Trend Monitor Skill

To track trending health misinformation, this Skill monitors Google Trends, Reddit, and YouTube to identify viral medical topics, cross-references findings against the CDC, FDA, and WHO, and generates a ranked report based on velocity and misinformation risk.

The best way to monitor medical misinformation is to use a multi-source approach that gathers data from Reddit and YouTube, validates the claims using an external API, and cross-references them with official health organizations to assess patient impact and misinformation risk.

Cross-referencing with the CDC, FDA, and WHO improves health trend monitoring by validating identified viral claims against official medical guidelines, ensuring that the ranked report of trending topics accurately flags potential health misinformation for healthcare professionals.

You can identify viral health topics early because the Skill evaluates cross-platform presence and velocity across Google Trends, Reddit, and YouTube, allowing you to track emerging medical topics and address associated misinformation before it reaches peak traction.

Health misinformation monitoring requires an external API for validation to expand on identified trends, cross-reference the data with official sources like the CDC and WHO, and generate an accurate ranked report of trending medical topics and their misinformation risk.

A limitation of tracking medical trends across Google Trends, Reddit, and YouTube is that the ranked report depends on the external API for validation and the official cross-referencing data available from the CDC, FDA, and WHO, which may not capture every emerging health claim.