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Calling this data science is disingenuous. There's no additional analysis of the source data beyond presenting it in a better UI.

That doesn't really seem to be true. Did you read their about page? http://www.brewreport.com/about

I hadn't seen that, and that does make things more clear. It's not clear from just using the website that the recommendation engine is the focus.