
The problem today
- Most marketing budget allocation arguments are really arguments about measurement.
- Media mix modeling that skips that step produces a confident recommendation on numbers nobody trusts.
Budget Recommendations
Every channel returns something different, and the monthly decision usually goes to the loudest number rather than the best one.

The problem today

How it works

What you get
What it connects to: Google Ads, Microsoft Ads, Meta, Windsor.ai, HubSpot or your customer system, and Google Sheets.
Far enough for the pattern to mean something, and it says when the history is thin.
No. Ppc budget management stays a human decision.
Yes, the same analysis drives the recommendations section.
Bring it to a free one-hour Claude 101, on Claude, the AI assistant made by Anthropic, and see what can be set up to take it off their desk.