New AYA users who need practical guidance for briefs, research setup, analysis, and report interpretation.
Help users get better outputs from AYA workflows.
Brief setup
Start with the decision you need to make, the audience you care about, the stimulus to evaluate, and the questions that would change your plan.
Running research
Choose the workflow that matches the job: snapshot for a fast read, concept test for comparison, interviews for depth, and focus groups for discussion patterns.
Reading reports
Look for repeated objections, segment differences, surprising language, unresolved assumptions, and recommendations that point to the next test.
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.