Resources & Learning Center

Comprehensive guides, tutorials, and research papers to help you master survey simulation

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Documentation

Complete guides and API references to help you get started and make the most of our platform

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Research Papers

Academic publications and whitepapers on digital twin methodology and survey simulation

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Best Practices

Expert recommendations and proven strategies for optimizing your survey design and results

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Case Studies

Real-world examples of successful survey simulations across different industries and use cases

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Video Tutorials

Step-by-step video guides to help you master Survey Replica AI

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Getting Started: Your First Survey Simulation

Learn how to upload a Qualtrics survey and run your first simulation in under 5 minutes.

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Understanding Your Results: Analytics Deep Dive

Comprehensive guide to interpreting simulation results and demographic analysis reports.

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Advanced Features: Custom Parameters & API

Explore advanced simulation settings and learn how to integrate our API into your workflow.

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Best Practices: Optimizing Survey Design

Expert tips on question structure and survey design that improve prediction accuracy.

Frequently Asked Questions

Quick answers to common questions about using our platform

How do I upload my Qualtrics survey?
Simply export your survey as a .qsf file from Qualtrics and upload it directly to Survey Replica AI. We support 90-98% of Qualtrics survey formats without any conversion needed.
What file formats are supported?
We primarily support Qualtrics .qsf files. We also accept CSV files with properly formatted survey questions and response options.
How accurate are the simulation results?
Our digital twin models achieve 80%+ prediction accuracy compared to real human responses, validated through extensive testing with the Twin-2K-500 dataset.
Can I download the raw simulation data?
Yes! Pro and Enterprise users can export simulation results in multiple formats including CSV, SPSS, and JSON for further analysis.
Is there an API for automation?
Yes, we provide a comprehensive REST API for Pro and Enterprise users to automate survey uploads, run simulations, and retrieve results programmatically.
How long does a simulation take?
Most simulations complete within 2-5 minutes, depending on survey complexity. Large surveys with 50+ questions may take up to 10 minutes.

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