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  Article updated: October 11, 2024

Turn on sentiment analysis

Sentiment analysis in Inbox 2.0 can help you instantly gauge, analyze, and categorize the emotional tone behind your customers' interactions with your team in Inbox 2.0. When you understand how your customers are feeling, you can prioritize your responses based on emotional urgency, more effectively tailor your communication strategies, and monitor your overall brand health in real-time.

Audience: Enterprise Inbox 2.0 admins with Advanced Inbox. Want more Hootsuite features? Upgrade your plan.

We use TalkWalker’s AI service to determine positive, negative, or neutral sentiment. For more on the Talkwalker AI sentiment analysis model, see About sentiment analysis.

Turn on or off sentiment analysis

Administrators can turn on or off sentiment analysis for agents.

  1. Go to Inbox 2.0 , select Admin settings, expand Routing and automations, and then select Sentiment analysis.
  2. Switch Enable sentiment analysis on or off.

Turn on sentiment analysis for specific channels and conversation types

Once you've turned on sentiment analysis, you can choose which channels and conversation types (public, private, or both) you want to analyze for sentiment. If you do not want a channel to use sentiment analysis, select None. If you want to select a conversation type for all channels, select Select across channels.

Sample channel with conversation types showing Public and private, public, private, and none.

View message and conversation sentiment

We calculate sentiment for individual messages in a conversation and an overall sentiment for each conversation.

You can find the sentiment for each customer message in a conversation below the message in the conversation view.

A sample message in the conversation view with Negative sentiment highlighted.

We calculate an overall sentiment for conversations, which can be seen below conversations in the queue. You can also find this in an open conversation at the top of the conversation view.

Sample Inbox 2.0 queue with 3 conversations, each with a different sentiment highlighted.   Sample conversation header with Positive sentiment highlighted.

We use the last five non-neutral messages in a conversation to calculate the sentiment for that conversation. For each positive message, we add one point and for each negative message, we subtract one point. We then average the last five scores and use the following range to calculate the conversation sentiment:

  • Positive - Between 0 and 1.
  • Neutral - 0.
  • Negative - Between -1 and 0.

For example, we calculate a conversation with 1 negative, 1 neutral, and 3 positive messages as positive. (-1 + 1 + 1 + 1 )/4 = 0.5, which is between 0 and 1 and is therefore positive.

Show or hide sentiments in your view

If you're involved in a busy conversation and want to hide the sentiment indicators from your view, select View at the top of the conversation, and then clear the Sentiment checkbox. To show sentiment, select the Sentiment checkbox.

Filter your queue by sentiment

Filter conversations based on sentiment to focus on critical interactions. To view conversations that appear in your queue by sentiment, go to Inbox 2.0, select Filters at the top of the queue, and select a sentiment option. You can also create a saved Inbox to quickly view the queue by sentiment (see Create a saved inbox).

 

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