The acid route is solid, but the real game-changer is actually how you store it. If you're seeing browning by day 2-3, oxidation is happening faster than lemon juice alone can prevent. Press plastic wrap directly onto the surface of your dressing before sealing the container - this cuts off oxygen contact way more effectively than just screwing a lid on. You want zero air pockets touching the dressing itself.
Beyond that, keep it in the coldest part of your fridge, away from the door where temperature fluctuates. A small glass jar works better than plastic since plastic can leach stuff and doesn't seal as tightly. If you're doing big batch prep, honestly consider making it fresh twice a week instead of once - avocado dressings aren't like vinaigrettes that actually improve over time. Three days is probably the realistic max even with all the tricks, so splitting your prep into two smaller batches keeps everything fresher tasting anyway.