Company
Participant Recruitment
ShoppingExperts:AITraining
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Shopping Experts: AI Training. Share detailed accounts of past shopping experiences.. Describe various retail and personal purchase scenarios.”
What You'll Achieve.
train AI models to handle complex advisory situations; help AI understand real shopping situations — especially those involving nuances, trade-offs, and hidden details that completely change the required approach; improve future advisory technologies
Industry & Context.
handle complex advisory situations; understand real shopping situations — especially those involving nuances, trade-offs, and hidden details that completely change the required approach; clear hidden details and concrete constraints are significantly more valued; Coherence between fields and the story, real and domain-specific details, at least 3 concrete constraints, and a clear hidden detail that changes the required approach
What They're Looking For.
Must Have
Individuals interested in contributing to AI development., People who enjoy reflecting on their consumer journeys., Those eager to share their insights on purchase processes., Anyone keen to improve future advisory technologies., Individuals with a willingness to articulate their experiences clearly.
What You'll Do.
Share detailed accounts of past shopping experiences.
Describe various retail and personal purchase scenarios.
Discuss factors influencing your buying decisions.
Provide insights into how you interact with different vendors or platforms.
Articulate challenges and successes encountered during purchases.
How You'll Work.
Communication Scope
conversation-only scenarios; resolved through a conversation or consultation; articulate their experiences clearly
Full Job Description
Welcome! We are conducting a research study with Shopping professionals. The goal is to collect real-world professional scenarios that will help train AI models to handle complex advisory situations. The objective of this research is to help AI understand real shopping situations — especially those involving nuances, trade-offs, and hidden details that completely change the required approach. CONVERSATION-ONLY SCENARIOS This form exclusively accepts scenarios that are resolved through a conversation or consultation. No tool use or file uploads are required. Submissions that depend on digital tools should be submitted in the tool-supported scenario form instead. WHO CAN PARTICIPATE - Personal shoppers and styling professionals - Retail buyers and merchandisers - E-commerce and customer experience professionals - Gift consultants and event planners - Experienced shoppers who navigated a complex purchase decision VALIDATION CRITERIA Automatically rejected: Generic responses, use of AI, inconsistency across fields (detailed in one field, superficial in another), made-up cases without real domain knowledge. The use of AI is not permitted. Generic or superficial responses will be rejected. Your story must reflect real experience in the field and knowledge of how situations actually work in practice.Required for success: a scenario that is resolved primarily through conversation or consultation. Submissions with clear hidden details and concrete constraints are significantly more valued.Approval criteria: Coherence between fields and the story, real and domain-specific details, at least 3 concrete constraints, and a clear hidden detail that changes the required approach. EXPECTED TIME ~30 minutes per submission.Remember: The use of AI is not permitted RESPONSIBILITIES - Share detailed accounts of past shopping experiences. - Describe various retail and personal purchase scenarios. - Discuss factors influencing your buying decisions. - Provide insights into how you interact
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