Population simulations for product, pricing, messaging and strategic decisions.
Product category
Audience simulation
Use cases
Concept testing / Scenario planning
Data grounding
Aaru describes populations grounded in demographic, behavioral and outcomes data.
Access & pricing
Contact sales. Discuss scope with provider.
Research method
Scenario simulation
The documented workflow applies trained relationships to a new price, message, product or policy rather than extending historical frequencies directly.
Population distributions, not individual forecasts
Aaru describes estimating how responses change across a population under stated conditions. It distinguishes this from predicting a named person's next action.
Validation evidence
Global Wealth Study recreation
Aaru reports that EY asked it to recreate the 2025 Global Wealth Study in a blinded exercise covering 3,600 affluent investors in more than 30 markets. Aaru reports a median Spearman correlation of 0.90 for that exercise.
This is a result reported on Aaru's own site. It is a scoped comparison, not evidence that performance transfers unchanged to every audience, market or intervention.
Documented scope
Do not read the model as an individual forecast
Aaru states that individual behavior includes chance and circumstances a profile does not observe. Its stated output is a distribution of possible behavior under defined conditions.
Validation is decision-specific
Aaru says results from broad evaluations may not extend to a particular market, audience or intervention. Its documentation treats evidence gaps as part of the report rather than a general accuracy claim.
Method and evidence sources
- Aaru: Simulation and validation overview · Provider methodology and validation overview
