How to read a seller's revenue screenshot (and what it hides)

A screenshot of a dashboard is the weakest form of proof in a deal, and it's still the most common. It's trivially easy to crop, to cherry-pick a window, or to show gross when the story is in the net. Before a single number earns your trust, run it through these questions.

Is this gross or net?

A Stripe dashboard showing $20k a month is showing money that came in — before refunds, chargebacks, processing fees, and the cost of actually delivering the product. The number that matters is what's left. Always ask to see the bridge from top line to take-home.

What window am I looking at?

One great month is an anecdote. Ask for at least twenty-four months, unedited, so seasonality and trend are both visible. A seller who'll only show you "the last 90 days" is choosing the 90 days that flatter them.

Where does the money come from?

Pull the concentration. If one customer, one product, or one traffic source is most of the revenue, you're not buying a business — you're buying a single point of failure with a logo on it. The screenshot won't show you this. The underlying data will.

Does it reconcile?

This is the whole game, and it's why screenshots don't survive contact with us. Numbers should tie out across sources: the payment processor to the bank deposits, the analytics to the ad-network payouts. When they don't reconcile, it's rarely fraud — usually it's optimism. Either way, you price what reconciles.

The rule

Treat every figure as a claim until you've seen its source. On moneylistings that work is done before the listing goes live, which is the entire point. Off-platform, do it yourself, every time. A green line going up is a hypothesis, not a fact.