One of the biggest believers in gold is prospecting for outside investors after seeing the value of his personal holdings cut sharply in the metal's steep fall.

New York investor Thomas Kaplan is looking to raise $500 million for a private-equity-style fund to make more bets on gold and other precious metals, say people familiar with the matter and a marketing document that The Wall Street Journal viewed.