You can remember the meaning of 摩托车 with this easy mnemonic:
I need to rub (摩) my motorbike with motor oil every night but I entrust (托) no one with this job. The only vehicle you guys can touch is this wooden cart (车).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.