Daily channel monitor
Outlier alerts
3x velocity anomaly detection across a curated set of business and creator YouTube channels. Data refreshes each morning via the YouTube Data API.
Latest alert
No outliers detected yet. Alerts appear after the first cron run pulls data from the YouTube API and computes velocity deltas across tracked channels.
Context
Rahul's lens
Rahul's perspective focuses on raw operational machines, land and grid arbitrage, insurance compliance plays, and zero-headcount execution. Growth signals here point to real infrastructure and process leverage, not content distribution.
Codie Sanchez's lens
Codie Sanchez operates from a media and newsletter angle - buying boring businesses, building audience equity, and distributing contrarian financial advice at scale. Her growth velocity reflects content reach and newsletter conversion mechanics.