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Small business owners (AI response evaluation) - Korean Business Document

Remote
Posted August 24, 2026
freelance
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Listing checked August 25, 2026 · pay as published by Turing

Overview

This project assigns you the task of comparing AI chatbot responses for real-world small business scenarios, with all work conducted in Korean. You will create realistic prompts, run conversations of up to five turns, and score replies on clarity, usefulness, and accuracy. The engagement runs for 10 weeks on a project basis, with each task requiring a multi-chatbot comparison and a final assessment. You will also work with spreadsheets, PDFs, and images while evaluating business documents and everyday customer interactions.

What You'll Do10

  • 1Write realistic business prompts in Korean based on the user goals supplied for each evaluation task.
  • 2Carry on short conversations with multiple AI chatbots, keeping each exchange to five turns or fewer.
  • 3Rate each chatbot response on clarity, usefulness, and accuracy using the given rubric.
  • 4Produce structured feedback that compares the strengths and weaknesses of the responses.
  • 5Submit full conversation transcripts along with your evaluation notes and final verdicts.
  • 6Create visual marketing content, such as simple ad graphics or social media posts, for small business scenarios.
  • 7Work through everyday operations and customer interaction cases, then assess how well the AI handles them.
  • 8Run market research in your area of expertise and contribute ideas for new evaluation prompts.
  • 9Use spreadsheet, PDF, and image inputs to support financial planning and data analysis tasks.
  • 10Judge AI-generated replies for small business use cases and record whether they are practical and correct.

Requirements5

  • 1Own a small business or demonstrate hands-on familiarity with day-to-day small business operations.
  • 2Maintain a collection of business-related documents written in Korean, including contracts, invoices, or financial records.
  • 3Apply strong analytical and critical thinking skills when judging different answer sets.
  • 4Follow every step of the structured evaluation guidelines and submit results in the expected format.
  • 5Use AI chatbot interfaces with ease and switch between multiple AI tools during a task.

Who Should Apply

The candidate who fits this role best is a Korean-speaking small business owner or operator with real documents, such as invoices, purchase orders, or customer correspondence, that can serve as test material. You should enjoy comparing how different AI chatbots handle everyday business problems and be able to explain which answer works better and why. This role is less suitable for people who do not have Korean business documents available or who prefer creative writing over repetitive evaluation tasks. A common rejection reason is submitting an application with no clear evidence of hands-on small business experience in Korea. Another is failing to show basic comfort with chatbot interfaces during the assessment.

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LocationRemote
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Compensation

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Required Skills

ai chatbot evaluationbusiness analysisprompt writingkorean languagespreadsheetspdfmarket researchdata analysisfinancial planningvisual content creationcritical thinking

Application Tip

Select two Korean business documents you own, such as an invoice and a customer complaint email, and describe in your application how you would turn each into a test prompt for the chatbots. Quantify your small business experience in years or in numbers of customer interactions handled to show you can judge real-world scenarios.

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