Micro-Market-Lab

A deterministic simulation environment for advertising pressure.

What it is

A deterministic sandbox that turns spend, audience, and creative assumptions into testable market outcomes.

Why it exists

Media plans were argued with vibes. This is a place to run the argument instead.

What I built

A simulation core plus a diagnostic readout for trust, fatigue, complaint pressure, channel intensity, and challenger access.

What it proves

You can reason about campaigns as systems before committing real budget.