Features

See sentiment before star ratings move

Review sentiment analysis reads the tone of guest writing on public reviews and private feedback, separate from the star rating, so managers can inspect colder language before the average score moves.

Give managers the tone of guest writing so they can act while the star average still looks stable.

Product preview

Sentiment stays tied to the feedback source

Compare public reputation tone with private feedback tone without hiding where each record came from.

Public review feed with tone-colored guest text, ratings, and source labels.

Public review feed with tone-colored guest text, ratings, and source labels.

Workflow

Public review sentiment shows reputation risk

The review feed tints each row and colors praise or complaint phrases, so managers can inspect language before the rating average moves.

Topic analysis screen with positive and negative mention counts and a mention timeline.

Topic analysis screen with positive and negative mention counts and a mention timeline.

Evidence

Topic views show where tone is concentrating

A topic screen shows recent positive and negative mentions, plus a timeline, so the team can see which part of the stay is turning colder.

Private feedback inbox with tone-tinted rows and follow-up context.

Private feedback inbox with tone-tinted rows and follow-up context.

Outcome

Private feedback keeps tone next to recovery context

Written appraisals use the same coloring, with rating, status, and follow-up details still on the row.

What sentiment analysis is for

Review sentiment analysis reads the tone of written guest feedback. It is not the star rating. The score and the writing can disagree, and managers need both before they decide what to inspect.

Reviato labels public reviews and written private feedback as positive, negative, mixed, or neutral. It colors the phrases that carry praise or complaint so a mixed review is readable without guessing which lines matter.

Those labels sit on the screens teams already open. The public review feed keeps tone on the guest's words, next to rating, source, and date. Topic views count recent positive and negative mentions. The private inbox keeps the same tone next to follow-up context.

Later work uses the same label. Theme grouping still needs to know whether service comments are praise or complaints. Trend views still need to know whether language is getting colder. Recovery still needs to know when a private message is colder than the score beside it. Sentiment does not name the fix, post a public reply, or change a guest's rating.

What managers can act on

Score and writing disagree

Open reviews where the star rating looks acceptable but the colored phrases are already a complaint.

Public and private tone split

Compare what guests publish with what they send privately when the two stories do not match.

Cold writing with consent

Start follow-up from private feedback whose tone is cold and where the guest left contact details and consent.

Frequently asked questions

See sentiment before star ratings move

Give managers the tone of guest writing so they can act while the star average still looks stable.

  • Tone versus star rating
  • Public and private writing
  • Theme and recovery handoff