polypanel.ai

AI that predicts people

AI polling expertise

Reference-grade AI polls to understand, compare, and anticipate

polypanel.ai builds AI-driven polls that model opinion formation at scale. Our approach draws on the best practices pioneered by Pollitics and unlocks new potential for market research, political analysis, and strategic intelligence.

Synthetic voters

50k+

Scenarios modeled

Daily

Refresh cadence

Every 6h

AI polling

What makes our approach different

Instead of relying on a small panel, we simulate synthetic populations that mirror demographic diversity and opinion shifts. Each cohort is calibrated, tested across multiple scenarios, and validated through repeated iterations.

  • Synthetic electorates aligned with real-world turnout models.
  • Dynamic scenarios that integrate political and economic context.
  • Stability checks before every release.

Our goal: measure gaps between collective intuition, markets, and public decisions, even when the news cycle accelerates.

Electorate mix

Context feed

News + signals + sentiment

Policy Markets Media

Workflow

From raw signal to actionable insight

Every question is evaluated through a rigorous AI pipeline. We prioritize speed, repeatability, and clarity on the gaps between market pricing, modeled intent, and emerging trends.

  1. 1

    Ingest the context

    Normalize the question, hypotheses, and timing.

  2. 2

    Run AI polls

    Synthetic voters respond to refreshed scenarios.

  3. 3

    Compare and score

    Compute gaps, momentum, and confidence.

  4. 4

    Publish insight

    Results ready for research, strategy, and communications teams.

Market source
Real-time feed
AI lab
50k profiles
Signal engine
Delta scores
polypanel.ai
Insights

Potential

A powerful lever for market research and political analysis

Our hybrid modeling blends structured signals with conversational context to explain purchase, vote, or sentiment shifts. This creates a fast, reliable way to understand opinion dynamics across sectors.

  • Market research: purchase intent, segmentation, concept testing.
  • Political analysis: opinion swings, message effectiveness.
  • Strategic monitoring: weak signals and impact scenarios.
  • Rapid simulations: campaign and narrative testing.

Segmentation

Targeted profiles

Context

News + media

Benchmarks

History + trends

Stress tests

Edge cases

Who we are

A data and AI team rooted at Station F

polypanel.ai was born at Station F to bring polling rigor and AI power to public and private decision-makers. We combine data science, social science, and statistical modeling expertise to deliver reliable, explainable, actionable insights.

  • Multidisciplinary team: data, product, social sciences.
  • Methodological rigor: validation, bias control, reproducibility.
  • Global perspective: multi-market comparative studies.

Station F

Mission

Understand & anticipate

Data AI Insights