Your last message testing poll cost $30,000–40,000 and tested 2 variants. Quorum assembles 200–1,000 AI voters calibrated to your exact district — results in under an hour, starting at $500/month.
In any deliberative body, nothing counts until you have quorum — the minimum number of voices needed to make a legitimate decision. Campaign message testing has never had this.
8–12
voices in a focus group
Not quorum
2–3
variants in a $35k poll
Not enough options
200–1,000
district-calibrated AI voters
Quorum reached
Select your congressional district. Quorum builds a representative panel of 200–1,000 AI voters using Census demographics, Cook PVI partisan lean, and CES issue priorities — each voter with a distinct profile and perspective.
Submit up to 5 message variants — same topic, different framing. Each voter independently evaluates each variant across 8 dimensions. No groupthink. No moderator bias. Every voice counted.
See which message wins the quorum — and why. Get demographic breakdowns showing where you're strong, where you're weak, and specific suggestions for making your winner even stronger. Refine and retest the same day.
200–1,000
AI voters per evaluation
8
Scoring dimensions per variant
435
Congressional districts available
<1 hour
From submission to verdict
Every voter evaluates each message independently across eight dimensions — no groupthink, no leading questions. The result is a structured verdict built from hundreds of individual judgments.
Persuasion
Does this move the voter toward your position?
Favorability Shift
Net change in candidate perception
Emotional Response
From hostility to genuine inspiration
Relevance
Connection to what the voter actually cares about
Credibility
Whether the claim survives scrutiny
Memorability
Staying power through election day
Mobilization
Would this motivate them to take action?
Clarity
Understood on first read, no confusion
Your current message testing methods don't have enough voices to make a real decision. Here's how Quorum compares.
Congressional Poll
800 respondents, 2–3 variants
$30,000–$40,000 per poll
2–4 week turnaround
Topline % only — no depth
One shot, no iteration
No improvement suggestions
Focus Group
8–12 participants, qualitative
$5,000–$15,000 per session
1–3 week turnaround
Dominated by loudest voices
Moderator shapes the outcome
Not a quorum — a conversation
Quorum
200–1,000 independent AI voters
Starting at $500/mo (8 runs included)
Results in under an hour
Up to 5 variants per run
8 dimensions + segment breakdowns
Every voice counted independently
Refine and revote same day
Quorum's methodology builds on published research demonstrating that demographically-conditioned AI models can approximate human survey distributions with high fidelity.
Political Analysis, 2023
Argyle et al. demonstrated “algorithmic fidelity” — demographically-conditioned LLMs reproduce real survey distributions with measurable accuracy.
Science, 2025
Bail et al. tested AI-generated messages on 76,977 real participants. AI-crafted persuasion shifted voter preferences by 3.9–10 points.
FlockVote, 2025
Zhou et al. used Census-calibrated AI panels to correctly predict presidential vote direction in 6 of 7 swing states.
Schedule a live demo and we'll assemble your district's voter panel with your actual messages. Or start with Essentials at $500/month.