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Methods, evidence and practical guidance for using AI in modern market research.
Four benchmarked studies, 4,300 synthetic study records, and a practical view of where synthetic research supports packaging decisions, sharpens shelf diagnostics, and still needs human validation.
Read article: Case Study: Where Synthetic Respondents Add Value for an FMCG Leader
Describe what you need to learn, and Study Assistant turns it into a complete, editable study: research design, audience, questionnaires and moderator guides, and a credit estimate for every run. Nothing runs until you approve it.
Read article: Introducing Study Assistant
Compare synthetic respondents with traditional panels, including the tasks synthetic research can support, its limitations, and how to combine both responsibly.
Read article: Synthetic Respondents vs. Traditional Panels: When Synthetic Panels Work, Where They Break, and How to Use Them Responsibly
Synthetic market research is developing quickly, and the language around it is still catching up. There's still lot of terms, being thrown around.
Read article: Synthetic Personas vs. Synthetic Respondents vs. Digital Twins
A practical guide to synthetic respondents, grounding, suitable research tasks, and the decisions that still require evidence from real people.
Read article: Synthetic Market Research: A Practical Guide to Synthetic Respondents, Grounding, and What Actually Works
Compare synthetic market research platforms by grounding, persona fidelity, workflow breadth, and validation practices to find the right fit for your research.
Read article: Best Synthetic Market Research Solutions in 2026: How to Evaluate Synthetic Respondents Platforms
A peer-reviewed study explores how large language models turn aggregated clickstream segments into customer descriptions, new metrics, and research recommendations.
Read article: Beyond the Spreadsheet: The Science of Turning Clickstream Data into Customers
Two years ago, we started OpinioAI with a clear mission. We wanted to understand customer behavior through synthetic personas.
Read article: From Opinions to Certainty: Why We Are Rebranding to SYMAR
Trace market research from paper surveys and panels to synthetic personas, and learn how AI-assisted methods can complement research with real people.
Read article: From Paper Surveys to Synthetic Personas: How Market Research Evolved Into Synthetic Market Research
Use existing customer research, product documents, and brand knowledge to give synthetic personas context through SYMAR's Synthetic Memories.
Read article: Introducing Synthetic Memories
A look at AI research on human behavior simulation and what it means for synthetic respondents, market insights, and research validation.
Read article: Beyond the Average: How Cutting-Edge AI Research is Redefining Human Behavior Simulation for Market Insights
Revisit research on LLM-assisted market research, exploring how synthetic respondents can support qualitative insights and where validation is still needed.
Read article: The AI-Powered Insight Engine: Re-Examining a Forward-looking Market Research Study
Imagine you're about to launch your groundbreaking product in a brand new market. Exciting, right? But hold on – how do you really know what the locals think? What are their quirks and customs?
Read article: Cracking the Code to Global Markets: Can AI Really Understand What Your Customers Think?
Focus groups have long been a cornerstone of user research, providing valuable insights into consumer preferences, behaviors, and opinions.
Read article: Embracing Synthetic Focus Groups for Modern Research
In today's fast-paced digital world, artificial intelligence (AI) is revolutionizing numerous industries, and market research is no exception.
Read article: Synthetic Respondents in Market Research
The advent of large language models (LLMs) has revolutionized various industries, significantly impacting how we perform market research.
Read article: Harnessing Large Language Models for Market Research
Explore how market research helps businesses understand customer needs, and how AI-assisted methods are changing the tools without removing the need for evidence.
Read article: The timeless value of understanding customer needs through Market Research and how AI is changing it
Explore how SYMAR approaches AI-assisted research and human simulation, with synthetic personas supporting the exploration of audience behavior.
Read article: Exploring New Frontiers with AI Research & Human Simulation
A curated collection of academic studies on synthetic respondents, simulated human behavior, and the opportunities and limits of LLM-assisted market research.
Read article: Academic research & studies on AI in (synthetic) market research
Market research is a vital tool for businesses to understand their customers, competitors, and trends.
Read article: Synthetic data for AI-powered market research