AI Trending Topics

Context & Problem

Before this feature, renters had to scroll through dozens or even hundreds of reviews to spot recurring issues or themes. This made it slow and difficult to get a clear sense of sentiment, often burying important insights in long review lists.

Solution (V1)

I designed a new feature powered by AI to make reviews easier to digest:

• AI analyzes review text to identify the most frequently mentioned topics.
• Users can click a topic to instantly filter reviews related to it.
• Keyword search allows refinement within a selected topic.
• A "Reset" option quickly returns to the full review list.

Mobile Version

Desktop Version