Follow-up Chips

Updated May 25, 2026

Follow-up chips are an AI interface design pattern that displays clickable suggestion buttons or chips after an AI response, guiding users toward the next logical conversation step. This UX pattern reduces cognitive load by proactively suggesting relevant follow-up questions or actions based on the current context. Instead of requiring users to think of what to ask next, the AI presents 2-4 suggested queries as interactive chips that users can click to continue the conversation. This pattern enhances discoverability and helps users explore topics more deeply, making it particularly effective for AI search engines, educational tools, and discovery-focused applications where guiding user exploration improves the overall experience.

Use Case

Ideal for AI search engines, educational platforms, and discovery tools where guiding users to explore related topics enhances engagement and learning.

Examples in Wild

Bing ChatGoogle BardPerplexityChatGPT

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Generate a production-ready implementation of the "Follow-up Chips" AI interface design pattern.

Pattern Description:

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