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Editor’s Note: AI memory stocks have been some of the market’s biggest winners. But after a recent pullback, many investors are asking the same question: Is the opportunity over, or just gently tapping the brakes?
That’s the question TradeSmith CEO Keith Kaplan tackles in today’s guest essay.
Keith believes the answer has less to do with headlines and more to do with timing. His team’s research became the foundation for TradeSmith’s Seasonality tool, which helps identify historically favorable buying windows for thousands of stocks.
Keith’s research caught my attention, which is why I wanted to feature it here today. If you’d like to learn more, I encourage you to reserve your spot here for Keith’s free Breakthrough 2026 event on Thursday, July 16, at 10 a.m. Eastern. When you register, you’ll also get to try the Seasonality tool ahead of the event.








