The Ecomm Analyst

Growing stores, one honest take at a time.

Category: Uncategorized

  • Is Hyros good for e-commerce?

    Hyros can work for e-commerce, but it fits a specific kind of store. Its tracking is built for long, high-touch funnels, where a sales call or a run of emails…


  • How much does Rockerbox cost?

    Rockerbox does not publish a price. Its plans page lays out the platform as a set of data and analysis products and sends you to its sales team for a…


  • Triple Whale alternatives with real multi-touch attribution

    Triple Whale’s free plan gives you first and last click attribution. Multi-touch, the part most brands actually want, starts on the paid Foundation plan, which its Shopify listing shows from…


  • Is Triple Whale worth it for a brand under $10M?

    For most brands under $10M in revenue, Triple Whale’s free plan is worth installing, and its paid plans are worth it only if your team will use more than the…


  • How I judge a new ad channel in its first 30 days

    Most new ad channels get judged in one of two bad ways. Either someone looks at platform ROAS after ten days and kills it, or someone keeps it running for…


  • What to fix in your attribution before Black Friday

    Every year I talk to a few brands in the second week of December who want to know what actually worked over Black Friday, and every year some of them…


  • Do attribution tools work with Reddit ads?

    Partly. Any attribution tool with a first-party pixel can track clicks from Reddit ads if your links carry consistent UTM parameters, so orders from those clicks will show up under…


  • Do attribution tools work with Microsoft Ads?

    Yes, most e-commerce attribution tools can track Microsoft Ads, because the channel sends ordinary clicks with a click ID and UTM parameters, and any first-party pixel can read those. The…


  • How do you measure connected TV ad sales?

    You measure connected TV sales by combining signals, because no single one is reliable on its own. CTV ads almost never get clicked, so the pixel-based attribution that works for…


  • Is Northbeam worth it for a brand under $20M?

    For most brands under $20M in revenue, Northbeam is worth it only when three things are true: you spend enough on ads that a better allocation pays for $18,000 or…


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About

Six years in e-commerce. Three Shopify stores across different niches, one scaled past seven figures. I’ve tested hundreds of ad creatives, obsessed over email flows, and learned more from my failures than my wins.

Now I focus on conversion optimization, retention marketing, and the analytics behind it all. This blog is where I share what actually works, backed by real numbers. No fluff, no guru energy.