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Why Test Results Don’t Always Match Real Campaigns

What this is

Explains why inbox placement tests may differ from real-world results.


Why this happens

  • Test inboxes are not real users

  • Real campaigns benefit from engagement (opens, replies, clicks)

  • Inbox providers treat seed lists differently than real recipients


What to take from tests

  • Directional insight

  • Early warning signals

  • Provider-specific issues


Expert insight

Inbox placement tests are best used as a diagnostic tool, not an exact prediction.


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