We can verify if it is a real airdrop if they are not asking your Private Key,  the details of the project are not vague, the dev team behind the project is respected, and if it is supported by a well-known persons or companies. Here in Bitcoin talk I always check the airdrop bounty manager's rank if it is legendary, hero or at least Senior member because they are being paid by good money and I believe they are legit.