Ranked by AI Visibility Score across 5 engines · Updated May 2026
Each month we probe five major AI engines with around 30 commercial-intent prompts per market, the exact questions a traveller types when shortlisting a Singapore hotel. We log every citation, the position your hotel appeared in, and which competitor outranked you.
Scores combine engine coverage, citation position, and confidence across repeated runs. Hotels are scored 0 to 100 per dimension, then rolled up to the 0 to 10 visibility score you see on this leaderboard.