My path to this tool started with in-depth training from market leaders. I began applying what I learned and quickly realised: even though I already had my own analysis spreadsheet, it didn’t meet senior-level needs.
The problem wasn’t reporting “chaos”. It was that the spreadsheet didn’t let me understand customer value or find the weak spots.
Working with clients, I kept hitting the same wall: I could see where a business economy had weak spots, but I had no clear, financially grounded tool to show it. Our shared success lived beyond Meta ads — in metrics like average order value or landing conversion.
Those used to be just my assumptions. Now they’re fact, backed by numbers. I turned my spreadsheet into a tool that goes beyond one ad account. The feedback from senior peers and clients was strong enough that I knew everyone should have it.