Chatbot Product Recommendations: Practical Examples
Recommendation chatbots perform best when they ask fewer but higher-signal questions.
Example recommendation patterns
- Budget + intent branch: match price and use-case first.
- Occasion + style branch: useful for apparel and gifting.
- Repeat buyer branch: prioritize complementary products.
Conversation design checklist
- Ask no more than 3 qualifying questions before first recommendation.
- Show 2-3 recommendations with clear differences.
- Always include a path to human support for uncertainty.
Internal implementation pages
- Product recommendation chatbot service
- Ecommerce chatbot setup service
- Messenger ecommerce automation pillar
Industry adaptation
For apparel, add size-confidence prompts before final recommendations.