You clicked because you're already watching what's about to blow up.
Wait for a trend to show up in your analytics, and you're already marketing to yesterday's algorithm. Metrix flags it while it's still accelerating.
Several
Sources, one pipeline
FYP, Creative Center, Discover, hashtag pages, creator graph, search.
4
Windows, at once
6h, 24h, 72h, 7d velocity computed for every entity, continuously.
Scheduled
Monitoring, not one-off pulls
A job queue runs discovery on a recurring cycle. Cadence varies by platform and configuration.
2
Platforms, one model
TikTok and Instagram on the same schema, so coverage doesn't fork.