USE CASE — MARKETING & MESSAGING
Test the messagebefore the market does.
Pressure-test positioning, campaigns, and messaging across real demographic cohorts — and see who it lands with, who it loses, and why.
Every launch sends a message to people you've never met. Machine Lattice builds a population that looks like your real audience and has each agent react the way a person actually would — with reasoning, emotion, and a verdict — so you learn what resonates before you spend the budget.
QUESTIONS YOU CAN PUT TO A POPULATION
Ask in plain language. Each question becomes a scenario every agent in the population reacts to.
WHAT COMES BACK
Verbatim responses in your audience's own voice — not aggregate scores, but what individual people would actually say.
What's resonating and what's falling flat, surfaced and ranked across the whole population.
How the message lands segment by segment, so you see exactly who you're winning and who you're losing.
The specific arguments that win people over — and the ones that push them away.
Nationally representative demographic populations — age, income, region, household, and lifestyle.