Anyone running Amazon automation from a cloud server (Railway, AWS, a VPS, etc.) eventually runs into a step-up challenge at checkout that never appears when browsing from a home connection. This isn't a coincidence — it's Amazon's risk model reacting specifically to the IP's reputation, not just the account's behavior.
Datacenter IP ranges are disproportionately associated with automation, scraping, and fraud across the entire internet, not just on Amazon. A checkout attempt from one of these ranges starts from a higher baseline suspicion than the identical attempt from a residential ISP, regardless of how clean the account's own history is.
The biggest risk multiplier isn't the IP type by itself — it's an account whose IP, session, and login pattern change unpredictably run to run. A dedicated account per user, a persistent session reused across orders, and a consistent (not necessarily residential) outbound IP for that account removes most of the unpredictability that triggers a challenge in the first place. Synked's per-user Amazon account model combined with TOTP step-up handling was built specifically around this finding — a stable identity beats a residential IP alone.
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