Reading Reviews: What People Actually Mean
Hotel, product and restaurant reviews — how to read past the star rating and spot the ones that are not worth believing.
Reviews are the most-read English many people encounter, and they contain a lot of coded language. Reading them well is a practical skill.
The words that soften bad news
Reviewers are often reluctant to be openly negative, so criticism arrives wrapped:
| What they write | What they mean |
|---|---|
| cosy / compact / bijou | small |
| lively / vibrant | noisy |
| basic / no-frills | poor |
| tired / dated | worn out |
| would suit a younger crowd | too noisy for us |
| the staff did their best | something went wrong |
| a bit hit and miss | inconsistent |
| not what we expected | we were disappointed |
| character / characterful | old, possibly falling apart |
| up-and-coming area | not yet a nice area |
| within walking distance | further than you'd like |
| perfectly adequate | disappointing |
"Cosy" is the single most reliable warning word in accommodation reviews.
The shape of a fair review
A trustworthy review usually contains:
- something specific (a room number, a dish, a date)
- both a positive and a negative
- a statement of what the reviewer wanted
A review that is entirely positive with no detail, or entirely furious with no specifics, is worth less than one that says "great location, thin walls, we'd stay again for one night but not three."
Signs of a review not worth trusting
- No specifics at all — only adjectives
- Extreme language throughout, in either direction
- Complaints about things outside the business's control (the weather, other guests)
- Several similar reviews posted the same week
- A one-star review whose actual complaint is that the reviewer misread the booking
On product sites, two labels help: Verified purchase means the reviewer actually bought it there, and a disclosure like I received this product free in exchange for an honest review means the review is incentivised, whatever it says next.
Read the three-star reviews first
This is the single most useful habit. Five-star reviews are often written in the first flush of enthusiasm and one-star reviews are often about a single bad experience or a misunderstanding. The middling ones are where people list both sides — and where the recurring, structural problems show up.
Also check the dates. A restaurant that was excellent two years ago and mediocre for the last six months has usually changed chef, and the average rating will not tell you that. Sort by most recent before you decide.
Reading the rating distribution
The average hides more than it shows. A 4.0 made of mostly 4s and 5s is a different place from a 4.0 made of 5s and 1s. The second pattern usually means inconsistency, which is worse than mediocrity for a hotel.
Professional reviews read differently
A critic's review of a restaurant or a film is a piece of writing as much as a verdict, and it uses more irony and understatement than a user review:
- It is certainly a bold choice of décor. (it looks terrible)
- The kitchen is not short of ambition. (it attempted more than it managed)
- You will not leave hungry. (the food is unremarkable but there's a lot of it)
- One for completists. (only worth it if you already love this)
The verdict is often in the last paragraph, and often in a single plain sentence after a lot of decoration.
Useful review vocabulary
value for money · spotless · spacious · cramped · convenient · dated · stunning · overpriced · overrated · underwhelming · exceeded expectations · wouldn't hesitate to return
The reviewer's own bias
Ask what they wanted. A business traveller complaining that a hotel is "too quiet at night" is telling you something positive if you are going there to sleep.
Read for facts, not for verdicts. A reviewer's conclusion is about their trip; their observations are about the place. Thin walls, fifteen minutes from the station, no lift are usable by anyone. Would not recommend tells you almost nothing until you know who they are and what they came for.
One review, decoded
Cosy room in a characterful building, up-and-coming area. The staff did their best when the hot water failed. Lively bar downstairs — would suit a younger crowd. Perfectly adequate for one night.
Every phrase here is in the tables above. Translated: small room, old building, rough area, something broke, noisy bar, and the reviewer would not stay again.
Test yourself
The quiz below is about reading between the lines.