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  • My Biggest AI Mistake in Social (Reality Check)
    Social Media Experiments & Case Studies

    My Biggest AI Mistake in Social (Reality Check)

    Talking about allergies is a lot like talking about data-driven content strategy. If you ignore the small signs of a reaction, you eventually face a crisis that is hard to…

    Read More My Biggest AI Mistake in Social (Reality Check)Continue

  • LinkedIn Posting Cadence (My 90-Day Test)
    Social Media Experiments & Case Studies

    LinkedIn Posting Cadence (My 90-Day Test)

    Every growth hacker searches for a “secret sauce” to master professional networks. Most people follow generic advice they find online without checking if it works for their specific goals. After…

    Read More LinkedIn Posting Cadence (My 90-Day Test)Continue

  • My First 90 Days in Social Ads (What Worked)
    Social Media Experiments & Case Studies

    My First 90 Days in Social Ads (What Worked)

    When I first began managing social budgets, I struggled to balance the need for immediate results with the desire for a sustainable lifestyle. I quickly learned that the first three…

    Read More My First 90 Days in Social Ads (What Worked)Continue

  • Automation in Social Media (My Mistakes)
    Social Media Experiments & Case Studies

    Automation in Social Media (My Mistakes)

    Tapping into seasonal trends often feels like chasing a moving target. In my nine years of analyzing social data, I have seen many strategists try to capture these moments by…

    Read More Automation in Social Media (My Mistakes)Continue

  • The Audience I Almost Ignored (Why It Worked)
    Social Media Experiments & Case Studies

    The Audience I Almost Ignored (Why It Worked)

    In my early years as an analyst, I followed the “best practice” guides that flood the internet. I targeted the audiences that everyone said I should target. I used the…

    Read More The Audience I Almost Ignored (Why It Worked)Continue

  • Scaling from $50 to $500/Day (My Journey)
    Social Media Experiments & Case Studies

    Scaling from $50 to $500/Day (My Journey)

    Many marketers view the jump from a modest daily budget to a ten-fold increase as a simple matter of adding funds. However, the hidden benefit of a methodical approach is…

    Read More Scaling from $50 to $500/Day (My Journey)Continue

  • Advantage+ Shopping Campaigns (What I Learned)
    Social Media Experiments & Case Studies

    Advantage+ Shopping Campaigns (What I Learned)

    Testing in a “black box” environment is a major challenge for anyone who values data over intuition. When I first started analyzing automated shopping tools, I felt like I was…

    Read More Advantage+ Shopping Campaigns (What I Learned)Continue

  • Awareness vs Consideration Ads (ROAS Comparison)
    Social Media Experiments & Case Studies

    Awareness vs Consideration Ads (ROAS Comparison)

    Durability in digital marketing does not come from chasing the latest viral trend or guessing which creative might resonate with an audience. After nine years of running controlled social media…

    Read More Awareness vs Consideration Ads (ROAS Comparison)Continue

  • UGC Ads vs Brand Ads (ROAS Results)
    Social Media Experiments & Case Studies

    UGC Ads vs Brand Ads (ROAS Results)

    Introducing flooring as art might seem like a stretch for a data analyst, but it perfectly illustrates how we often value aesthetic polish over functional performance. In my nine years…

    Read More UGC Ads vs Brand Ads (ROAS Results)Continue

  • Best Time to Post on Facebook (90-Day Study)
    Social Media Experiments & Case Studies

    Best Time to Post on Facebook (90-Day Study)

    I once spent three days analyzing why a photo of a lukewarm cup of coffee outperformed a professionally produced brand video. The only difference wasn’t the caffeine or the lighting;…

    Read More Best Time to Post on Facebook (90-Day Study)Continue

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