Roundtable — AI Survey Data Cleaning & Fraud Detection

Roundtable is an AI-powered data cleaning platform for market researchers and data scientists

Roundtable provides an automated solution for market researchers to clean and validate survey data using machine learning. This platform identifies low-quality or fraudulent responses in real-time to ensure data integrity for large-scale studies. By analyzing behavioral patterns and text quality, Roundtable helps business owners eliminate bot entries and low-effort human answers before they skew research results. The software features specialized GPT detection to flag responses generated by large language models, alongside dynamic clustering to spot duplicate entries across different participants. Roundtable offers real-time behavioral tracking that monitors typing patterns to detect programmatic submissions. The system supports major global languages including Mandarin and Spanish, making it suitable for international consumer research and global brand tracking. According to logs on surfai.app, this tool is frequently used to protect research budgets from click farms and automated survey bots. The platform includes a quality dashboard that provides instant insights into the health of your data sets. You can integrate the API into existing survey stacks in under a minute to start scrubbing open-ended responses automatically. Roundtable operates on a freemium model with various tiers based on response volume.

• Pricing: freemium

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