B.P.
You might also try getting a pumice stone specifically for cleaning bathtubs. I got mine at Wally for about $2. My tub is very old and the finish has gotten very worn so nothing comes off easliy. However, this will get things of that nothing else will.
It's in the cleaning aisle where the gloves, scrubbers, etc. are.
Good Luck!