Ferrofluid can help flatten the impedance curve and reduce Fs and diaphragm excursions, but each design is different and handles those potential issues differently, so it’s use isn’t universally advantages.
I changed out the FF on my 30 year old Seas domes a few years ago, and it made an audible improvement after.