[Skip to content](https://previsible.io/podcasts/how-do-you-roll-out-embeddings-across-your-product-catalog/#fl-main-content) [Podcasts](https://previsible.io/podcasts/) # How Do You Roll Out Embeddings Across Your Product Catalog? Enterprise e-commerce sites struggle to leverage product catalog data effectively for search optimization. Ryland M Bacorn from Boca De shares his proven framework for implementing vector embeddings across large-scale product catalogs, demonstrating measurable improvements in site search relevance and internal linking strategies. The discussion covers his three-phase implementation approach: establishing specialized database infrastructure with tools like Pinecone, building proof-of-concept prototypes using the 80/20 rule for high-impact product segments, and scaling embeddings beyond SEO into site search, product recommendations, and automated content generation systems. [Play on Spotify](https://open.spotify.com/ "Play on Spotify") # [How do you roll out embeddings across your product catalog?](https://open.spotify.com/embed/episode/1saYOUfzd4qlVFGSCRgGLa) ## · [Voices of Search // A Search Engine Optimization (SEO) & Content Marketing Podcast](https://open.spotify.com/embed/episode/1saYOUfzd4qlVFGSCRgGLa) ## Continue listening [![]()](https://previsible.io/podcasts/outlining-the-ais-impact-on-seo-book/ "Outlining the ‘AI’s Impact on SEO’ Book") [Outlining the ‘AI’s Impact on SEO’ Book](https://previsible.io/podcasts/outlining-the-ais-impact-on-seo-book/ "Outlining the ‘AI’s Impact on SEO’ Book") 30 Jun, 2023 • 30 min 23 sec [![]()](https://previsible.io/podcasts/identifying-and-resolving-major-seo-opportunities-david-bell/ "Identifying and Resolving Major SEO Opportunities") [Identifying and Resolving Major SEO Opportunities](https://previsible.io/podcasts/identifying-and-resolving-major-seo-opportunities-david-bell/ "Identifying and Resolving Major SEO Opportunities") 16 Jun, 2022 • 25 min 32 sec ## SEO Jobs Newsletter Join our mailing list to receive notifications of pre-vetted SEO job openings and be the first to hear about new education offerings. "" indicates required fields Δ X/Twitter This field is for validation purposes and should be left unchanged. Email