#product-recommendations

Suggest complementary products naturally. Approach: 1. Solve their primary need first. 2. Identify natural product pairings. 3. Frame as 'customers also found helpful'. 4. Explain how items work together. 5. Highlight bundle savings if available. 6. Use their purchase history for personalization. 7. Make suggestions, not pressure. 8. Easy to add or ignore. Focus on enhancing their experience.

Craft a helpful out-of-stock response. Include: 1. Apologize for unavailability. 2. Explain reason (high demand, seasonal, discontinued). 3. Provide restock date if known. 4. Offer waitlist/notification signup. 5. Suggest similar products with comparison. 6. Highlight benefits of alternatives. 7. Offer discount on alternative as goodwill. 8. Provide easy way to save original item. Turn disappointment into opportunity.