<\/span><\/h1>\nKlaviyo<\/strong> is a marketing automation platform used by ecommerce brands to send emails, SMS, and on\u2011site messages that are personalized for each shopper.<\/p>\nProduct Recommendations<\/strong> in Klaviyo dynamically show customers tailored product suggestions based on their behavior and data \u2014 like what they browsed, added to cart, or bought before \u2014 instead of static, one\u2011size\u2011fits\u2011all product blocks.<\/p>\nThis helps ensure every user sees products that are relevant and compelling<\/strong>, boosting engagement and sales.<\/p>\n
\n<\/span>\u00a0How Dynamic Product Recommendations Work<\/span><\/h1>\nKlaviyo generates personalized product suggestions by using:<\/p>\n
<\/span>\u00a01. Behavioral Data<\/span><\/h2>\n\n- What customers view<\/em> on your site<\/li>\n
- What they add to cart<\/em><\/li>\n
- What they purchase<\/em><\/li>\n<\/ul>\n
Klaviyo analyses this behavior to predict products each person is most likely to engage with.<\/p>\n
\n<\/span>\u00a02. Machine Learning Signals<\/span><\/h2>\nKlaviyo\u2019s system learns over time \u2014 the more data it sees, the more accurate recommendations become.<\/p>\n
Recommendation logic can include:<\/p>\n
\n- \u201cPeople who viewed this also viewed\u2026\u201d<\/li>\n
- \u201cFrequently bought together\u201d<\/li>\n
- \u201cRecommended for you based on your browsing history\u201d<\/li>\n<\/ul>\n
\n<\/span>\u00a03. Integration With Your Store<\/span><\/h2>\nProduct recommendation features work with ecommerce platforms like:<\/p>\n