Digital Marketers Forum

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    When Is a Platform Update Worth Changing Your Strategy?

    I look for a measurable change in a metric the update should actually affect, then compare it across several campaigns or content groups. One unusual week is not enough. If the pattern holds for two or three reporting periods, I run a limited test with one variable changed before updating the...
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    Do You Turn Good Comments Into LinkedIn Follow-Up Posts?

    Yes, especially when several comments point to the same question or objection. I save and group those patterns for follow-up posts; if I use someone's specific example or wording, I ask first and credit them, but a broad recurring theme usually stands on its own.
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    Do You Use Instagram Stories to Test Content Ideas?

    Polls and question stickers seem useful before making a full post or Reel. Do Story responses reliably predict which topics will perform well, or are they too biased toward your most active followers?
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    Do You Document Failed Marketing Tests?

    Successful experiments are easy to share, but failed tests can prevent the same mistakes later. Do you keep a simple record of the hypothesis, setup, result, and what you would change next time?
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