Persona behavior
See how distinct users discover, understand and adopt each feature.
PRODUCT SIMULATION
Build what people will actually use.
Model real personas inside your product environment. Compare concepts, onboarding, UX, permissions, pricing and feature sequences before engineering commits the roadmap.
LIVE MODEL12,000 RUNS
DECISIONWhich roadmap creates durable adoption without sacrificing trust?
42Ksynthetic users
24product variants
91%confidence
WHAT YOU CAN REHEARSE
Move from opinions
to observable behavior.
UX and onboarding
Rehearse first sessions, friction, permissions and time-to-value.
Feature sequencing
Test which capability should ship first and what unlocks the next.
Retention and expansion
Observe habits, collaboration, churn risk and team-level growth.
HOW WORLDSIM WORKS
One question.
Thousands of controlled futures.
Ground the model
Connect research, analytics, support conversations and the constraints around the decision.
Generate the actors
Create evidence-linked personas with goals, memory, incentives and different levels of trust.
Fork the roadmap
Place the same users into controlled variants of product, pricing and onboarding.
Observe behavior
Compare adoption, task success, objections, retention and unsupported regions.
LIVE SCENARIO COMPARISON
Evidence-linked · calibratedQUESTION
Which roadmap creates durable adoption without sacrificing trust?
WorldSim keeps the actors and starting conditions constant, then changes one decision at a time.
Collaborative automationPowerful, but permission anxiety delays adoption
58%Enterprise permissionsControl creates trust and team expansion
78%Pricing simplificationImproves conversion but not durable use
46%SIMULATED RECOMMENDATIONShip visible permissions and shared context first; introduce advanced automation after teams establish trust.Open in WorldSim ↗
YOUR NEXT DECISION