Four Scoring Signals

Understand more than the star rating

A review can praise a product and still raise a problem. Sentimo analyzes four dimensions of the text to help your team understand the feedback and choose how to handle it.

Four scores on a 0–10 scale
An analysis comment for context
Scores that inform moderation and reply rules

See how this capability fits your current review workflow.

One review, four perspectives

“The bag feels well made and fits everything I need. The delivery took longer than expected.”

Sentiment7.2Constructive8.6Respect9.4Sarcasm0.3
Analysis comment

The reviewer values the bag’s quality and capacity while raising a delivery concern. The wording is respectful and specific.

Illustrative example

Illustrative example · Sample content and results.

Four scores on a 0–10 scale An analysis comment for context Scores that inform moderation and reply rules
One review workflow

From customer feedback to a useful next step

See how Four Scoring Signals fits into the review workflow.

01

Read the feedback

Analyze the review text and any available product context.

02

Look at all four signals

Consider emotion, courtesy, useful detail and possible sarcasm together.

03

Choose the next step

Use the scores in your moderation and reply workflow.

Feature overviewFour Scoring Signals
Illustration
What to expect
Score range0–10
Review contextAnalysis comment
Next stepConfigured rules

AI scores are estimates. They do not prove intent, authenticity or safety.

Capability and limits

Give your team a shared way to read feedback

The scores describe different aspects of the text. Read them with the review and analysis comment when a decision needs judgment.

  • Sentiment describes the emotional tone.
  • Constructiveness describes useful detail; respect describes courtesy.
  • Sarcasm indicates possible irony or mockery.
Simple setup

Get started with Four Scoring Signals

Choose the setup that fits your review process.

1

Bring in a review

Import or submit the feedback to Sentimo.

2

Run the analysis

Generate the four scores and an accompanying analysis comment.

3

Review and act

Read the original text alongside the results, then apply your workflow.

Four Scoring Signals FAQ

What to know before adding Four Scoring Signals to your review workflow.

No. The analysis considers the review text and available context. The star rating is not a replacement for the four text-analysis scores.

The analysis includes a moderation comment explaining the assessment or decision. It does not guarantee a separate explanation for each score.

No. The scores describe aspects of the review text; they do not establish whether a review is authentic.
Four Scoring Signals · Sentimo

See Four Scoring Signals in your review workflow

Bring your current setup and the work you want to simplify. We will walk through the available settings with you.

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