Research, case studies, and practical advice for e-commerce teams.
Maplewood Goods was already doing strong numbers. Here's how they used ShopPulse's recommendation engine to nudge shoppers toward higher-value bundles without being pushy.
Read more →We analyzed 1.2 million search queries across 80 stores. Stores with generic keyword matching lost an average of 22% of search-driven revenue to zero-result pages and abandoned sessions.
Read more →Homepage tests are a good start. But the real conversion gains are buried in product page layouts, search result ordering, and cart upsell positioning — places most teams never test.
Read more →There's a line between "this store knows what I like" and "this store is following me." Here's exactly where it is — and how to stay on the right side of it.
Read more →18 million search sessions across 200 stores. Here's what the data says about how personalized search changes conversion rates, AOV, and zero-result pages.
Read more →Your test hit 95% confidence on day five. That's probably not a real result. Here's what valid e-commerce testing actually requires.
Read more →Only 16% of cart abandonment is actually recoverable with email sequences. The other 84% requires fixing something earlier in the funnel.
Read more →Harlow & Rye had a $94 AOV and a manual cross-sell process. Twelve months later their AOV is $120. Here's exactly what changed.
Read more →First name in the subject line isn't personalization. Here's what actually drives revenue per email delivered — and how to build the program that gets there.
Read more →Batch handles depth. Real-time handles adaptation. The stores hitting top-tier conversion rates use both — here's how they're combined in practice.
Read more →Platform choice matters less than most teams think — but it does matter. Here's where the real constraints are and when migration is actually worth it.
Read more →iOS changes hurt paid acquisition hard. But their impact on on-site personalization is much smaller than most teams assume — if you're using the right signals.
Read more →50 million sessions across 300+ stores. The patterns in how shoppers browse — and what they tell you about when and how to personalize — are consistent enough to act on.
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