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  <description>What we learn validating a few million B2B records a month.</description>
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    <title>An Email Verifier Confirms a Mailbox, Not a Person</title>
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    <description>Your bounce rate can be clean while much of the list is unreachable. Five states a mailbox check cannot see, and why none of them show up in your reports.</description>
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    <dc:creator>Vid Chordiya</dc:creator>
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    <description>The invoice for bad data is the smallest part of the bill. The rest arrives as sender reputation, SDR hours and a quarter spent rebuilding both.</description>
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    <dc:creator>Vid Chordiya</dc:creator>
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    <title>Why a Generic Validation Ruleset Fails at Agency Scale</title>
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    <description>Two clients, two definitions of a qualified record. One shared ruleset cannot serve both — so every client gets their own workspace and their own rulebook.</description>
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