You can turn off Kindle book recommendations by going into the Kindle app and clicking on “settings.” You can then scroll down to “Personalization” and select “Offer Recommendations Based On.
First, go to the Home Screen and tap on Settings. Next, tap on Device Options and then tap on Personalize Your Kindle. Here you can turn off recommendations by unchecking “Enable personalized recommendations.