Thank you for the replies, everyone,
Took the dashboard off and used contact cleaner on the relay and its plug, still, no power going to the pump and the relay doesn't click. Strangely no voltage across relay terminals too.
Fuse is also good, with 12V across its terminals.
I don't have an OBD...