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AI Visibility Scorecard
nodes.bio · Technology
Borderline visible. AI bots can crawl Nodes Bio — AI Synthesis for Science and Medicine, 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 2 times
Claude
#1,914,875 of 2,640,789 in Technology for AI visibility
3.9
/10
AEO Score
from our crawl and measurement
"One prompt, five AI models, one synthesized answer. Jarvis is your AI research team. MedMap turns plain-English biology into publication-ready diagrams. No signup needed." That is how Nodes Bio AI Synthesis for Science and Medicine introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on basic crawler access. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, people discuss it in places AI engines read. There is some, but not much, sign that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 134 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2025.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
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
5
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
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 3.9/10, Nodes Bio — AI Synthesis for Science and Medicine is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Nodes Bio — AI Synthesis for Science and Medicine
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nodes-bio
Cite this score: Engagemii (2026). "AEO Score for Nodes Bio — AI Synthesis for Science and Medicine." Retrieved from https://engagemii.com/aeo/brands/nodes-bio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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