Following this logic, I now suspect everyone of price collusion -- including myself

Ok, to put it simply.

Absence of evidence is not evidence of absence.

If an event happens, and multiple previous times that event happened a cause was identified. It is reasonable to suspect the same cause was responsible this time.

It does not give proof, but it does give reasonable suspicion.