Based on your financial expertise, provide your response or viewpoint on the given financial question or topic. The response format is open.

Why would analysts recommend buying companies with negative net income?
Most likely because they don't know what they're talking about. They all have a belief without evidence that information set X is internalised into the price but information set Y is not. If there is some stock characteristic, call it y, that belongs to set Y, then that moves the gauge towards a "buy" recommendation. However, the issue is that no evidence has been used to determine the constituents of X and Y, or even whether Y exists in any non-trivial sense.