Making AI-Enhanced Videos: Analyzing Generative AI Use Cases in YouTube Content Creation
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Abstract (arXiv)
Generative AI (GenAI) tools enhance social media video creation by streamlining tasks such as scriptwriting, visual and audio generation, and editing. These tools enable the creation of new content, including text, images, audio, and video, with platforms like ChatGPT and MidJourney becoming increasingly popular among YouTube creators. Despite their growing adoption, knowledge of their specific use cases across the video production process remains limited. This study analyzes 274 YouTube how-to videos to explore GenAI's role in planning, production, editing, and uploading. The findings reveal that YouTubers use GenAI to identify topics, generate scripts, create prompts, and produce visual and audio materials. Additionally, GenAI supports editing tasks like upscaling visuals and reformatting content while also suggesting titles and subtitles. Based on these findings, we discuss future directions for incorporating GenAI to support various video creation tasks.
Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). First posted on arXiv 5 Mar 2025.
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Citing papers per year: 2025: 3; 2026: 3.
6 papers.
- 2026PrevizWhiz: Combining Rough 3D Scenes and 2D Video to Guide Generative Video Previsualizationcited by 4
- 2026In-Context Credit Assignment via the Corecited by 2
- 2025Through Their Eyes: User Perceptions on Sensitive Attribute Inference of Social Media Videos by Visual Language Modelscited by 1
- 2025Generative Augmented Reality: Paradigms, Technologies, and Future Applicationscited by 1
- 2025AnimAgents: Coordinating Multi-Stage Animation Pre-Production with Human-Multi-Agent Collaborationcited by 1
- 2026Creating Disability Story Videos with Generative AI: Motivation, Expression, and Sharingcited by 0
- 2026In-Context Credit Assignment via the Core7 May 2026
- 2026PrevizWhiz: Combining Rough 3D Scenes and 2D Video to Guide Generative Video Previsualization3 Feb 2026
- 2026Creating Disability Story Videos with Generative AI: Motivation, Expression, and Sharing18 Jan 2026
- 2025AnimAgents: Coordinating Multi-Stage Animation Pre-Production with Human-Multi-Agent Collaboration22 Nov 2025
- 2025Generative Augmented Reality: Paradigms, Technologies, and Future Applications20 Nov 2025
- 2025Through Their Eyes: User Perceptions on Sensitive Attribute Inference of Social Media Videos by Visual Language Models11 Aug 2025