We build custom AI digital twin panels - based on unique, actual human respondents.

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✓ Meaningful results

✓ Actionable results

✓ Trustworthy results

✓ Insightful results

Imagine being able to ask every question. Every follow-up. Every variation.

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We turn your data into remarkable representations of actual, complex, nuanced human beings.

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Now available: Our own in-house panel of AI digital twins, all based on real individuals.

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Want to see it in action? Ask your question (free) to our panel of 1,500 unique AI digital twin panelists.

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Market Research Firms

Panel Providers

Custom Panels

Our "bring your own data" product takes a client's survey and creates an AI panel with unique AI digital twins corresponding to each human respondent in the original survey. Ask follow-up questions, backfill hard-to-reach respondent pools, teach the panel new information and re-test, and so much more.

Now available: Our panel of thousands of AI digital twins based on US Gen Pop sample is here to give you fast, reliable, actionable insights. Forget the long process of finding and vetting candidates... forget unreliable respondents... and ask as many questions as you want, whenever you want, to whatever sample you want.

We can create custom panels consisting of AI digital twins of your actual customers - available 24/7 to everyone in your company to ask questions about your products and services.

Xpolls' AI technology platform leverages the latest breakthroughs in open-source large language models, and incorporates our proprietary fine-tuning, training, and automation techniques. We also host our own servers locally to safeguard client data.

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Our AI panel technology has been successfully deployed across multiple industries (pharmaceuticals, financial services, health care, CPG, jury consulting, professional sports, media, and election polling) with results comparable to human respondent panels.

• Read our 2025 white paper

On our free, self-service portal ask.xpolls.ai, we offer everyone the chance to ask a question to a panel of 1,500 unique AI digital twins. See our system in action for yourself. Also try out Price Predictor - a pricing panel, and Ad Evaluator - a visual copy testing panel. Want your own custom panel based on your actual customers? Email us below.

• Try out ask.xpolls.ai
• Price Predictor
• Ad Evaluator

David Ho - Co-Founder/CEO

David is an IT consultant with extensive experience in network deployments and application software development. He holds bachelor's and master's degrees in Electrical Engineering from UCLA.

Warren Chao - Co-Founder/CTO

Warren is a technology entrepreneur based in Los Angeles. He started his career as a computer programmer on Wall Street and subsequently worked in senior roles at Intel and Gemstar/TVGuide (then a subsidiary of News Corp.). He holds a bachelor's degree in computer science from Harvard University and a JD/MBA from New York University.