Dr.Oracle is a physician-run medical AI assistant that answers clinicians’ questions with instant, precise, evidence-based explanations from up-to-date guidelines and peer‑reviewed research (with citations), available across iOS, Android, and the web.
MRR (USD)
TRAILING 30D REVENUE
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LIFETIME REVENUE
TARGET CUSTOMER
Healthcare professionals and institutions: doctors, residents, attendings, and medical students; adopted by hospitals and training programs; not intended for direct patient use.
TIMELINE
- MVP hits 10k MRR as a ChatGPT wrapper for doctors — June 11, 2025 →  "My first MVP was literally just a ChatGPT wrapper for doctors. Ran it up to 10k MRR before I decided to build my own" 
- Custom fine‑tuned model with optimized RAG — June 11, 2025 →  "Now I run a custom fine tuned model with fast inference and an insanely tweaked RAG." 
- 2,000 paid members milestone — April 14, 2025 →  "Finally hit 2k paid members." 
- Second US hospital adoption — June 30, 2025 →  "has been adopted by a second US hospital today." 
- Crossed $500k ARR (team of 1) — July 2, 2025 →  "at 9:50 AM today, I finally crossed 500k ARR. with a team of 1" 
- Multilingual expansion — September 12, 2025 →  "I finally made Dr. Oracle multi-lingual. Including App Store presence (meta data) and screenshots" 
- 53,000+ medical professionals using Dr.Oracle — September 25, 2025 →  "Join Over 53,000 Medical Professionals Using Dr.Oracle" 
TECH STACK
Next.js web app; bare‑metal servers with Docker fronted by Cloudflare; custom fine‑tuned model with a heavily tweaked RAG system; Stripe-based auth/permission syncing with App Store/Play Store; Google OAuth; runs on iPhone/iPad, Apple Vision, Android, and web.
LATEST USERS
USERS CHANGE
FINANCIALS
- arr — $500,000 USD · as of July 2, 2025 at 9:50 AM today, I finally crossed 500k ARR. with a team of 1
- margin_pct — $95  · as of May 26, 2025 95% profit margins.
- margin_pct — $97  · as of March 15, 2025 97% profit margins
TRACTION
- users — 53000 count · as of September 25, 2025 Join Over 53,000 Medical Professionals Using Dr.Oracle
- customers — 2 count · as of June 30, 2025 has been adopted by a second US hospital today.
- customers — 2000 count · as of April 14, 2025 Finally hit 2k paid members.
FOUNDERS
Medical doctor who quit medicine; solo founder operating nomadically across LA/BOS/NJ/NY; launched Dr.Oracle first as a ChatGPT wrapper and later built a custom fine‑tuned model with optimized RAG.
PRODUCT–FOUNDER FIT
A medical doctor founded Dr.Oracle to keep pace with rapidly changing guidelines and deliver trustworthy, cited answers. After leaving medicine, he launched an MVP ChatGPT wrapper that reached revenue, then built a custom fine‑tuned model with an optimized RAG stack; adoption by hospitals validates utility for clinical training and care settings.