AI Drug Monitoring: The Pharma Playbook for LLM Brand Intelligence
Every day, millions of patients and physicians type drug questions into ChatGPT, Gemini, Perplexity, and Claude. They ask whether Ozempic
General
AI Monitoring in Pharmacovigilance: What Drug Safety Teams Are Missing
Drug safety surveillance has a new blind spot. Millions of patients are now asking ChatGPT, Gemini, Claude, and Perplexity about
AI-Generated Medical Advice Is Already Influencing Patients — And Pharma Is Barely Watching
A patient in Phoenix types ‘is Ozempic safe for someone with a history of pancreatitis?’ into ChatGPT at 11 p.m.
When AI Lies About Your Drug: The Pharma Guide to Monitoring Efficacy Hallucinations in ChatGPT, Gemini, and Claude
In late 2023, a patient with type 2 diabetes asked ChatGPT whether semaglutide could eliminate the need for insulin entirely.
How Pharma Brands Monitor AI: A Step-by-Step Strategy for LLM Search Visibility, Drug Safety, and Share of Voice
In 2023, a patient asked ChatGPT whether she could take Eliquis with ibuprofen. ChatGPT told her the combination was generally
How Drug Brands Stopped Off-Label Use and Stayed on the Market
How drug brands fought off-label prescribing to survive: real FDA cases, litigation wins, and what AI monitoring means for pharmacovigilance
Your Sales Reps Are Using ChatGPT for Drug Information. Here’s What That Costs You.
The medical science liaison had just finished a physician meeting when the rep on the account pulled out his phone.
When Doctors Use AI for Drug Information: The Prescribing Risk Pharma Isn’t Tracking
A hospitalist in Cleveland needs to know the renal dosing adjustment for a patient on apixaban with a creatinine clearance
When AI Cites Reddit Instead of the Your Drug Label: The Drug Information Crisis Pharma Can’t Ignore
A patient types a question into ChatGPT: “Can I take metformin and ibuprofen together?” The AI answers in seconds —
AI Monitoring Is Now Pharma’s Best Early Warning System — Here’s How to Use It
Before a drug problem reaches the FDA, it travels through the internet. A cluster of patient forum posts. A Reddit
Real-Time AI Surveillance for Pharma: What Your Drug Is Saying in ChatGPT Right Now
Somewhere right now, a patient is asking ChatGPT whether their cancer drug will extend their life. A caregiver is asking
What AI Gets Wrong About Pediatric Drug Use — and Why Pharma Brands Must Monitor It Now
A parent in Texas asks ChatGPT how much ibuprofen to give her 18-month-old. ChatGPT returns a dose calculated for a
