Dynamic Follow-ups

Updated May 25, 2026

Dynamic follow-ups is an AI interface design pattern that displays contextually relevant follow-up questions or actions as clickable chips after an AI response. This UX pattern helps users continue conversations by suggesting logical next steps based on the current context, reducing the cognitive load of thinking about what to ask next. The suggestions adapt dynamically to the conversation, showing different options as the context changes. This pattern is essential for search engines, conversational AI, and discovery tools where guiding users to explore related topics improves engagement and helps users find what they're looking for more efficiently.

Use Case

Ideal for search engines, conversational AI tools, and discovery applications where suggesting follow-up questions guides user exploration and improves engagement.

Examples in Wild

BingGoogle BardPerplexityChatGPT

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Generate a production-ready implementation of the "Dynamic Follow-ups" AI interface design pattern.

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