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AI Visibility Scorecard
Physicians Lab
physicianslab.com · biotechnology
Somewhat visible. AI bots can read Physicians Lab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#113,435 of 725,876 in Healthcare for AI visibility
5.7
/10
AEO Score
About Physicians Lab
from our crawl and measurement
Physicians Lab works in Healthcare. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clearly stated business identity. It is passable on some structured data, a workable page structure and basic crawler access. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, 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 business dates to 2011.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
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
6
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
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 5.7/10, Physicians 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 Physicians Lab
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/physicianslab
Cite this score: Engagemii (2026). "AEO Score for Physicians Lab." Retrieved from https://engagemii.com/aeo/brands/physicianslab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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