Some common criteria for labeling a film as "bad" include poor acting, weak storytelling, inconsistent pacing, lackluster production values, and unoriginal or clichd content.

The term connoted a general perception that B movies were inferior to the more lavishly budgeted headliners; individual B films were often ignored by critics. Latter-day B movies still sometimes inspire multiple sequels, but series are less common.