How Often Does ChatGPT Contradict FDA Drug Labels? A Pharma Brand Team’s Guide to AI Monitoring
When a patient types ‘can I take metformin with alcohol’ into ChatGPT, they are not browsing WebMD. They expect a […]
The Pharma AI Monitoring Gap No One Owns Internally
Somewhere between medical affairs, pharmacovigilance, digital marketing, and IT, there is a gap large enough to swallow a drug brand.
How Pharma Teams Measure AI Adherence to FDA Drug Labels at Scale
Last year, a patient asked ChatGPT whether it was safe to take semaglutide with a sulfonylurea. The model answered confidently.
When AI Gives Off-Label Drug Advice: What Pharma Must Track Now
A patient asks ChatGPT whether their antidepressant can help with chronic pain. Another asks Gemini if a GLP-1 drug will
Drug Labels Were Written for Humans. AI Reads Them Differently.
FDA-approved drug labeling is one of the most carefully negotiated documents in modern medicine. Every word is litigated, every contraindication
AI Search Is Eating Google’s Drug Traffic — And Pharma Isn’t Ready
When a patient types “is Ozempic safe for someone with a history of pancreatitis?” into ChatGPT, they get an answer
The New Drug Rep Is an LLM: How Pharma Can Monitor AI Mentions, Brand Share, and Safety Risks Before Regulators Do
A physician in Phoenix opens ChatGPT and types: “What’s the best GLP-1 for weight loss in a patient with type
ChatGPT Drug Recommendations Are a Hidden Compliance Bomb — Here’s How to Defuse Them
A patient asks ChatGPT whether they can take Eliquis with ibuprofen. The model answers confidently. The answer is wrong. No
When AI Gives Off-Label Drug Advice: What Pharma Must Track Now
A patient asks ChatGPT whether their antidepressant can help with chronic pain. Another asks Gemini if a GLP-1 drug will
The AI Blind Spot: What Pharma Doesn’t Know Is Hurting Its Drugs
A patient with newly diagnosed Type 2 diabetes asks ChatGPT which medication her doctor is most likely to prescribe. The
How Pharma Teams Monitor AI Drug Mentions Before They Become Regulatory Problems
When a patient asks ChatGPT whether they can take Ozempic with metformin, the answer they get is not pulled from
Turn AI Monitoring Into a Team Sport: The Pharma Playbook for Tracking Drug Mentions Across ChatGPT, Gemini, and Claude
When a patient asks ChatGPT whether they can take semaglutide with metformin and gets a confident, partially wrong answer, four
