psychology · 3 min read
The escalation lasts exactly one session
People who place a second order place it ten minutes after the first, and the cart grows 26%. People who sleep on it come back the same size. The difference is the clock.
by Arthur
published September 23, 2026
Out of 23,754 people who have placed an order here, 19,320 placed exactly one. The other 4,434, or 18.7%, came back for more. The interesting question is what happens to the cart the second time around: if it shrinks, the urge was satisfied; if it grows, the urge escalated. We looked, and the answer depends on something nobody thought to check, which is the clock.
The second order arrives ten minutes later
The median gap between a first and a second order is 0.16 hours, meaning about ten minutes. Only 19.7% of second purchases happen more than 24 hours later. Almost everybody who buys twice buys both times in the same session, without ever closing the tab, and the pattern repeats from the second to the third order and from the third to the fourth.
Inside one session, desire escalates
| order | how many | median value | median items |
|---|---|---|---|
| 1st | 4,435 | US$ 25,920 | 3 |
| 2nd | 4,435 | US$ 28,991 | 3 |
| 3rd | 1,652 | US$ 32,761 | 3 |
| 4th | 830 | US$ 27,312 | 2 |
| 5th or later | 2,679 | US$ 13,840 | 1 |
Median, not average: there are carts worth tens of millions that would drag an average anywhere. Values converted to dollars using each language's fixed rate, since the order is stored in local currency. People identified by the email they typed, which is self declared.
The cart climbs 26% from the first order to the third and then falls off a cliff. From the fifth order onward the median is US$ 13,840 and a single item, close to half of what the same person asked for the first time. That is the shape of an escalation hitting its ceiling: it rises while novelty lasts, and what follows is tired repetition rather than appetite.
Sleep on it and you come back the same
| when the 2nd order came | people | 1st order | 2nd order |
|---|---|---|---|
| same session (within 24h) | 3,561 | US$ 25,920 | US$ 28,991 |
| after 24h | 874 | US$ 30,000 | US$ 28,614 |
Median values in dollars. The top row uses the overall median of the first and second orders, since it covers 80.3% of the cases; the bottom row is computed only over people who let more than 24 hours pass between orders.
The 874 people who came back the next day or later placed a second order slightly smaller than their first, with the same three items in it. No escalation at all. The impulse that grows inside a session does not survive a night of sleep, and that is precisely what real stores fight with artificial urgency: countdown timers, expiring shipping, stock about to run out.
The escalation belongs to the session, not to the person. Closing the tab genuinely works, and this site has the number to prove it.
One honest caveat: 482 people placed five or more orders and account for 4,607 of them by themselves, with the record holder at 533. That crowd pulls the last row of the first table down, because by then ordering has become a pastime rather than a desire. Even with that group removed, the shape holds: it rises through the third order, drops after it, and never rises again the following day.