From 1,000+ signals
to three decisions.
The engine weighs well over a thousand fresh videos every week. Four stages, same order, and each stage only receives what the previous one could prove.
Scan
Public statistics pulled through the official API, from a watchlist curated out of 1,000+ evaluated channels. No scraping, no guesswork about what was published.
Measure
Each video is compared against its own channel's normal speed, not against the whole market. A channel with two million subscribers cannot manufacture a trend simply by being large, and a small channel accelerating hard is not buried.
Verify
Related dishes are grouped, then six evidence gates run. A cluster survives only when independent channels accelerate on the same dish inside the same window. Everything else is rejected and logged.
Deliver
Three opportunities reach your feed with hooks, reasons and the source videos behind them. Three, not fifty, because you have a day to shoot in.