Sentiment Analytics

See what customers love, complain about, and expect next.

Review sentiment analysis reads every review you receive, scores it positive, neutral or negative, and tags it by theme, so you can see what customers love and what keeps going wrong without reading hundreds of reviews by hand.

Free forever for Google · No card required · Built for service businesses everywhere

ReviewsGauge, sample product UI
Why it matters

Hundreds of reviews, no time to read them all.

The patterns that matter (slow service, one brilliant member of staff, quiet concerns about value) are buried in paragraphs of text. Reading everything is the only way to find them, and nobody has the time. So the same complaint repeats for months before anyone notices it is a pattern rather than a bad day.

Too much to read

Reviews pile up faster than anyone can read and summarise them.

Hidden patterns

The recurring complaint is in there. You just can’t see it across dozens of reviews.

Gut-feel decisions

Without themes, you’re guessing at what to fix first.

How it works

From raw reviews to clear themes.

1

Reviews come in

Every review flows into ReviewsGauge automatically.

2

AI reads the sentiment

Each review is scored positive, neutral or negative and tagged by theme.

3

You see the picture

Themes and trends surface so you know exactly what to act on.

The big picture

Know what customers actually feel.

Every review is scored automatically as positive, neutral or negative, and those scores build into a trend you can actually read. When you change something (a new supplier, different opening hours, an extra person on Saturdays) you can watch the effect on sentiment over the following weeks instead of guessing from your star average. Sentiment is tracked per location too, so a group can compare sites side by side.

  • Sentiment scored automatically
  • Trends over time
  • Compare across locations
See reputation analytics →
app.reviewsgauge.com/analytics
Sentiment and analytics across reviews: sample data
Act on it

Fix the right things first.

Themes are ranked by how often they come up and how strongly customers feel about them, which turns a wall of feedback into a short list worth acting on. One angry review about parking is noise. Forty mentions of parking across three months is a decision. Sentiment analytics is what tells those apart, and it works across the languages your customers actually write in.

  • Themes ranked by impact
  • Spot issues before they spread
  • Turn feedback into action
Reduce negative feedback →
Acting on negative themes to protect reputation

See it on your own reviews.

Free forever for Google, no card required.

What you get

Understand your customers at a glance.

Theme detection

Group feedback into what matters.

Sentiment trends

See the direction of travel over time.

Location compare

Spot which site needs attention.

Works with

Better together.

FAQ

Sentiment Analytics, answered.

How does sentiment analysis work?
Each review is automatically scored as positive, neutral or negative and tagged by theme, so patterns appear without manual reading.
Does it work in multiple languages?
Yes: sentiment works across the languages your customers write in. It automatically detects the language of each review, so multilingual feedback is analyzed consistently.
Can I compare locations?
Yes: see sentiment and themes per location and across your whole group.
What is review sentiment analysis?
Review sentiment analysis is AI that reads customer reviews, classifies each one as positive, neutral or negative, and groups them by topic. Instead of reading every review, you see what customers consistently praise and consistently complain about.
How accurate is it on very short reviews?
A two-word review carries less signal than a detailed paragraph, so it contributes less to a theme. Accuracy comes from volume, across dozens or hundreds of reviews the patterns hold up even when individual reviews are terse.
What kinds of themes does it detect?
Themes emerge from what your customers actually write, service speed, staff, cleanliness, value, waiting times, specific products or treatments. They are not a fixed list you configure; they reflect the language of your own reviews.
Can I see how sentiment changes over time?
Yes. Sentiment is tracked as a trend, so you can see whether things are improving or slipping and line those changes up against the months you made them.
Do I still need to read reviews myself?
You should still read the ones that matter, anything negative, and anything you intend to reply to. Sentiment analysis does the summarising, so your reading time goes to the reviews that need a human.

Last updated

Understand every customer.

Free forever for Google · No card required