AI Visibility Scorecard
dFDA
dfda.earth · Healthcare
Borderline visible. AI bots can crawl dFDA, 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 1 times
Claude
#102,603 of 925,518 in Healthcare for AI visibility
15
AI Naming Predictability
iRarely named · 15/100
Healthcare average 11
Top 33% of Healthcare
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
8
About dFDA
from our crawl and measurement
"A decentralized framework for drug assessment for ranking treatments by real-world effectiveness and outcome labels showing the positive and negative effects of every food and drug in the." That is how dFDA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- dFDA
- Website ·
- dfda.earth
- Industry ·
- Healthcare
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 5, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 3.5/10, dFDA is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
BUT IS IT SAFE?
YES. PRAGMATIC TRIALS ARE JUST AS SAFE AS TRADITIONAL TRIALS.SAME FDA APPROVAL PROCESSPragmatic trials still require FDA approval and oversight.
Is this your brand?
The exact fixes for dFDA
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dfda-earth
Cite this score: Engagemii (2026). "AEO Score for dFDA." Retrieved from https://engagemii.com/aeo/brands/dfda-earth
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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