score for Manuel Astruc M.D. and Associates." Retrieved from https://engagemii.com/aeo/brands/manuelastrucmd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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