AI Visibility Scorecard
Quantum Pharm RX
qpharmrx.com · Healthcare
At 2.3/10, Quantum Pharm RX is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 6 times
Claude · Meta AI · Apple Intelligence · ChatGPT
#453,752 of 923,943 in Healthcare for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 17% of Healthcare companies
2
AEO Visibility
iNear-invisible · 2.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Quantum Pharm RX
from our crawl and measurement
Quantum Pharm RX is a Cumming, GA business whose own site puts it this way: "based distributor and exporter Quantum Pharmaceutical Supply & Services, LLC (Quantum Pharm Rx) delivers personalized & reliable access to the highest quality pharmaceutical products on the." As far as answer engines are concerned it may as well not exist yet: 2.3 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
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 2.3/10, Quantum Pharm RX is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Quantum Pharm RX
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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.
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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/qpharmrx
Cite this score: Engagemii (2026). "AEO Score for Quantum Pharm RX." Retrieved from https://engagemii.com/aeo/brands/qpharmrx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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