any pregnant and breastfeeding mummies took milk boosters and it actually helps with the supply? if yes, can share what are the boosters you took?

I nursed my firstborn throughout pregnancy and no booster worked, unfortunately. After about 20+weeks, my milk supply dipped quite drastically and lo eventually stopped latching until almost the end of 3rd trimester.