You can remember the meaning of 差点 with this easy mnemonic:
It's almost unnoticeable, but the only difference (差) between my twin and me is the little dot (点) I have in the middle of my forehead.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.