Key insights
- The author argues that using Reddit mentions as a proxy for retail investor holdings is flawed. The data is skewed by a few heavily mentioned stocks, treats small gambles the same as serious positions, and fluctuates faster than actual portfolios. This raises concerns about the accuracy of current methods for tracking retail investor positioning and its influence on the market.

I keep seeing “retail investor trend” data floating around, and a lot of it seems to come from stuff like ApeWisdom, basically just tracking mentions.
Which is fine, but it’s a wierd proxy for what people actually hold.
Looking at it more closely:
- The same handful of stocks dominate attention everywhere
- After that it drops off really fast
- A $50 gamble and a serious position count the same
- “Trending” swings way faster than real portfolios probably do
So it’s interesting for seeing what’s getting attention, but calling it “what retail owns” feels like a stretch.
Is there actually a good source for real retail positioning? Or is this basically what everyone ends up using?