Exactly. It's difficult to make causal claims from observational data, and made worse by the constant flood of causal claims coming out of microbiome labs. At best there's anecdotal evidence, at worst researchers are peddling snake-oil.

And to clarify, I have worked on microbiome research. The whole field is a mess.