#422,852 OF 1,393,190 IN FOOD & BEVERAGE
⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
MSD Norge
msd.no · Food & Beverage
Borderline visible. AI bots can crawl MSD Norge, 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 1 times
Claude
#422,852 of 1,393,190 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About MSD Norge
from our crawl and measurement
MSD Norge Innovasjon og forskning i et ledende legemiddelselskap is a business whose own site puts it this way: "MSD er et ledende forskningsbasert legemiddelselskap. I over 130 år har vi brakt håp til mennesker og dyr gjennom vår forskning, utvikling og produksjon av viktige medisiner og vaksiner.." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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 4.8/10, MSD Norge is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Hva kan vi hjelpe deg å finne?
Søk etter: MSD i Norge MSD er et av verdens fremste forskningsbaserte legemiddelselskap. I mer enn 130 år har vi brakt håp til menneskeheten gjennom vår forsking, utvikling og produksjon av viktige medisiner og vaksiner til mennesker og dyr. Les mer om MSD Norge Hva vi gjør Vi bruker forskning og vitenskap til å redde og forbedre liv over hele verden.
Is this your brand?
The exact fixes for MSD Norge
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MSD Norge.
Source & Attribution
Scored by Engagemii on August 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/msd-no
Cite this score: Engagemii (2026). "AEO Score for MSD Norge." Retrieved from https://engagemii.com/aeo/brands/msd-no
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform