Grounded Customer Simulation
Notes from the Lab.
In-depth strategy guides, validation benchmarks, and behavioural science insights to help you build continuous customer understanding.
Most Recent
The Best Business Decisions Don't Start with Data. They Start with the Right Questions.
A conversation with Ankur Nagar, Founder of Saarva, on why the quality of business decisions depends on asking the right strategic questions, and how consumer understanding helps organizations uncover growth opportunities, shape innovation, and build stronger brands.
Pricing Beyond Numbers: Understanding Consumer Value in an AI-Driven World
A conversation on how organizations can move beyond cost-based pricing by understanding consumer perceptions of value, willingness to pay, and purchase behaviour, while leveraging AI and consumer intelligence to build smarter pricing and innovation strategies.
AI as a Research Partner: Rethinking How We Understand Consumers
A conversation about how AI and machine learning are helping researchers uncover richer behavioural patterns and build faster, more adaptive models of consumer understanding while keeping human judgement at the center.
Synthetic Personas
3
Your next focus group might be synthetic – meet synthetic personas
The Synthetic Personas are essentially digital versions of consumers created using AI, LLM designed to mirror real people’s preferences and reactions so teams can test ideas before launch.
Synthetic Research vs Traditional Research: What Actually Produces Better Decisions?
The question is not which method is more accurate. It's which method is closer to how decisions actually form.
AI Personas vs Behavioural Simulation: A Critical Difference
Why language generation is not decision modelling. Distinguishing between superficial personas and behaviourally grounded simulations.
AI Market Research
3
Why Most Customer Research Is a Reconstruction, Not Reality
The calm lie behind most customer research: decisions form under pressure, emotion, and context, but what we capture is a reconstructed explanation.
People Don't Say What They Do - And That's Not Lying
The hidden gap between stated intent and real behaviour. People aren't dishonest; they are just reconstructing their decisions.
Fast vs True: The Hidden Trade-off in AI Research Tools
Why speed has quietly replaced ground truth in modern insight generation, and how grounded simulation solves this false dichotomy.
Synthetic Customer Research
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Workflow
2
Synthetic Research Vendor Checklist
Ten questions to ask when evaluating behavioral simulation tools.
Synthetic vs Human Research: Where Each Fits
An architectural guide for resource mapping and tactical research choices.
Expert Series
9The Best Business Decisions Don't Start with Data. They Start with the Right Questions.
A conversation with Ankur Nagar, Founder of Saarva, on why the quality of business decisions depends on asking the right strategic questions, and how consumer understanding helps organizations uncover growth opportunities, shape innovation, and build stronger brands.
Pricing Beyond Numbers: Understanding Consumer Value in an AI-Driven World
A conversation on how organizations can move beyond cost-based pricing by understanding consumer perceptions of value, willingness to pay, and purchase behaviour, while leveraging AI and consumer intelligence to build smarter pricing and innovation strategies.
AI as a Research Partner: Rethinking How We Understand Consumers
A conversation about how AI and machine learning are helping researchers uncover richer behavioural patterns and build faster, more adaptive models of consumer understanding while keeping human judgement at the center.
Ready to Pressure-Test your Hypotheses?
Run B2B and consumer simulations on grounded digital twins. Uncover latent friction, test messaging alignment, and sharpen decisions before launching campaigns or human panels.