FINAL V1
Ask Shobbaiq anything about Qatar — the right way, in the right category.
Start from a category, ask your question, and get structured answers with follow-up chips, recommendation cards, cleaner ranking reasons, and filters that make results easier to browse.
Focus
Qatar only
Mode
Category-first
Backend
Live API
Ask Shobbaiq
Choose a category, enter your question, and submit to the live backend.
Response
Live result from /api/query.
Submit a question to see the structured response here.
Category browser
Entity listing from /api/entities/:category.