Creators produce short-form vertical videos (9:16) for platforms like TikTok and Instagram Reels, using AI to generate engaging clips with motion and camera effects. They leverage free tiers from providers like Pika or Luma for cost-effective iterations, focusing on stylized or cinematic content to attract followers.

Businesses create horizontal videos (16:9) to showcase products with controlled motion, such as camera pans or tracking shots, using platforms like Runway Gen-4.5 for professional quality. They start with low-resolution tests to validate prompts before scaling to higher resolutions for YouTube or website integration.

Educators and trainers generate AI videos from images or text to illustrate concepts, using image-to-video with source images that imply motion. They follow aspect ratio guidelines to avoid post-crop quality loss and use providers like Stable Video Diffusion for local, cost-controlled production without API fees.

Marketing agencies produce AI-generated videos for ads, focusing on human motion and longer clips with platforms like Kling V2. They apply prompting rules for explicit motion and camera direction to create compelling narratives, while managing costs by extending good clips and using free tiers for testing.

Artists use AI to generate stylized videos for exhibitions or online portfolios, leveraging fast iterations with Pika or cinematic effects with Luma Dream Machine. They avoid failure modes like face morphing by framing shots carefully and plan for cuts to maintain quality in longer durations.

Freelancers offer AI video generation services to clients, using multiple platforms like Runway and Kling to handle diverse requests from social media clips to product demos. They optimize costs with free tiers and efficient prompting, charging per project or subscription for ongoing content creation.

A software service integrates various AI video providers via APIs, offering a unified interface for businesses to generate and manage video content. It includes features like prompt optimization, cost tracking, and platform selection based on use cases, with revenue from subscription tiers.

Agency provides end-to-end AI video solutions, including strategy, generation, and promotion using guidelines from the skill package. They help clients navigate platform selection and failure modes, generating revenue through consulting fees and managed service packages for large-scale campaigns.