The panel assembles itself
No fixed cast. For each event, the engine pulls the figures who actually engage with that topic - grounded in their real, dated posting history.
Grounded, not role-played
Every simulated voice is conditioned on that figure's documented public posts, and we measure the difference against ungrounded role-play.
A verdict you can act on
Firestorm or ripple, who leads the attack, which framing dominates. Rewrite the announcement while it is still a draft.
Demo runs on a fixed staging panel of 20 figures. The shipped product assembles the panel per event from live data.
Describe the event
A hypothetical post by a named figure, or a plain event. Five hundred characters, one button.
The panel assembles
The engine finds the voices that actually engage with that topic and grounds each one in that figure's dated post archive. Replies, quotes, and standalone takes collide into sub-threads.
Read the verdict
Firestorm or ripple, hostile or divided, and the framing that wins. Share the card, or rewrite the announcement while it is still a draft.
xemulator is in closed development.
Join the waitlist for first access. Early members get a free simulation credit at launch.