DavidLS comments on Fixing Moral Hazards In Business Science - Less Wrong Discussion
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I did a poor job at the introduction. I'm assuming the studies exist, because if they don't that's full on false advertising.
Not to pick on anyone in particular here are some I recently encountered:
The probiotics section at wholefoods (and my interactions with customers who believed those claims or were skeptical of my claims given the state of the supplement market) was what finally caused me to post this thread.
As a perplexing counterbalance to wholefoods are companies which don't advertise any effects whatsoever, even though you'd expect they would.
List of companies where a lack of studies/objective claims caught my imagination: