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Playbooks
Short how-tos and comparisons for placing RecoBoost logics — placements, trade-offs, and weekly ops.
PlaybookHow to Launch “Complete the Look” on Fashion PDPs Today
Step‑by‑step playbook for adding a “Complete the look” block to your fashion product pages. Start with best‑selling categories, combine Frequently Bought Together and Similar logic, and expand to non‑apparel like cosmetics and home goods without breaking your brand.
PlaybookRecover abandoned carts with smart email and thank-you page recommendations
A practical playbook for recovering Shopify abandoned carts using recommendations in emails and on the thank-you page. Explains which products to show in each touchpoint and where to place them for maximum recovery.
PlaybookA practical playbook for adding browsing-history recommendations to your homepage
A concise, practical checklist for placing browsing-history recommendations on your Shopify homepage. Covers placement, privacy, and what to show when there is no history, so you can implement it today.
ComparisonHow to Use View Rankings vs Purchase Rankings on Shopify
View rankings and purchase rankings should spotlight different products. This guide clarifies their goals and metrics, and shows how to place each on your homepage and collection pages for real-world results.
ComparisonPractical playbook for using collaborative filtering and AI similar items
Collaborative filtering and AI similar items are not about choosing a single winner but about knowing when to prioritize which. This playbook covers how to choose based on catalog size, data volume, and newness, plus practical combinations for Shopify stores.
PlaybookOne‑Week Playbook for Kicking Off AI Auto‑Optimization
A practical one‑week playbook to safely launch AI auto‑optimization (MAB / Thompson Sampling) in RecoBoost: initial auto_optimize setup, picking candidate logics, what to check each day, and how to avoid mistakes when data is still thin.
PlaybookCart Cross-Sell Playbook You Can Launch Today
A practical playbook for adding cross-sells and upsells to your Shopify cart without feeling pushy. Breaks down placement, timing, pricing rules, and copy so you can test it in 30 minutes.
PlaybookHow to Add AI Similar Product Recommendations to PDPs
Step-by-step guide to placing AI similar product recommendations on Shopify PDPs using a theme app extension, designing exclusion rules, and reading performance, with examples based on RecoBoost logic names.