Use short, personalized video messages in cold and warm outreach to cut through inbox noise, calibrating personalization depth against production time so the tactic scales without becoming generic. Use whenever the user is considering video prospecting tools, an existing video-outreach effort has poor completion rates, or personalization is proving hard to scale past a handful of messages.