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 — $99

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.

Get the connected audit — $99

What we check

History length, missing weeks, spend variation, channel count, outcome completeness, and channel independence — the same readiness engine that gates every model we build. No score, no grade: a verdict and the six rows behind it.