AI Visibility Scorecard
MSD Norge – Innovasjon og forskning i et ledende legemiddelselskap | MSD
abdebatten.no · Media & Entertainment
Borderline visible. AI bots can crawl MSD Norge – Innovasjon og forskning i et ledende legemiddelselskap | MSD, 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
#1,209,664 of 1,966,206 in Media & Entertainment for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Media & Entertainment average 17
Top 79% of Media & Entertainment
See what's behind this score →3.7
AEO Visibility
iNear-invisible · 3.7/10
Media & Entertainment average 4.2
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Basic · 0/100
Media & Entertainment average 15
See what's behind this score →0
About MSD Norge – Innovasjon og forskning i et ledende legemiddelselskap | MSD
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). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- MSD Norge – Innovasjon og forskning i et ledende legemiddelselskap | MSD
- Website ·
- abdebatten.no
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 read your site and name it in answers. At 3.7/10, MSD Norge – Innovasjon og forskning i et ledende legemiddelselskap | MSD 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 – Innovasjon og forskning i et ledende legemiddelselskap | MSD
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for MSD Norge – Innovasjon og forskning i et ledende legemiddelselskap | MSD.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/abdebatten-no
Cite this score: Engagemii (2026). "AEO Score for MSD Norge – Innovasjon og forskning i et ledende legemiddelselskap | MSD." Retrieved from https://engagemii.com/aeo/brands/abdebatten-no
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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