I think that you can still get the ferrite kit - though mine is several years old it does have a sampling of SMT0603, SMT1206, and some SMT1806 parts of various materials. I do not know where you are located, but an electronics distributor here in the US does carry several of these types of kits - go to this webpage if you can order:
https://www.newark.com/ferrite-assortments
The part number of the kit I have is EKEMBL18E. Unfortunately it does not contain your indicated part, BLM21AG121SN1D. You might find it, or a different one, to be useful on your projects. your chosen part, I see, it rated for up to 800mA.
There may be some difference in effectiveness, depending upon physically where you place the inductor/ferrite bead. I would not put it where the 3.3V RF gnd current must pass through the bead to return to the regulator, but placing the bead just beyond that point to where it then goes out to the battery or other GND reference could be fine, depending upon the physical layout of the circuits. It if there is additional coupling in the printed circuit assembly and the traces are long to the battery gnd connection, it might be better to locate the bead closer to the battery connection. Looking at your schematic, you *might* want to consider possibility of moving the inductor to the other side of your input capacitor, so that the HF impedance does not interfere with the regulator's unit step-response. This would alter the circuit though, in that the input capacitor would also be grounded to the RF gnd, and not the battery ground. It may work OK for you as you have shown.
Do you know how much 2.4GHz (and sub-harmonics) interference you will see? Sometimes it is hard to accurately calculate in advance. Without knowing all the details of your design, I would say that your choice of bead is a reasonable starting point. I'd recommend that you get a few higher impedance ones, and maybe a lower impedance one to try also, maybe a 220 Ohm and 600 Ohm, and perhaps something like a 47 ohm or 10 ohm so you can cover a broad range. These parts do not exhibit a high 'Q' factor, as opposed to the BLMxxAB series parts (which for your situation may be a good thing) so there will likely be some overlap in effectiveness, but ideally you want to balance your selection with sufficient filtering of the RF with the lowest necessary resistance. Do you have a particular emission standards to meet? Is the case/chassis grounded directly to the battery ground? If the filtering is going to be critical, you may need to use high impedance FET probes on your oscilloscope to measure the differences obtained with the beads, as the standard oscilloscope probes will be too low impedance at higher frequencies to show you accurately.