When do we need multiple Facebook Pixels?

The only time you need multiple Facebook Pixels is if you have websites with very different audiences.

In that case, it is ideal to have different Pixels so that if Facebook is trying to optimize your conversions they know what type of person is typically opting in to your lead magnet or purchasing your product.