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AI Visibility Scorecard
bernhardtlabs.com
bernhardtlabs.com · Healthcare
Borderline visible. AI bots can crawl bernhardtlabs.com, 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 · Meta AI
#456,402 of 840,950 in Healthcare for AI visibility
4.6
/10
AEO Score
About bernhardtlabs.com
from our crawl and measurement
Home is a Jacksonville, FL business whose own site puts it this way: "About Us Welcome to Bernhardt Laboratories We are pleased to announce that Bernhardt Laboratories has joined paths with Sonic Healthcare USA as part of the Anatomic Pathology Division." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.
Away from its own site, AI engines recognise it as a distinct business. There is some, but not much, sign that only a handful of sites link to it and the domain is only lightly established. Beyond that, there is no press coverage to draw on, nobody is discussing it where AI engines look 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 once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
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.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.6/10, bernhardtlabs.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for bernhardtlabs.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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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/bernhardtlabs
Cite this score: Engagemii (2026). "AEO Score for bernhardtlabs.com." Retrieved from https://engagemii.com/aeo/brands/bernhardtlabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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