To be in pursuit of something, often unexpectedly or unintentionally. The phrase is often, but not always, used when someone is interested in buying a specific, often expensive, item. If your car keeps making terrible noises like that, I think you'll be in the market for a new one sooner than later! He'll find himself in the market for a new girlfriend eventually—just give him time.