AI Visibility Scorecard
Contract Pharmaceutical Analysis & Testing Lab
rdlaboratories.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Contract Pharmaceutical Analysis & Testing Lab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude · Apple Intelligence
#81,621 of 267,889 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Contract Pharmaceutical Analysis & Testing Lab
from our crawl and measurement
Contract Pharmaceutical Analysis & Testing Lab, based in Washington, MO, describes itself simply: "R.D. Laboratories, Inc. provides analytical testing and full service support to pharmaceutical manufacturers and processors worldwide since 1984." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, 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
Strong
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.1/10, Contract Pharmaceutical Analysis & Testing Lab has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Contract Pharmaceutical Analysis & Testing Lab
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/rdlaboratories
Cite this score: Engagemii (2026). "AEO Score for Contract Pharmaceutical Analysis & Testing Lab." Retrieved from https://engagemii.com/aeo/brands/rdlaboratories
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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