Panel Studies
Structured polls with published accuracy benchmarks.
Ask multiple-choice questions. Get toplines, demographic crosstabs, respondent voice, and an executive PDF — calibrated against Pew, Gallup, PPIC, and Texas Politics Project data.
4.88%
Texas panel MAE
3.43%
Political approval MAE
7.47%
Pooled across 460 questions
These numbers come from cross-validated benchmark runs on real human survey questions — not from Message Testing copy reviews. Every paid panel PDF includes confidence language and audit notes.
Panel Study vs Message Testing
Same synthetic panel infrastructure — different job. Pick the product that matches the decision you are making.
| You need to… | Use |
|---|---|
| Test two email subject lines before a send | Message Testing → |
| Ask “Which policy option do voters prefer?” with crosstabs | Panel Study → |
| Track approval or brand favorability over time | Panel Study → |
| Screen ad creative with open-ended reactions | Message Testing → |
What you get
- Multiple-choice questions with up to 10K synthetic respondents
- Demographic crosstabs — party, age, gender, income, education
- Respondent-style quotes and signal scoring on each question
- Client-ready PDF with methodology appendix
- 11 live panels · U.S. national · 4 census regions (16 audiences)
Best for agencies, consultancies, public affairs, and brand teams who need a defensible readout — not just a gut check on copy.
Start a panel study →Not sure yet?
Try Sandbox+ with no signup — poll preview on 200 agents, or message A/B on 20.
Open Sandbox+ →