What AI Gets Wrong About Black Box Warnings — And Why Pharma Can’t Ignore It
Every month, tens of millions of patients and physicians type drug safety questions into ChatGPT, Gemini, Perplexity, and Claude. The […]
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.
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
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
How Pharma Teams Turn AI Drug Mentions Into Strategic Intelligence
Every day, millions of patients type questions about their prescriptions into ChatGPT, Gemini, Claude, and Perplexity. They ask whether Ozempic
