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AI Visibility Scorecard
Doctors for Drug Policy Reform
dfcr.org · Nonprofits
Somewhat visible. AI bots can read Doctors for Drug Policy Reform, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Apple Intelligence · Meta AI
#115,072 of 764,036 in Nonprofits for AI visibility
5.7
/10
AEO Score
About Doctors for Drug Policy Reform
from our crawl and measurement
"D4DPR is the global voice of licensed health professionals advocating for science-based drug policies and best practices that advance public health, reduce stigma, and minimize harm." That is how Doctors for Drug Policy Reform of Washington, DC introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
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 5.7/10, Doctors for Drug Policy Reform has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Doctors for Drug Policy Reform
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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/dfcr-org
Cite this score: Engagemii (2026). "AEO Score for Doctors for Drug Policy Reform." Retrieved from https://engagemii.com/aeo/brands/dfcr-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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