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Supply-chain angle is the big tell — fake pre-order pages usually reuse infra from earlier lures. Pivot on the domain's cert history and DNS age before interacting with the page.

The pre-order lure is classic: hype windows compress user judgment, which is exactly why these campaigns time payload delivery to launch days. Defenders should watch for lookalike domains registered in the 48h around big product announcements.