It depends on what type of starter deck e.g. Yugioh 5ds, Yugioh GX, Yugioh!
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You can get it in common, From one of the starter decks I think.
well, the starter decks are designed so that you can start dueling right away- literally just opening the box and playing. but the structure decks on the other hand, are basically "structures" for decks. as in, you buy the deck, and the deck is play-able by itself, but with the right cards added into it, the deck could be a lot stronger.
The best are dinosaur decks and dragon decks. P.S Dragon decks are better Dragon decks are the best. AKA: divine beast decks kill but 1 in a trillion use them.)
in the beginner decks
To unlock the structure decks in the first place, you must beat the structure deck duelist in New Domino City (in the area directly right to the card shop in that area). If you beat him with a structure deck, it will be available to buy in the shop (scroll all the way to the right to see it).HOWEVER, once you unlock all the decks, the game's glitch kicks in; the only structure deck available now would be the 5Ds Starter Deck and will continuously say that it's new no matter how many time you buy it.