AI Visibility Scorecard
www.elsevier.com
info.sciencedirect.com · Education
Somewhat visible. AI bots can read www.elsevier.com, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#41,042 of 937,045 in Education for AI visibility
6
AEO Visibility
iVisible · 6.3/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
8
AI Adoption
iBasic · 8/100
About www.elsevier.com
from our crawl and measurement
www.elsevier.com describes itself simply: "Advance research and scholarship with the world's leading database of peer-reviewed, full-text scientific, technical and health literature." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, WebSite) 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
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
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, www.elsevier.com has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for www.elsevier.com
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The AEO Checklist Every Small Business Owner Needs Right Now
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/info-sciencedirect
Cite this score: Engagemii (2026). "AEO Score for www.elsevier.com." Retrieved from https://engagemii.com/aeo/brands/info-sciencedirect
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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