From Tweets to Trades: This Trader Scrapes Social Media for Trading Setups... It BEATS Wall Street

EPISODE · Feb 23, 2026 · 50 MIN

From Tweets to Trades: This Trader Scrapes Social Media for Trading Setups... It BEATS Wall Street

from Stansberry Investor Hour · host Stansberry Research

In this week's Stansberry Investor Hour, Dan and Corey welcome Andy Swan to the show. Andy is the co-founder of LikeFolio, a financial-technology company focused on providing its clients with actionable research based on consumer-driven data. He has a free report focused on a new wave of health care and AI that can inform investors of how to best prepare before it arrives. You can download the report here.   Andy kicks things off by sharing how LikeFolio evolved from being designed to create "like" portfolios for social media users based on the companies they and their friends are interested in to being geared toward investors and traders. He says that the data from social media and other publicly available sources is very powerful because it can show where consumer sentiment is for a product and can help estimate sales for a product before an earnings report is released. Andy then provides some of his background in trading, along with his rules for investing.   Next, Andy states that investors need to have some guardrails in place to protect their capital when investing. However, he believes that there's no "one size fits all" method and that investors need to ensure that the rules they establish match their approach. Andy switches the topic to the ease and accessibility of trading with apps like Robinhood. But he warns users to beware leveraged exchange-traded funds – while they sound appealing because of the potential to triple gains, "poisonous" stocks in a fund could send you tumbling. He then gives his thoughts on how AI is changing the world and what he thinks is the next step in its development.   Finally, Andy discusses how one company is currently hated due to its financials, but according to his data, consumers are gravitating toward it. He compares it with other stocks that lost money early on but turned into behemoths in today's market due to new customers consistently using their products. This company could follow in their steps based on his data. And Andy provides his thoughts on the type of mentality to have as an investor.

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From Tweets to Trades: This Trader Scrapes Social Media for Trading Setups... It BEATS Wall Street

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