To identify hidden gems in online liquidation sales, research the market value of items, look for well-known brands, and check for condition details. Pay attention to bulk lots, which may contain valuable pieces, and set a budget to avoid overbidding. Focus on items with potential for resale or that meet specific needs, maximizing your investment.