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Proactive suggestions
Invisible AI moments that surprise users with exactly what and when they need.
User benefits
- Start depending on the system more, increase long-term retention.
- Stop digging for things and instead accept shortcuts.
- Delightful, “how did it know?” moments become word-of-mouth stories.
Examples from our library
Browse all examplesWhy does proactive suggestions matter?
Because humans love magic.
Not abracadabra magic, real magic. The kind where an app does exactly what you wanted… without you asking. It feels like it gets you.
It builds user's trust, hence their loyalty. In business terms, retention. The more the app learns and the more it personalises the experience, and the harder it is for users to switch.
The
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Solid overview of emerging design
patterns and well organised content
patterns and well organised content
Jacob Sullivan, CPO at Faculty.aiUnlock this pattern
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Curated by aiverse team
Last updated on Sep 14, 2025
Published on Sep 14, 2025
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