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Octolens automatically analyzes the sentiment of every mention it finds, classifying each post as positive, neutral, or negative. This helps you quickly identify praise, complaints, and everything in between.

How sentiment is used

Sentiment is available as a filter throughout Octolens:
  • In your feed — filter mentions by sentiment to focus on what matters most.
  • In views — build views based on sentiment. For example, the default Brand Love view shows positive-sentiment posts about your brand, while Crisis Management shows negative-sentiment posts. See Views for more.
  • In alerts — set up alerts filtered by sentiment so your team only gets alerted to the types of mentions that need attention. See Alerts.
  • In AI Summaries — weekly summaries include sentiment change tracking (week-over-week movement). See AI Summaries.
  • In the API — filter mentions by sentiment programmatically. See API Reference.

Sentiment values

ValueMeaning
PositiveThe post expresses approval, praise, satisfaction, or enthusiasm
NeutralThe post is informational, factual, or doesn’t express strong emotion
NegativeThe post expresses frustration, complaint, dissatisfaction, or criticism
Sentiment is detected automatically by the AI. To improve accuracy, make sure your Company Context is filled in so the AI can better understand what’s relevant to your business.