Video Consumers: Feedback on Auto-Edited Content

We're running a paid study on the quality and engagement levels of auto-edited video content. Our goal is to understand how automated editing choices impact viewer experience and clarity. Your insights help us determine which editing styles feel the most natural and engaging to everyday viewers.

You will complete a brief, four-minute asynchronous task on your computer or mobile device. During the session, you will watch a short video clip that has been edited automatically. Afterward, you will provide a simple quality rating based on your viewing experience. Finally, you will write one concrete suggestion on how the video could be improved.

We welcome everyday digital content consumers who regularly watch short-form videos online. You do not need any professional editing or production experience, just a keen eye for what makes a video engaging. Anyone who is comfortable providing quick, constructive feedback is encouraged to apply.

• Watch a brief, auto-edited video clip on your personal device
• Provide a straightforward quality rating based on your viewing experience
• Write one clear, constructive suggestion to improve the content
• Complete the entire review process within approximately four minutes

• Regular viewer of short-form digital video content
• Ability to articulate clear, constructive written feedback
• Comfortable evaluating media critically
• Reliable internet connection and a device capable of streaming video smoothly

• You will be engaged as an independent contractor.
• This is a fully remote opportunity that can be completed on your own schedule.
• Opportunities can be extended, shortened, or concluded early depending on needs and performance.
• Your participation will not involve access to confidential or proprietary information from any employer, client, or institution.
• Payment is issued as soon as your work is approved.
• We are unable to support H1-B or STEM OPT candidates at this time.