I don't have any fake plants, mine are all live - Hornwort, a Marimo ball, a Java Fern, and an Anubius nana.
Wouldn't removing phosphates w/the Seachem stuff "starve" the live plants as well?
As far as my water, I don't think it contains any phosphates or silicates, looking at the water test...