Consumers
Explore how people evaluate brands, products, and prices with a model trained on consumer survey data across shopping habits, preferences, and purchase behavior.
Concept testing Brand perception Purchase intent
Explore the consumer modelGenerate and analyze synthetic responses from population models of consumers, healthcare professionals, patients, and the public.
Bring your research question. We’ll explore it with you.
Explore the platform yourselfChoose who you want to research, build your study, and get results in minutes. Explore the steps below.
Curate a synthetic audience, build a digital twin, or use existing twins.
Create a survey, set up interviews, or ask questions of your twins.
Review responses, compare segments, and explore follow-up questions.
The audience
Curate a synthetic audience, build a digital twin, or use existing twins. This example uses the consumer model to represent U.S. adults.
Continue to the questionAudience specification
The research
Build a study around the decisions you need to make. Here, the research examines how concerned people are about the amount of sugar they consume.
See the resultsQuestion 4 · Single choice
The results
Review the distribution of answers, investigate differences, and decide what to ask next. These are the synthetic responses from the IFIC validation study.
Compare with the published researchPublished validation
Our synthetic responses are tested against published research, question by question. Explore the evidence behind the platform.
IFIC Food & Health Survey
2025 · Consumer model
One question from the IFIC 2025 validation. Results vary by question and population. This is our comparison with published research, not a customer endorsement.
Choose a model grounded in the data and context of your audience.
Explore how people evaluate brands, products, and prices with a model trained on consumer survey data across shopping habits, preferences, and purchase behavior.
Concept testing Brand perception Purchase intent
Explore the consumer modelResearch physicians’ treatment decisions, prescribing behavior, and professional attitudes with a model informed by U.S. physician data, prescription history, and healthcare research surveys.
Prescribing behavior Treatment preferences Product positioning
Explore the healthcare modelUnderstand healthcare experiences, treatment satisfaction, and medication attitudes with a model trained on patient surveys and assessed against public health and patient experience benchmarks.
Care experiences Treatment satisfaction Medication attitudes
Explore the patient modelStudy public opinion, policy preferences, and cultural attitudes across demographic groups with a model grounded in social science literature and evaluated against population surveys.
Public opinion Policy preferences Cultural attitudes
Explore the social research modelFollow up with your audience, explore the reasons behind their responses, or bring synthetic research into the tools your team already uses.
Save a defined cohort and ask new questions as your research evolves.
Explore digital twinsGo deeper with synthetic interviews and group discussions that explore attitudes and motivations.
Explore qualitative researchConnect preference predictions and survey simulations to your applications and workflows.
Explore the APIEvaluate the methodology, data practices, and options for working with your own research before deciding how to proceed.
Understand how the models work and where further validation may be needed for your use case.
Read the methodologyReview encryption, access controls, uploaded-data handling, and our compliance roadmap.
Review security practicesExplore private panels and ways to work with your existing research data.
Explore private panelsReview the available options, or discuss the requirements of a specific study with our team.
View pricingStart with the validation studies and methodology. Performance varies by question, population, and task. Our team can discuss your intended use and how to evaluate the results alongside other evidence.
Yes. Augmented Data, Expanded Data, and private panels provide ways to work with existing research. Talk to us about the data you have, the population you want to study, and your data-handling requirements.
You can create an account to explore the platform, or book a demo to walk through your research needs with our team. View pricing for the available options.
Bring your research question. We’ll walk through the relevant audience, results, and validation with you.
Explore the platform yourself