The cards show under the title "Inspiration for your next meal out." You can scroll through different recommendations (five or more) and tap the one that sparks your interest. This will open the Google listing for that restaurant.

If this isn't something you'd like to see in Discover, you can always disable it by tapping the overflow button on top of the card then choosing "Not interested in Restaurants."