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AI Visibility Scorecard
Matthews Pharmacy
matthewspharmacy.com · Healthcare
Somewhat visible. AI bots can read Matthews Pharmacy, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#75,011 of 861,295 in Healthcare for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Matthews Pharmacy
from our crawl and measurement
Matthews Pharmacy, based in Ellenville, NY, describes itself simply: "*Pharmacy name* is located in *city, state* and is a premier health center offering services to meet the needs of all of our patients." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
8
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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, Matthews Pharmacy has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Matthews Pharmacy
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/matthewspharmacy
Cite this score: Engagemii (2026). "AEO Score for Matthews Pharmacy." Retrieved from https://engagemii.com/aeo/brands/matthewspharmacy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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