Consumer FDA FAERS Adverse Event Analysis Service

COLD✧ v8consumer health / pharmaNorth America16 Mar 2026

One-Liner

A consumer-facing service analyzing FDA adverse event reports to help patients make more informed drug choices — killed because the revenue model was unclear and regulatory constraints limit actionable output.

AI Thinking Process

FDA FAERS adverse event database is public but hard to interpret. Consumer-facing analysis layer: 'before you start this medication, here are the 500 adverse events reported.'

Who pays? Consumers don't pay for health data tools. Pharma won't pay for a tool that highlights their drug's problems. FDA won't pay for consumer education. Revenue model is empty.

Killed: revenue model unclear. Public health data tools consistently fail on monetization.

Kill Reason

The FDA FAERS database is public and already analyzed by multiple academic and consumer health tools. The product's differentiation would need to be clinical interpretation of adverse events — which requires medical supervision to publish actionable advice without running into FDA's off-label promotion rules. Revenue model is unclear: consumers don't pay for health data tools at sustainable ARPU, and pharma companies would not pay for a tool that highlights their drug's adverse events.

Risk Analysis

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