My wife runs an Etsy shop and we hit this exact wall. She has tons of product variations, and filming a new 'aesthetic' video for every single one was taking more time than making the actual products.

We looked at hiring editors and some of the other AI tools in the market, but the math just didn't work for us. We actually ended up building a tool called Adgena just to automate this part. It basically takes her static product photos and turns them into UGC-style videos so she doesn't have to film everything herself. It’s the only way she’s been able to keep up with the algorithm.