Model the publicreaction first.

See how representative populations would respond to a policy, price, regulation, or economic change — at survey scale, in hours, not weeks.

Surveys and focus groups are slow, expensive, and hard to iterate on. Machine Lattice samples a population grounded in representative demographic data and runs your scenario past every agent — returning distributions, segment breakdowns, and the reasoning behind them, fast enough to test many versions in a single afternoon.

Ask in plain language. Each question becomes a scenario every agent in the population reacts to.

01How would households react to a 9% utility price increase?
02Which groups support or oppose this policy, and why?
03How does the reaction differ by income, region, or age?
04What behavior change is likely if this rule comes in?
05Where is opposition concentrated?
Population-level results

Support, neutral, and oppose shares across the whole population — the headline number you came for.

Segment analysis

Reaction broken down by the demographics that matter, so you can see exactly where a change bites.

Reasoning & drivers

The why behind each position — the considerations and trade-offs people weigh on their way to a verdict.

Decision report

A written synthesis with the headline finding, confidence, and an honest account of what it doesn't predict.

BUILT ON · REAL PEOPLE

Representative demographic populations spanning age, income, household, region, and circumstance.

Run this on your question.