AI Visibility Scorecard
DELFI
delfidiagnostics.com · Technology
Borderline visible. AI bots can crawl DELFI, 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 9 times
Claude · Meta AI · Apple Intelligence · ShapBot
#440,527 of 2,706,131 in Technology for AI visibility
23
AI Naming Predictability
iNamed occasionally · 23/100
More likely to be named than 95% of Technology companies
5
AEO Visibility
iBorderline · 4.9/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
10
AI Adoption
iBasic · 10/100
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, though, it is barely visible: it scores 4.9 out of 10.
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
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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 4.9/10, DELFI is crawlable but under-signaled - 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.
Is this your brand?
The exact fixes for DELFI
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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 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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