What is Sentiment?

Also known as: Sentiment analysis, Tone analysis

Definition

The tone of a mention — positive, neutral, or negative — often classified automatically by AI/NLP so brands can monitor their reputation online.

In-depth explanation

Sentiment analysis helps agencies quickly see whether a client's online perception is shifting. A sudden spike in negative sentiment signals a PR crisis. Trends in positive sentiment point to opportunities for case studies or testimonials.

Example from agency practice

A client launches a new product. Sentiment tracking shows 80% positive in the first week, dropping to 45% positive by week 3 — quality complaints in the comments. The agency advises the client to communicate a product improvement and respond proactively to complaints.

Especially relevant for

  • Strategists
  • Community managers
Senly

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