Consumers: Feedback on AI-Generated Branding Assets

We're running a paid study on the effectiveness and appeal of AI-generated branding materials. Our goal is to understand how real people perceive automated logos and website copy before they are finalized. Your honest reviews will help refine how these AI agents generate future marketing assets for small businesses.

You will access a secure review portal to examine four distinct pieces of generated work. For each asset, you will assign a numerical score, state whether you would pay for it, and write one sentence explaining what needs improvement. The task also includes a simple attention check to ensure quality responses. Finally, you will download your completed answer file and upload it to our platform to finish the session.

We are looking for everyday consumers and professionals capable of providing candid, constructive feedback. You do not need a background in design or marketing to participate, as we want genuine reactions. We welcome freelancers, small business owners, and general consumers who have an eye for what makes a business look trustworthy.

• Navigate to a web-based review portal to assess four pieces of work.
• Score each item from 1 to 10 based on overall quality.
• Indicate your willingness to pay and write a one-sentence critique.
• Pass a brief attention check to confirm your engagement.
• Download and upload your completion file or a summary screenshot.

• Comfortable navigating web-based evaluation forms
• Able to articulate specific, constructive feedback in a single sentence
• Willing to complete a short asynchronous evaluation task
• Capable of downloading and uploading simple files or screenshots

• 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.