Smart Blog Post Rankings: A DIY Recommendation Engine for Shopify

Shopify lacks native blog post recommendation features, forcing merchants to choose between ineffective defaults (latest posts, manual curation, third-party apps) that waste SEO value and increase bounce rates. By implementing a tag-based Jaccard similarity algorithm in Liquid, merchants can deliver topically relevant recommendations without external dependencies or performance overhead.