In the store, you can exchange real-world currency (or Google Play Store credit) for chaotic matter units (CMU). These can in turn be used in the store to purchase premium items. Niantic has indicated that CMU may also be granted occasionally as part of a promotion, though details on this are unclear.

For more information, see the Store article.