Use multi-agent scenario simulation to challenge concepts, messages, pricing, and research questions before you recruit participants. Keep the source evidence, actor assumptions, and need for human validation visible.
Live decision rehearsal
Multi-role reaction path
Direct answers
Start with the evidence needed for the decision. Use simulation to expose uncertainty, not to hide it behind generated volume.
It is a rapid scenario-rehearsal method that uses generated actors to explore possible reactions before conducting qualitative research with real participants.
Rehearse questions where the team needs early objections and alternative interpretations before spending on recruitment or launch execution.
Use a real focus group when lived experience, natural language, group dynamics among actual participants, or traceable human evidence is central to the decision.
Five-step workflow
Every step leaves something inspectable: the source, the actor assumptions, the reaction path, or the next human check.
Add the concept, intended audience, existing evidence, known objections, and research goal.
Review generated actors, relationships, missing groups, and unsupported attributes.
Run several reaction rounds and capture disagreements, probes, and interpretation gaps.
Turn uncertain claims into sharper screener, interview, and follow-up questions.
Use recruited participants to validate what the product decision actually requires.
Useful output makes the next decision or validation step more specific.
These boundaries apply even when the output looks detailed or consistent.
Frequently asked questions
No. MiroFish simulates actors from supplied evidence and assumptions; it does not recruit or interview real people.
No. Generated dialogue is simulation output and must not be presented as a quote from a customer or research participant.
The main advantage is fast rehearsal: teams can expose assumptions and improve the research plan before recruitment begins.
Review the assumptions, select the decision-critical claims, and validate those claims with an appropriate human research method.
Bring the current evidence, a bounded question, and the assumptions your team is willing to challenge.
Related methods and scenarios
