Andrew Luxem

Tools

Strategy simulators

Test advice from courses, creators, and guaranteed-ROAS gurus against seeded auction math. Same market, fair comparison, honest results. Before you spend a dollar.

5 AD SIMULATORS · 1 CALCULATOR · SEEDED AUCTIONS · PLATFORM-SPECIFIC ENGINES

Method

How the simulation stays honest

01

Seeded markets

Every engine is deterministic given its seed. One seed, one scenario, one strategy always produces the same result.

02

Fair comparisons

Strategies within a comparison face the same generated market: identical demand, competition, and seasonality. A win comes from decisions, not luck.

03

Platform-specific models

Search, social, commerce, and deliverability run on separate engines. They do not share fake interchangeable economics.

04

Results before advice

Any coach read or interpretation is derived from the measured result fields of the run it describes. It has nothing to sell you.

The tools are half the story

The Strategic Brief holds the strategy arguments. The open-source library holds working agent skills and tooling.