Every seller on a handmade marketplace wants the same number: how much is that competitor actually selling? The marketplace does not publish it, and the paid research tools that claim to know are estimating too. This tool estimates the same way they do, runs on your own machine, and shows you its working instead of hiding it behind a subscription dashboard.
Estimates that improve while you watch
The first analysis gives you a usable number immediately. The second one, days or weeks later, gives you a much better one: comparing two snapshots of the same shop turns guesswork into an observed rate. Keep a competitor on the watchlist and the estimate sharpens every time you refresh.
Alongside the headline number you get a month-by-month sales and revenue curve, the listings that are genuinely moving, the shop’s average price and rating, and everything converted to a single currency so two shops in different countries can be compared honestly.
Honest about what it is
These are estimates, exactly like the ones the commercial tools sell. Treat them as directional — good enough to decide which niche to enter, which competitor to study and what a realistic monthly target looks like. The tool reads only public pages that any visitor can see, requires no login anywhere, and collects no private seller information. It is an independent tool and is not affiliated with, endorsed by or connected to any marketplace.