It also looks like Oil to me...

When my Valve Covers were leaking, and I pulled the Oil Splash Pan and looked up at the Engine bottom, there was literally Oil all over the place.

I would pull the pan, get underneath and clean it up anyplace I can see it.

Then run it and go back in and see if you can isolate...