#402,492 OF 899,914 IN HEALTHCARE
SCORE HISTORY BEGINS 2026-07-22
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AI Visibility Scorecard
VUMERITY® (diroximel fumarate), an oral medication
knowvumerity.com · Healthcare
Borderline visible. AI bots can crawl VUMERITY® (diroximel fumarate), an oral medication, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 3 times
Claude · Apple Intelligence · Meta AI
#402,492 of 899,914 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About VUMERITY® (diroximel fumarate), an oral medication
from our crawl and measurement
VUMERITY® (diroximel fumarate), an oral medication is a Cambridge, MA business whose own site puts it this way: "Learn how VUMERITY® (diroximel fumarate) is used to treat relapsing multiple sclerosis, including how it works, its benefits, and what patients can expect from this oral treatment option." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (MedicalOrganization, Article) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 4.8/10, VUMERITY® (diroximel fumarate), an oral medication is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for VUMERITY® (diroximel fumarate), an oral medication
Which AI engines already crawl you
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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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/knowvumerity
Cite this score: Engagemii (2026). "AEO Score for VUMERITY® (diroximel fumarate), an oral medication." Retrieved from https://engagemii.com/aeo/brands/knowvumerity
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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