Some of those companies offer "opt-out apps" (Airpush, LeadBolt and others – see e.g.:
Is safe to give my IMEI to LeadBolt to enjoy apps without advertisement?), but that's pretty fishy: You opt out per device based on the IMEI. Nice: You offer them your IMEI along with some other data, so they can profile you? I'm not that stupid, sorry.