AI Visibility Scorecard
Mendeley
mendeley.com · Technology
Somewhat visible. AI bots can read Mendeley, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 15 times
ChatGPT · Claude · Amazon Alexa · Apple Intelligence
#3,886 of 2,705,505 in Technology for AI visibility
100
7
AEO Visibility
iVisible · 6.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Mendeley
from our crawl and measurement
Mendeley describes itself simply: "Then the reading lists grow, the notes multiply, and suddenly you’re spending more time searching for information than actually studying it." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 15 times in our tracking, including OAI-SearchBot (OpenAI), 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
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Good
Press and news coverage.
Community
Good
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
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 6.6/10, Mendeley has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mendeley
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mendeley
Cite this score: Engagemii (2026). "AEO Score for Mendeley." Retrieved from https://engagemii.com/aeo/brands/mendeley
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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