Can you publish your numbers afterward? Or just whether you thought it was worth it? (Or something along those lines)
I have seen this strategy recommended to gauge interest, but have always been wary of doing it myself (for exactly this reason: people being like "wtf? this isn't real?").
It is probably one of those things that should be done, even if it makes you uncomfortable.