Synthetic data

Synthetic data refers to artificially generated respondent-level data that mirrors real-world survey or panel data distributions. It’s used for survey testing, forecasting, modeling, and scenario analysis, while ensuring speed, cost-efficiency, and privacy. Here, at QuestionPro you can use our synthetic data platform to generate synthetic report based on the available survey responses in a community owned by you.

Click to download the video

No, other users cannot access your community data.

You have complete control over your community and all related user data. Your data remains fully private and secure, and is not shared or made accessible to any other user, organization, or external entity.

At QuestionPro, we strictly adhere to privacy and data protection standards. This means:

• We do not allow any external or internal users to access your community data for generating or gathering synthetic data.
• We do not use your data to train any Large Language Models (LLMs), Small Language Models (SLMs), AI, or agentic models.
• You retain full ownership and control of how your data is used within your community.

Go to Audience --> Synthetic data

1. Create a Workspace
   • Click the Create Workspace button.
   
   • Select the community for which you want to generate synthetic data.
   
   • Confirm your selection to set up the workspace.
   

   Once the workspace is created, data synthesis begins

2. Create a Workbook
   • Click the Create Workbook button.
   • Enter a name, description, and a detailed purpose for your study

     The purpose helps filter data and match it with relevant questions and members.

   • Set the similarity percentage to define how closely the data should align with your study purpose.
   • Click Create to generate the workbook.
   
3. Ask a Cohort
   • Click on the workbook card. The system will display:

     Matched questions from the synthesized data (with matching percentages).

     Matched members (with matching scores).

   • Specify how many members to include in the interview (between 1 and 50).
   
4. Add Questions
   • Use QuestionPro AI to auto-generate questions by clicking the Ask Question button.
   
   • Or Click the plus (+) button to add your own questions.
   
5. Generate Report
   • Once your questions are ready, click Generate Report.
   
   • The QuestionPro AI will ask your selected members the questions.
   
   • QuestionPro AI will then generate a summarized report with:

     Key insights

     Recommended actions to support decision-making

     

6. Download Report
   • Export the report in PDF or Markdown format for easy sharing.