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Notes on data quality

Practical guides on deliverability, dialing, and shipping from the DMPHub team.

Greylist is not Invalid

Temporary SMTP deferrals should be retried, not graded as dead. Here's what happens when verifiers get it wrong.

How to spot a parked domain in three checks

Nameservers, parking IPs, and for-sale page copy: the signals that separate a real business from a placeholder.

Why ZIP + city mismatches should fail

20500 is Washington, D.C. An address that says Miami with that ZIP is a red flag, even if the street exists.

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