I'm not convinced we know enough to do this. A planet in the right temperature with a high-oxygen atmosphere might just be low-carbon and high pH, such that the entire surface is oxidized and glassy and the liquid water carries a pH in the 12s.

What's great is, we're about to get a whole lot more data with which to do astrochemistry.