AI-Powered Review Intelligence

Know what your customers actually think

Sentinest scrapes your Trustpilot reviews, runs them through AI, and surfaces themes, sentiment trends, and churn signals automatically.

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Sentinest — AI Analysisrev_8f2a9c · 12s ago
2 / 5

“I’ve been a customer for 3 years but the response times have gotten terrible. Waited 2 weeks for a simple billing issue. Considering switching to a competitor at this point.”

Sentiment

−0.56

Confidence

94%

Emotion

Frustration

Theme

Response Time

Intent

Warning Others
Churn signal detected — “switching to competitor”
0%

of 1-star reviews
mention response time

Trustpilot tells you your score. It doesn’t tell you WHY.

You have 312 reviews this month. Trustpilot shows you 3.8 stars.

You find out about a wave of complaints when your VP sees the score drop, not when the first review lands. By then, you’re behind.

Sentinest processes every review once it’s scraped. Themes, sentiment, churn signals, structured and searchable, ready when you open your dashboard.

What Sentinest actually does

Every Trustpilot review, processed through AI. Six things that aren’t in Trustpilot’s native dashboard.

Sentiment beyond stars

The score is a number. The sentiment is a story: frustration, satisfaction, disappointment, all extracted automatically.

Theme extraction

"Response time" appeared in 38% of your negative reviews this month. You didn't have to read 400 reviews to know that.

38
24
18
15

Emotion detection

Frustration and disappointment look the same on a 2-star review. They don't respond the same. Know the difference.

Churn signal detection

"I'm cancelling" appears in reviews before it appears in your churn report. Sentinest flags it automatically.

Multi-company comparison

Your Trustpilot score vs your competitors, in one chart. Updated automatically.

Automated scraping

Set a schedule. The data is waiting when you open your dashboard. No manual exports, no CSV wrangling.

How it works

1
trustpilot.com/review/acme.io
Add

Add your Trustpilot domain

Paste in your Trustpilot URL. Sentinest handles the rest. No API keys, no manual exports.

2

“Response times have gotten terrible...”

FrustrationResponse TimeChurnActionable

AI enriches every review

Our custom AI pipeline extracts sentiment, emotions, themes, churn signals, and actionable flags from each review.

3

Avg Rating

3.8

Sentiment

+0.24

Dashboard updates daily

Your full review history, structured and searchable. Reviews are refreshed daily, so your dashboard stays current without manual exports.

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