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Or if not, how to see if an app has advertisements or not?

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    Many apps that do have ads, require access to Internet. On the other hand, many other apps without ads do require such permissions as well. So, no. There's no "foolproof" way to know if an app has ads by just looking at the permissions. – Death Mask Salesman Mar 27 '16 at 17:34
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You cannot see that just by checking an app's permissions: those permissions ad modules require for their job are the same the app itself might need for another job. You can, however, look up the app at AppBrain: for each app, that site lists up what ad modules (and other libraries) are used. You find that scrolling down to the "Libraries" section. AppBrain distinguishes between "Development tools" (which also include analytic libraries like Google Analytics or Flurry), "Social libraries" (Facebook & Co), and "Ad network libraries" (Admob & Co).

Libraries
Libraries used by an app as shown by AppBrain

Clicking on an entry also reveals details on that module/network.

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