Product Adoption
How AI Can Improve Feature Discovery
How AI assistance can connect natural-language requests to relevant, supported product capabilities.
Published Aug 17, 2026 · Aven Team
The practical problem
Natural-language questions reveal a goal even when users do not know a feature’s name. Teams should begin with a narrow and observable task, describe the user goal and product state, then test the supported next step with real permissions, loading states, and interruptions. This keeps guidance useful without making unsupported assumptions about the interface.
How to approach it
A product should map those goals to deliberate, reviewable destinations. Teams should begin with a narrow and observable task, describe the user goal and product state, then test the supported next step with real permissions, loading states, and interruptions. This keeps guidance useful without making unsupported assumptions about the interface.
Implementation considerations
Recommend a feature when it is relevant, and say when the product does not support the requested path. Teams should begin with a narrow and observable task, describe the user goal and product state, then test the supported next step with real permissions, loading states, and interruptions. This keeps guidance useful without making unsupported assumptions about the interface.
Tradeoffs to keep in view
Natural-language questions reveal a goal even when users do not know a feature’s name. Teams should begin with a narrow and observable task, describe the user goal and product state, then test the supported next step with real permissions, loading states, and interruptions. This keeps guidance useful without making unsupported assumptions about the interface.
Where Aven fits
A product should map those goals to deliberate, reviewable destinations. Teams should begin with a narrow and observable task, describe the user goal and product state, then test the supported next step with real permissions, loading states, and interruptions. This keeps guidance useful without making unsupported assumptions about the interface.
Build this with Aven
Aven uses developer-registered pages, elements, and workflows. The host application owns navigation, target readiness, and completion.