I read payout reports

I do not run a store. I read other people’s payout reports, which is a strange living and an easy one to distrust.

Somebody sends me a screenshot of what Shopify or Amazon or Etsy deposited, next to what the dashboard said they sold. I find the gap. Fees, holds, chargebacks, ad spend counted twice, a subscription nobody cancelled. Then I write down what I found.

I have never scaled a store to eight figures and I am not going to pretend I did. What I have is a lot of other people’s reports and the habit of reading the line items nobody reads.

Every owner should be able to name, to the dollar, what the platform kept last month. Almost none of them can, and it is not carelessness. The number is spread across four reports, three fee schedules and a payout schedule built by people who would rather you looked at gross revenue.

I wanted to be the one who could name it. Not to sound clever about it. Because the owner on the other end of the email could not.

For years I read those reports the way owners do. Revenue at the top, deposit at the bottom, and whatever went missing between the two disappeared into thin air.

It never occurred to me that it could be added up.

I was the one paid to read these. I had been looking straight at it.

Then Marketplace Pulse published the numbers on 181 marketplace businesses, better than two billion dollars of trade between them. Of those, 31% were growing revenue while their margins sat flat or fell.

Not failing. Selling more and keeping less of it.

They had not been beaten by the market. They were paying for their own growth somewhere nobody was looking.

Figures from the Marketplace Pulse Seller Index, 2 April 2026. Their research, not mine.

So I started adding it up by hand for anyone who sent me a statement. Gateway, apps, processing, chargebacks, return postage.

Find the leak. Fix the floor. Hit the peak. In that order, because fixing the floor before you have found the leak is just redecorating, and chasing the peak on a floor full of holes is how people burn a year.

It is tedious work, and doing it by hand for everyone who asked was never going to hold. I kept doing it anyway. The alternative was telling an owner to go and find a number I already knew they could not find on their own.

Moving off rented land is not free either. It costs setup time, it costs a migration, and for a while you are running two things at once.

The number was never small. Not once.

That is as far as I can take it today. Nobody has finished the thirty days and come back with a figure of their own. When somebody does, it goes on the results page with their name on it, and not before.

The tools are that reading, written down so you can run it yourself. You will not need me to read your report.

The point was never the tooling. The point is that the money lands, the customer belongs to you, and no automated flag on someone’s platform gets to decide whether you make payroll.