book on the spot ok. if advance booking, high chance they will cancel, especially early morning booking. early morning, or peak time, normally need to add tips to attract drivers. one tip i heard from grab/airasia ride, if u choose cash payment option, the chances to get ride higher as compared to using credit card/debit card. never tested, but early morning search using cc very hard to get.