A high average rating can hide a wide range of individual experiences, especially at larger hotels with hundreds of rooms across different floors and renovation stages — a 4.5-star property can still have a genuinely bad room type or an outdated wing that consistently gets worse reviews if you dig into the text.

Recency matters more than overall volume. A hotel with thousands of older reviews but a recent change in management, renovation, or ownership can have an outdated overall score — filtering reviews to the last three to six months usually gives a more accurate current picture than the all-time average.

Reading the negative reviews specifically, rather than just the star average, reveals patterns worth knowing: complaints about noise, a specific room type, or slow service that repeat across multiple reviewers are far more reliable signals than one-off complaints that could be unusual bad luck.