Carrying out an airdrop before the ICO is one way to draw attention to the project. It seems to play a role in attracting investors. Also very important is the structure of the project itself, its idea, team, etc.
And what's on your opinion works better: bounties or airdrop.
The mechanism is a bit similar, I suppose