A first order placed during Black Friday or Cyber Monday does not mean a new customer relationship started. It often means someone bought once, at the lowest price that product will see all year, with no signal yet about whether the brand mattered. Adobe reported Cyber Monday 2025 peak discounts above 30% off listed price on categories like electronics, and a record $1.03 billion in Buy Now Pay Later financing that single day. Both point the same way: a large share of that volume is a buyer chasing the deal, not the store.
The first order looks the same for both kinds of buyer
A CRM record created during Cyber Week shows one order, one email, one shipping address, no history. That is also exactly what a genuinely new, long-term customer looks like on day one. Nothing in that first transaction distinguishes someone who would have bought anyway from someone who only clicked because the price was 30% off and checkout offered to split it into four payments. The difference shows up in what happens next, and most teams do not wait to see it before counting the order as a new customer win.
What separates a deal-driven buyer from a real one
- Does the customer open anything that is not a promotion? A real new customer engages with a regular shipping confirmation, a product tip, an account-setup email. A deal-driven buyer only opens messages with a discount in the subject line.
- Does a second order happen before the next sale is announced? Buying again at full price, even a small order, is a stronger signal than any survey question about purchase intent.
- Does the same incentive still work the second time? A win-back email that repeats the original discount to a buyer who only responded to a discount does not win them back. It confirms the deal was the entire relationship, and teaches that segment to wait for the next one.
Build the segment before the win-back flow, not after
The fix is not a smarter win-back template. It is tagging Cyber Week first orders as their own segment from the moment they land in the CDP, separate from the rest of new customers, the same way we recommend getting those CRM segments ready before Cyber Week starts instead of during it. Thirty or sixty days later, that segment’s behavior (open rate on non-promotional sends, a second order at full price) tells you which buyers are becoming customers and which ones already got everything they came for. For ecommerce brands in the United States, that split usually arrives well before the next big sale, the only window where it is still useful.
If your post-holiday flow treats every Cyber Week order the same way it treats a January signup, you are already missing the one split that matters: the deal bought the first order, but it will not buy the second one on its own.