AI Visibility Scorecard
Supernus Pharmaceuticals
supernus.com · Healthcare
Somewhat visible. AI bots can read Supernus Pharmaceuticals, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
ChatGPT · Apple Intelligence · Meta AI · Claude
#28,236 of 919,067 in Healthcare for AI visibility
6
AEO Visibility
iVisible · 6.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Supernus Pharmaceuticals
from our crawl and measurement
Supernus Pharmaceuticals is a Rockville, MD business whose own site puts it this way: "Supernus, a biopharmaceutical company, develops CNS disease treatments. Transforming patient care with cutting-edge therapies and strategic partnerships." Its AI visibility score is 6.3 out of 10: the engines can find it, but they do not have much to hold on to.
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 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 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
Strong
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
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 6.3/10, Supernus Pharmaceuticals has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Supernus Pharmaceuticals
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/supernus
Cite this score: Engagemii (2026). "AEO Score for Supernus Pharmaceuticals." Retrieved from https://engagemii.com/aeo/brands/supernus
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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