Apollo Global Management is embarking on an unusual campaign to improve its image with debt investors after a series of spats between the private equity firm and creditors in some of its troubled deals.

Apollo is preparing to meet with big debt investors including mutual fund managers in several cities over the next few months to ease concerns that the firm protects its investments in troubled companies at the expense of creditors, according to people familiar with the matter.