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AI Visibility Scorecard
DELFI
delfidiagnostics.com · Technology
Somewhat visible. AI bots can read DELFI, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Apple Intelligence · Meta AI · Claude
#71,126 of 2,655,244 in Technology for AI visibility
6.6
/10
AEO Score
About DELFI
from our crawl and measurement
DELFI is a Palo Alto, CA business whose own site puts it this way: "DELFI Diagnostics uses the power of AI, machine learning and next-generation liquid biopsy to screen, detect and monitor cancer in a whole new way." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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
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 6.6/10, DELFI has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is DELFI Diagnostics?
DELFI Diagnostics is a cancer detection company that uses AI and whole-genome sequencing to analyze DNA fragmentation patterns in blood, capturing signals that conventional liquid biopsy approaches often miss. Its platform supports both early cancer screening and drug development research, from biomarker discovery to treatment monitoring.
What is fragmentomics?
Fragmentomics is the study of cell-free DNA fragment patterns in blood. Cancer cells package DNA abnormally, creating distinctive patterns when the cells die and release DNA into the bloodstream.
What is FirstLook Lung?
FirstLook Lung is a blood-based laboratory-developed test that uses AI and whole genome sequencing to help identify individuals who should be referred to low-dose computed tomography (LDCT). It is intended for people eligible for lung cancer screening under USPSTF guidelines — adults aged 50 to 80 years who have a 20 pack-year smoking history and currently smoke or have quit within the past 15 years. It is available through select health systems and healthcare providers.
What is the clinical performance of FirstLook Lung?
FirstLook Lung has a Negative Predictive Value of 99.8%, so 998 out of 1000 people with a Not Elevated result will not have lung cancer detected on LDCT. For those with an Elevated result, the likelihood of finding lung cancer on LDCT is 5.2 times higher, and the Number Needed to Screen drops from 143 to 79.
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The exact fixes for DELFI
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/delfidiagnostics
Cite this score: Engagemii (2026). "AEO Score for DELFI." Retrieved from https://engagemii.com/aeo/brands/delfidiagnostics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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