Velour's account was producing steady but unremarkable numbers. The creative was competent and safe, which in this channel is the same as invisible.
The deeper problem only became apparent later: the business had no mechanism for converting a spike into anything durable. Stock was ordered on a twelve-week lead time against a forecast that assumed the previous month repeated.

We introduced a deliberately riskier testing lane — four assets a month with no obligation to look like the brand's existing content, judged purely on three-second retention. The sixth of these was the one that went.
9.4 million views in four days emptied the warehouse in three. The immediate work was damage control: pausing paid before it spent into an out-of-stock listing, switching the creative call-to-action to a waitlist, and keeping the comment section answered so the momentum was not read as neglect.
The durable work came after. We built a stock-signal process with the operations team — creative volume forecast shared weekly, a reserve buffer on any SKU entering a testing lane, and an agreed trigger for expediting a reorder mid-cycle.
In month four the same testing lane produced another outlier. That time the brand held stock for eleven days and captured the full curve.



£92,000 in revenue in the first month after the video, against a previous monthly average roughly a fifth of that.
The second outlier, in month four, produced comparable reach and materially more revenue precisely because nothing sold out. That gap is the entire case for treating virality as an operations problem.
Velour moved onto a Scale retainer and opened EU shops in month five.
“The first viral video cost us more than it made, once you count the stockout. The second one paid for the year. The difference was entirely preparation.”
Figures and quotation are illustrative placeholders pending client sign-off.
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