Free data audit

Find out if your client's data can support a real MMM — before anyone charges you for one.

Upload one client's weekly data and get the six-check verdict: ready, ready with caveats, or not ready — with the reason and the fix for every check. If the data can't support an honest model, we'll tell you that, plainly and for free.

We email the result link here. Nothing else, no drip sequence.

Used to look up the brand's AI visibility later.

Columns: week_start, revenue, one spend column per channel — the header becomes the channel name. Weeks are ISO Mondays.

Checks run immediately — the verdict page loads in seconds.

No time for spreadsheets? Get the connected audit.

We pull spend and revenue directly from the ad platforms and your store, run the same six checks, and send you the verdict. One payment, one client, no subscription.

Connected audit — $99

What we check

The same readiness engine that gates every model we build. No score, no grade: a verdict and the six rows behind it.

  • 1History length — Is there enough history to separate seasonality from media?
  • 2Missing weeks — Is the weekly history continuous, with no gaps?
  • 3Spend variation — Has spend moved enough for a model to learn from it?
  • 4Channel count — Are there enough channels to make comparison useful?
  • 5Outcome variable — Is there a complete revenue or conversion series to explain?
  • 6Channel independence — Do any two channels move so closely that credit can't be split?