Lemongrass oil. Trying to Attract bees? If you want to increase your chance of successfully attracting a swarm, you can add an attractant to your bait hive. Lemongrass is very similar to the queen bee’s scent, so honeybees find the mixture of lemongrass and beeswax irresistible.