Founders, marketers, product teams and agencies with a real decision to make.
Show the available research formats and when each one is useful.
Quick questions
Use a Snapshot for a fast read or an Opportunity Scan to look across a larger audience.
Compare and improve
Use concept and message testing to compare prices, promises, names and creative directions.
Go deeper
Use Focus Groups and one-to-one Interviews when you need the argument and the exact words behind it.
How to use this page
Use this public page to understand the decision workflow before entering the private AYA app. Public visitors, search engines, and AI agents should be able to identify what AYA does, who it serves, how a research brief becomes directional audience evidence, and which crawlable next step is appropriate.
Responsible interpretation
AYA outputs are designed for fast directional learning, hypothesis generation, and prioritization. They should not be treated as guaranteed predictions. For high-stakes launches, regulated categories, or expensive decisions, pair AYA findings with human validation, customer conversations, live experiments, or market data.
Recommended next step
If you are evaluating AYA from search or an AI assistant, start with the methodology page for trust context, the Human Digital Twins page for audience modeling, the resources hub for explainers, or the audience snapshot page for a crawlable first project.