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YOUR INVESTIGATION / EXPERIMENT 001

What drives your mix?

Agent-guided modeling. Full access to the assumptions and Python.

Synthetic example · 179 weeks
Total observed revenue18.9M

2018-04-02 → 2021-08-30

Average weekly spend7.8K / week

2 channels · Original data units

Model statusReady to explore

Fit your first model to reveal the posterior

THE BIG PICTURE

Revenue over time

Observed
182.9K137.2K91.4K45.7K02018-042019-052020-072021-08
Hover to inspect a week · Values in your outcome units
179 weekly observationsFit a model to add the prediction interval

Ready to fit your model?

Choose a sampling budget, fit locally, and inspect convergence.

The ingredients

CHANNEL INPUTS
01

Paid Search

5.6K average weekly spend

02

Paid Social

2.3K average weekly spend

Local computation · your own AI connection

CSV data and model fitting are handled in your browser. Mixlab does not receive your dataset or API key. When you connect AI, your browser sends your key directly to that provider, together with your messages, model code and summary context. Raw rows and posterior draws are excluded from automatic context. Python output is shared only after review; custom code can access the network.