What is the source of truth for hotel ratings?

There is no single source of truth for hotel ratings. AI assistants blend official star classifications, guide ratings like Michelin, Forbes, and AAA, OTA review scores, and guest-review platforms. For luxury hotels, consistency across those sources decides what a model says about the property.