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02 · AI Survey Simulation

TownFolk

Replace months of fieldwork with hours of simulation.

10K+
Synthetic Respondents
94%
Distribution Match
Hours
Not Months
50+
Demographic Segments

The problem with traditional surveys

Market research is stuck in a cycle that does not work. You spend weeks writing a survey. Weeks recruiting a panel. Weeks waiting for responses. Weeks analyzing results. By the time you have insights, the question has changed. And the sample you recruited, a few hundred people who had time to fill out a form, may not represent the millions of customers whose behavior actually matters.

Panel fatigue is real. Response rates are declining year over year. The people who do respond are increasingly unrepresentative. Professional survey takers game the system. And the cost of reaching niche demographics, rural populations, emerging markets, or specific professional segments keeps rising while quality keeps falling.

What TownFolk does

TownFolk generates statistically valid survey responses from synthetic personas. Instead of recruiting real respondents and waiting months, you define your target population and get results in hours. Each synthetic respondent carries a complete psychographic profile: demographics, attitudes, media consumption, purchase history, cognitive style, and the full suite of psychometric dimensions from PersonaGen.

Responses are not random. They are grounded in the same psychological frameworks that drive real human decision making. A 45 year old conservative small business owner in regional Australia will respond differently than a 28 year old progressive urban professional in London, and TownFolk captures those differences with validated precision.

The scale problem nobody talks about

You need to understand how 10 million potential customers feel about your product. Traditional research gives you a panel of 500. That is 0.005% of your audience, skewed toward people with time to fill out surveys. The confidence intervals are wide. The cross tabulations are thin. And the moment you try to segment by anything meaningful, age, income, geography, political leaning, the sample sizes collapse. You are drawing strategic conclusions from statistical noise.

TownFolk solves the scale problem. Generate 10,000 synthetic respondents matched to your exact target population. Segment by any dimension without losing statistical power. Run conjoint analysis, MaxDiff, multi round follow ups, and open ended responses across every segment simultaneously. Test multiple survey versions side by side to identify which questions confuse respondents before they ever reach a real panel. The output looks exactly like real survey data, ready for your existing analysis tools.

Validation and trust

Every TownFolk output includes built in validation. Synthetic response distributions are compared against census data, published survey baselines, and known psychometric norms. You see exactly where synthetic responses align with reality and where they diverge. We do not hide the gaps. We surface them so you can make informed decisions about how much weight to place on synthetic data versus investing in targeted real world validation.

Who uses it

Product teams use TownFolk to test messaging and positioning before committing to campaigns. Political consultants use it to model voter response across districts. NGOs use it to understand community sentiment in regions where traditional surveys are logistically impossible. Agencies use it to deliver client insights in days instead of quarters. Anyone who needs to understand how people think and what they want, faster than traditional methods allow.

Key Capabilities

Population Modeling

Define target populations by demographics, psychographics, or custom segments. Personas are generated to match real world distributions.

Full Format Support

Likert scales, ranking, MaxDiff, conjoint, open ended. All supported with persona consistent response logic.

Statistical Validation

Built in benchmarking against census data and known survey baselines to verify synthetic response distributions.

Rapid Iteration

Test multiple survey versions simultaneously. Identify confusing questions before they reach real respondents.

Use Cases

Pre-Launch Market Research

Test product concepts across target demographics before investing in development.

Campaign Message Testing

Run political or marketing messages through synthetic panels representing key voter or customer segments.

Hard to Reach Populations

Survey populations that are logistically or financially impractical to reach through traditional methods.

Survey Design Optimization

Identify poorly worded questions and response bias before deploying to real panels.

Interested in TownFolk?

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