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AI Visibility Scorecard
United Research Laboratories
urlaboratories.com · Healthcare
Borderline visible. AI bots can crawl United Research Laboratories, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#619,429 of 782,088 in Healthcare for AI visibility
3.8
/10
AEO Score
About United Research Laboratories
from our crawl and measurement
United Research Laboratories is a business whose own site puts it this way: "Discover URL's leadership in Translational Drug Development to accelerate access to life changing medicines. Work with our scientific and commercial teams." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.8/10, United Research Laboratories is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for United Research Laboratories
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/urlaboratories
Cite this score: Engagemii (2026). "AEO Score for United Research Laboratories." Retrieved from https://engagemii.com/aeo/brands/urlaboratories
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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