Kindle Unlimited isn't included with Prime. You will have to pay $12 per month after a 30-day trial. Only a small offering ...
If you're wondering how you'll pass the time this fall and winter, Amazon has some free entertainment offers in store during October Prime Day including audiobooks, music streaming, and Kindle books.