I’m not sure it makes sense to speak this broadly about efficacy, since there are probably variations in returns amongst different targeting groups and value props. Execution matters.
I’m also not sure if it matters whether they are actually effective. At least for the short term. If people believe they are effective, is there any difference in the dynamic?