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AI Visibility Scorecard
Lucid Diagnostics
luciddx.com · Healthcare
Somewhat visible. AI bots can read Lucid Diagnostics, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#32,183 of 839,070 in Healthcare for AI visibility
6.2
/10
AEO Score
About Lucid Diagnostics
from our crawl and measurement
Lucid Diagnostics, based in New York, NY, describes itself simply: "I was not symptomatic so I am grateful that this test screened for the precancerous condition." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
5
Press and news coverage.
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 6.2/10, Lucid Diagnostics has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lucid Diagnostics
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/luciddx
Cite this score: Engagemii (2026). "AEO Score for Lucid Diagnostics." Retrieved from https://engagemii.com/aeo/brands/luciddx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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