Comparisons
Panelia vs Synthetic Users: qualitative interviews or quantitative measurement
Synthetic Users runs AI-driven qualitative interviews billed per session. Panelia measures a purchase intent distribution across hundreds of synthetic respondents.
Method comparisonPanelia vs Quantilope: automated human panels or synthetic respondents
Quantilope automates the tooling around real human panels. Panelia replaces the human panel with calibrated synthetic respondents, faster and cheaper still.
Tool comparisonPanelia vs Qualtrics: survey tool or built-in panel
Qualtrics designs and distributes surveys, but you bring your own panel. Panelia bundles synthetic respondents and analysis into a single product.
Method comparisonPanelia vs Minds: two AI panels, two ways to prove it
Minds and Panelia both assemble calibrated AI personas. The real difference is validation: a company-reported figure versus a method published on arXiv.
Method comparisonPanelia vs traditional market research: which one, when
An agency study runs 15,000 to 50,000 dollars and takes weeks. Panelia measures purchase intent in 10 minutes for about 1 euro. Here is where each approach wins.
Method comparisonPanelia vs ChatGPT for testing a price or a concept
Asking ChatGPT if it would buy gives you one opinion. Panelia measures a purchase intent distribution across hundreds of respondents, with a confidence interval.