AI Monitoring for Pharmacovigilance: How Drug Companies Track Mentions Before Regulators Do
The standard pharmacovigilance process has a timing problem Adverse events travel faster than case reports. A patient posts about a […]
FDA and EMA Have No AI-Generated Drug Content Rule. Here’s What Already Governs It
A compliance primer for Medical Affairs, Regulatory Affairs, Pharmacovigilance, and Brand teams The Short Answer Neither FDA nor EMA has
The Competitive Landscape for AI Search Visibility in Pharma: Who’s Actually Building What
Real Chemistry billed HealthGEO, launched on August 21, 2025, as the industry’s first healthcare-specific generative engine optimization (GEO) intelligence platform
If a Large Share of Prescriptions Are Off-Label, Your Forecast Has a Blind Spot
By 2002, an estimated 94% of gabapentin prescriptions were written for conditions the drug was never approved to treat [6].
Your Competitors Are Already Tracking AI Drug Mentions—Are You?
In May 2026, 5W AI Communications ran more than 60 patient and consumer prompts against ChatGPT, Claude, Perplexity, Gemini, and
The 20 Drug Brands AI Talks About Most — And Where Its Answers Diverge From the Record
The short answer: Twenty brand and generic names dominate AI-monitoring query volume tracked across consumer and clinical assistants: Lipitor, Advil,
Off-Label Drug Sales Demand Looks Like Growth. Until It Doesn’t.
In January 2026, Hims & Hers launched a compounded oral semaglutide pill priced at $49 for the first month. Nine
The Unsexy Questions That Decide Whether Your Meds Work: Answers Patients Ask About Adherence
Patients don’t usually get into trouble because they don’t care. They get into trouble because the real world is messy:
The Most Common “Label” Lies: When Patients Read the Bottle Wrong (and What the Drug Actually Is)
There are two kinds of medication confusion. The harmless kind—where someone mixes up a dose or forgets a detail. And
Taper My Antidepressant? No, Not Like That: The Top Withdrawal-Risk Misconceptions That Get People in Trouble
There’s a particular kind of confidence that comes from hearing someone else say, “You don’t really need to taper—just stop.”
The OTC vs Prescription Double-Dipping Trap: When One “Same Thing” Turns Into Two
Top OTC vs prescription overlap mistakes (people accidentally doubling up) There are two kinds of medication problems: the ones you
Nobody at Your Company Proofread What ChatGPT Says About Your Drug
About a third of US adults now ask an AI chatbot a health question in a given year, roughly the
