Panelia

Traditional consumer research panels are slow, expensive, and difficult to iterate on during fast-paced product cycles. Panelia delivers the scientific rigour of legacy market research in minutes using frontier LLMs and published academic methodology (arXiv 2510.08338).

Describe your concept—a new product feature, price point, copy hook, packaging design, or brand name—and test it against hundreds of culturally calibrated synthetic respondents.

• Academic-Grade Reliability: Results are delivered as 5-point Likert purchase-intent distributions with 95% confidence intervals, mean scores, top-2 box figures, and an objective reliability grade (A/B/C). Never an isolated metric without quantified uncertainty.

• Culturally Native Simulation: Operates natively across English, French, German, Italian, and Spanish. Synthetic personas think, contextualize, and answer within the cultural nuances of each specific target market.

• Full Reproducibility: Every single simulation locks model versions, embeddings, market calibration anchors, and random seeds to guarantee fully auditable, repeatable experiments.

• Qualitative + Quantitative Insights: Beyond hard metrics, receive detailed simulated customer verbatims explaining objections and motivations, backed by an automated executive summary.

• Built-in MCP Server: Connect and orchestrate studies directly from AI agents via the Model Context Protocol (MCP)—launch studies, check status, and retrieve raw outputs automatically.

• Agency & Enterprise Ready: Dedicated client workspaces, white-label deliverable exports, and transparent credit packs.