Guest workspace

Dashboard

Welcome, Guest shopper. Start a category flow or revisit saved recommendations.

Recent recommendations

Saved result runs with source freshness and data status.

No saved recommendations yet.

Complete a guided category flow to create the first ranked shortlist.

System status

What must be configured before production launch.

Gemini APISetup needed

Neon databaseSetup needed

Novus analyticsSetup needed