How Trending Pages Actually Get Populated
Launch library · evergreen read
A trending page is not simply a list of the most viewed content out there at any given moment, it usually reflects a combination of velocity, how quickly something is gaining engagement, and freshness, since older content with a large but slowing audience is generally weighted lower than something newer still climbing fast.
This velocity based approach explains why a trending page can look quite different from a simple popularity ranking of total views. A post with fewer total views but a sharper recent spike can outrank something with far more cumulative engagement spread out over a much longer period of time.
Because trending pages reward acceleration rather than raw totals accumulated over time, they tend to refresh quickly, surfacing new content readily rather than letting the same handful of posts dominate the page for an extended stretch of time without any real turnover. A post that stalls early rarely recovers later, no matter how much total engagement it eventually accumulates over time.