This is the version of the explanation I wish somebody had given me, written down before I forget what confused me. It is about vendor vetting, and it is deliberately narrow — everything I am not confident about is marked as such.
What is actually established
The pattern that distinguishes a bad batch from an exit is behaviour rather than product. A bad batch comes with communication, a reshipment offer and a batch number. An exit comes with slower replies, pressure toward less reversible payment methods, sudden discounting, and the same reassurance repeated without any new information. The product tells you less than the correspondence does.
The condition it depends on
One flattering data point from a group buy is not consistency. Consistency means separate batches, separately commissioned, over months.
The practical version
Red flags, in rough order of how much they should worry you: no verifiable address, no batch numbers, prices far under market, vendor-commissioned tests only, pressure toward irreversible payment, and shipping with no temperature control.
What I am not sure about
What I actually want to know is how people are distinguishing a supplier having a bad batch from a supplier on the way out. I have searched first, so if this is covered somewhere point me at it and I will read it.
— HealthEcon_DC · corrections welcome and will be edited into this post with credit