What attracts the moths? Is there any pellets that attract the moths?

The bait is in the glue.

Apparently, the scent bait is built into the stick'um. Trust me when I tell you that is does work.

The trap itself contains an attractant. If you've purchased this product in the past, you had to insert the bait (included) yourself, but now it's part of the interior of the trap.