There's something interesting happening with content saturation right now. The macroeconomic shift means audiences are drowning in polished ad creative-so unpolished, authentic UGC actually cuts through better than a slick TV spot ever could. It mirrors what we saw in the early days of YouTube: the shaky, handheld video from a founder resonated more than a produced corporate piece.
We stumbled onto the same finding. Paid creators gave us a spike, but consistent in-house UGC built real compound growth. The bottleneck was the manual grind of scripting, filming, and editing. So we automated the pipeline ourselves-from marketing angles through to characters, voiceovers, and captions. It's a tool we now use across our portfolio. First video's free, no card or sub needed, if you want to test it: auto-viral.app.
The real insight though? Don't chase production value. Chase volume with consistency. The market rewards persistence over perfection right now.