The issue with relying on placebo effects is not that they aren't real/don't work (everything you said also applies to e.g. a painkiller), but that they are very context-sensitive. Deploy that drug to an individual or population with a different belief framework or contextual information about the therapy or their condition, and you won't get the desired results.

The design you mention is really interesting! Have you seen this done anywhere?