AI Visibility Scorecard
CD BioSystems
cdbiosystems.com · Technology
Borderline visible. AI bots can crawl CD BioSystems, 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 6 times
Claude · Apple Intelligence · Meta AI
#1,973,910 of 2,705,581 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About CD BioSystems
from our crawl and measurement
CD BioSystems is a business whose own site puts it this way: "CD BioSystems is dedicated to advancing non-destructive cell characterization and sorting by offering disposable cartridge-based instruments, software suites,." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times 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
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
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
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 3.8/10, CD BioSystems is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What If You Could Identify And Categorize Unlabeled Cells While Sorting Them In Real Time?
At CD Biosystems, we are developing instruments and assays designed to revolutionize single-cell genomics, making it easily accessible to scientists everywhere.
Is this your brand?
The exact fixes for CD BioSystems
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CD BioSystems.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cdbiosystems
Cite this score: Engagemii (2026). "AEO Score for CD BioSystems." Retrieved from https://engagemii.com/aeo/brands/cdbiosystems
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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