What are the best practices for managing AI visibility in user-facing AI tools?

Hi everyone,

I’m currently working on a Streamlit app powered by LLMs, and I’m exploring the best ways to make AI involvement clear to users. AI visibility is important for building trust, especially in tools where users rely on responses for decision-making or creative tasks.

I’m trying to find the right balance between transparency and user experience. For example, should I use badges, labels, or disclaimers to indicate when a response is AI-generated? And how do I do that without disrupting the app’s flow or overwhelming the interface?

If you’ve built AI-driven apps with Streamlit, how did you handle AI visibility? Are there any patterns, components, or UI choices that have worked well for you?